http://aidc.gallery.video/detail/video/5828827141001/breakthrough-theory-ai-in-action 2018-08-30T23:37:41.225Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/5bd15fec-5165-4c02-be96-97c2147ea50d/ed8c5b79-5454-40ca-bb32-81fcfbd61984/1280x720/match/image.jpg Breakthrough Theory, AI in Action Gadi Singer Vice President, Architecture General Manager, AI Products Group, Intel Corporation and Prakash Mallya, Managing Director, Sales & Marketing Group, Intel https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828827141001 5031 2018-08-30T15:10:12.587Z bangalore2018 keynote India: Keynote http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999286769001/breakthrough-theory-ai-in-action 2019-02-07T17:01:59.683Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/b52d030d-b393-468e-84e0-c7d28bc8f4f2/c2d20997-34ed-43d5-9529-a9751e6bfb68/1280x720/match/image.jpg Breakthrough Theory, AI in Action https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999286769001 5470 2019-02-06T19:15:53.854Z emea2019 keynote EMEA: Keynote http://aidc.gallery.video http://aidc.gallery.video/detail/video/5971806814001/advancing-ai-performance-using-intel®-xeon®-scalable-systems 2018-12-15T11:02:10.417Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/08bbeb58-0721-42dd-b1f9-e8232d1e7665/main/1280x720/15m52s192ms/match/image.jpg Advancing AI Performance using Intel® Xeon® Scalable Systems https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5971806814001 1904 2018-11-26T21:23:53.050Z beijing2018 session China: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5971815691001/efficient-neural-network-training-on-intel-xeon-based-supercomputers 2018-12-15T10:21:38.193Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/a7e9cc7e-e079-4328-acd3-d61ce9f347d7/057747b1-e473-482b-a872-206fbfc038f1/1280x720/match/image.jpg Efficient Neural Network Training on Intel Xeon-based Supercomputers https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5971815691001 2625 2018-11-26T21:30:36.486Z beijing2018 session China: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5971807241001/intel-ai-for-good 2018-12-06T06:08:54.391Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/16474f5d-2b72-41ea-809b-7c7942135544/f9a9aeec-e72e-49ee-ac6d-9609384d6c87/1280x720/match/image.jpg Intel AI for Good https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5971807241001 1703 2018-11-26T21:23:52.947Z beijing2018 session China: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5971791648001/neural-network-distiller:-a-pytorch-environment-for-neural-network-compression 2018-12-10T17:05:56.973Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/eba0edb0-8119-4639-b572-7e2c7c40d5c0/c78d5812-9411-4852-85fc-b2850ea0775d/1280x720/match/image.jpg Neural Network Distiller: a PyTorch Environment for Neural Network Compression https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5971791648001 2575 2018-11-26T21:23:53.050Z beijing2018 session China: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5971804769001/the-ai-journey-with-intel-open-source-software 2018-12-10T17:06:20.955Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c28cf1eb-dea2-499f-9e66-ae3fe46243ce/8a265921-68ba-44aa-b1f2-34f795c6b521/1280x720/match/image.jpg The AI Journey with Intel Open Source Software https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5971804769001 2261 2018-12-06T05:57:00.539Z beijing2018 session China: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790062497001/aws-deeplens-workshop:-building-computer-vision-applications 2018-06-27T16:56:04.820Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c9aee624-0c92-4281-b163-2855aea5e861/e062fca6-2623-4d95-820e-980a73596611/1280x720/match/image.jpg AWS DeepLens Workshop: Building Computer Vision Applications In this workshop, developers have the opportunity to learn how to build and deploy computer vision models using the AWS DeepLens deep-learning-enabled video camera, powered by Intel AI technology. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790062497001 4781 2018-05-26T22:00:01.956Z aidc2018 cloud/datacenter day 1 edge hands-on lab image/video software USA: Day 1 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789363490001/best-practices-for-speed-in-deep-learning-applications-on-intel-architecture 2018-06-06T18:20:10.337Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/699bdc3d-e13a-4b38-be50-532ab292d5a9/6bea4f88-4eef-4e27-a9f7-7db814403879/1280x720/match/image.jpg Best Practices For Speed In Deep Learning Applications On Intel Architecture This workshop demonstrates how Intel software development tools can maximize your productivity in deep learning on Intel architecture. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789363490001 4177 2018-05-24T21:13:00.720Z aidc2018 cloud/datacenter day 1 framework hands-on lab USA: Day 1 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799307439001/end-to-end-ai-bootcamp 2018-06-27T16:24:32.283Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8199b7ca-ceda-4dd6-89cc-bb481b8e795e/4448336e-f1cd-495c-92cb-26677fcea740/1280x720/match/image.jpg End-to-End AI Bootcamp This hands-on training will enable attendees to walk away knowing how to build a deep learning solution using IA optimized Caffe and Tensorflow using the Intel AI DevCloud. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799307439001 10380 2018-06-19T15:23:58.353Z aidc2018 client cloud/datacenter day 1 edge hands-on lab software tools USA: Day 1 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368925001/natural-language-question-answer-systems:-hands-on-workshop 2018-06-27T16:41:25.595Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/ace374a7-8758-4266-a9d0-56c0589833d5/5fe5e3f9-96d8-4422-b512-c4e6dbb51e13/1280x720/match/image.jpg Natural Language Question/Answer Systems: Hands on Workshop In this hands on tutorial, you will learn how to implement practical Question and Answer systems such as chat bots, FAQ bots, and goal-oriented dialog systems using the open source nGraph and Intel NLP Architect libraries. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368925001 2774 2018-05-24T21:13:00.924Z aidc2018 cloud/datacenter day 1 hands-on lab nlp software USA: Day 1 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799298784001/semantic-parsing--natural-language-understanding-in-python 2018-06-27T16:25:06.243Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e0ee7059-1ebf-48e6-955c-771f0dac5f49/35405773-f29c-49dc-b67a-f1c0028a36d6/1280x720/match/image.jpg Semantic Parsing- Natural Language Understanding in Python In this two-hour session we build increasingly complex semantic parsers from scratch, enabling a calculator application, a travel database query application, and a geographic knowledge base question/answer application. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799298784001 5711 2018-06-19T15:23:58.302Z aidc2018 cloud/datacenter day 1 hands-on lab nlp software USA: Day 1 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999623453001/artificial-intelligence-solutions-for-the-enterprise 2019-02-07T17:01:46.513Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/2381c221-ee6d-4daf-a393-7a3518567fca/00cca0ad-afae-4e84-9ace-edc2c68dbee8/1280x720/match/image.jpg Artificial Intelligence Solutions for the Enterprise https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999623453001 603 2019-02-07T16:06:17.703Z emea2019 session EMEA: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999249893001/fast-simulation-with-generative-adversarial-networks-towards-convergence-of-hpc-and-ai-in-high-energy-physics 2019-02-07T17:01:21.958Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/f2b95b8a-2169-46ed-b5a5-e0b54d221ee5/9e175d99-382a-4336-962f-f727474a577b/1280x720/match/image.jpg Fast Simulation with Generative Adversarial Networks Towards Convergence of HPC and AI in High Energ https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999249893001 1492 2019-02-06T17:57:14.576Z emea2019 session EMEA: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999257930001/how-to-operationalize-ai-for-instant-business-impact-with-intel-bigdl 2019-02-07T17:00:52.562Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/6b06eeb0-6f8c-48b4-887a-5c3386f321fa/ad5bb120-1b1a-41ea-9b26-d6b5120058da/1280x720/match/image.jpg How to Operationalize AI for Instant Business Impact with Intel BigDL https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999257930001 1050 2019-02-06T17:57:14.378Z emea2019 session EMEA: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999255443001/look-inside-the-black-box:-validation-of-ai-models 2019-02-07T17:01:35.410Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/95e08023-69b8-4370-8843-e6260e23fde8/2f64c6c0-c9b4-4982-a115-0cc90ebf6896/1280x720/match/image.jpg Look Inside the Black Box: Validation of AI Models https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999255443001 2804 2019-02-06T17:57:14.475Z emea2019 session EMEA: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999254392001/more-than-colorful-pixels:-ai-in-medical-imaging 2019-02-07T17:01:08.008Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/d643042f-d310-420a-bb52-4c22458536b3/3b96eed0-2fad-44f5-9167-06c69ad9cb8e/1280x720/match/image.jpg More than Colorful Pixels: AI in Medical Imaging https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999254392001 1640 2019-02-06T17:57:14.379Z emea2019 session EMEA: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999257931001/real-life-machine-learning-on-aws 2019-02-07T17:00:31.487Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/fea4e4fc-9c24-485e-b690-822ae85b6108/be0a8c6c-d79f-4294-a2a9-a2f2e0a0bf35/1280x720/match/image.jpg Real-Life Machine Learning on AWS https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999257931001 1208 2019-02-06T17:57:14.675Z emea2019 session EMEA: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369218001/beyond-the-trolley-problem---ethics-in-ai 2018-06-08T23:18:22.802Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/798d0310-67d2-4b7f-893e-efd9530b75eb/22f36fa9-cfd1-4110-9e43-6558550d5334/1280x720/match/image.jpg Beyond the Trolley Problem - Ethics in AI This talk examines the nature of ethics, how and why they might apply in a world of Artificial Intelligence technologies and emergent cyber-physical systems. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369218001 1758 2018-05-24T21:13:00.607Z ai ethics aidc2018 day 1 keynote USA: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789816154001/breakthrough-theory-ai-in-action 2018-06-26T16:21:35.684Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/f33ffffe-a27c-4032-84f3-a5f3fd883789/110206ed-b6d6-44ad-833f-df7d6db36e53/1280x720/match/image.jpg Breakthrough Theory, AI in Action Naveen Rao is joined for his keynote address by Amazon, Facebook, Google, Microsoft, and more. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789816154001 4739 2018-05-25T21:06:08.045Z aidc2018 cloud/datacenter day 1 edge keynote research software USA: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790323853001/closing-keynote-with-andrew-ng 2018-06-08T23:16:19.401Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/4f77a363-6e96-4591-88c6-4ddab78da315/b2f186bd-7a14-4b88-8775-d39a4de43755/1280x720/match/image.jpg Closing Keynote with Andrew Ng Andrew Ng, CEO, Deeplearning.ai, Landing.ai provides the Closing Keynote of the 2018 Intel AI DevCon. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790323853001 3691 2018-05-28T02:46:52.813Z aidc2018 day 2 keynote USA: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789371433001/new-frontiers-in-imitation-learning 2018-06-15T19:20:03.784Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c55fc133-ab1a-45e0-9ebe-b6685a0526cb/91547177-4f34-40b4-a140-6b907c9c1488/1280x720/match/image.jpg New Frontiers in Imitation Learning In this talk, I will describe ongoing research in using imitation learning to develop predictive models of fine-grained behavior. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789371433001 2723 2018-05-24T21:13:00.826Z aidc2018 cloud/datacenter day 1 keynote research USA: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790244445001/the-ai-first-experience 2018-06-26T16:22:51.584Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/86f20ad3-9fb1-46e5-a8a3-7126435d7c2e/026a1059-12ca-48e3-a992-ff44625e8cd6/1280x720/match/image.jpg The AI First Experience Overview of the importance of considering the customer and user experience when building and deploying a solution. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790244445001 1759 2018-05-27T18:42:04.671Z aidc2018 day 1 keynote USA: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789363011001/accelerate-value-from-big-data-ai-and-iot-initiatives-with-one-tenth-the-effort-in-your-data-center 2018-06-15T19:23:23.414Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/1d9fb301-67f3-46ac-a8d2-19d293145c76/fbf647cf-7057-4148-a323-c7125b975b2a/1280x720/match/image.jpg Accelerate Value from Big Data, AI, and IoT Initiatives with One Tenth the Effort in your Data Cente https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789363011001 2793 2018-05-24T21:13:00.574Z aidc2018 cloud/datacenter day 1 session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368923001/applied-machine-learning-at-facebook:-a-datacenter-infrastructure-perspective 2018-06-27T16:00:12.800Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/574647df-9e32-4b95-add2-6c60b28627d1/33ea5908-2c8e-4ae3-bae0-1b54507e2370/1280x720/match/image.jpg Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective This presentation will describe Facebook's hardware and software infrastructure that supports machine learning at global scale. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368923001 2102 2018-05-24T21:13:00.474Z aidc2018 cloud/datacenter day 1 session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368924001/deep-learning-and-the-transformation-of-science-exploration 2018-06-27T16:04:08.661Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c8a5bea0-e8dc-4d64-b062-aa23c49df8ef/a0a9abc4-4fd7-4f2b-a7cd-6f7de8f05caa/1280x720/match/image.jpg Deep Learning and the Transformation of Science Exploration The session will discuss the unique characteristics of Deep Learning and how they constitute a ‘game changer’ for science exploration. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368924001 2484 2018-05-24T21:13:00.668Z aidc2018 cloud/datacenter day 1 research session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789366113001/deep-learning-applied-to-genomics 2018-06-27T17:08:25.836Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/cea3c571-db68-48bc-8518-02b5818d0252/1742bc6e-9b85-4b53-a706-43d1240f28f8/1280x720/match/image.jpg Deep Learning Applied to Genomics In this talk, SGI and Intel researchers will talk about how this collaboration leveraged Intel’s AI capabilities to automate SGI’s protein sequence analysis to run in mere seconds. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789366113001 2743 2018-05-24T21:13:00.757Z aidc2018 cloud/datacenter day 1 session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789367431001/end-to-end-ai-overview 2018-06-27T16:21:54.394Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/b0daece8-b786-4cf1-aa82-5df941bc3838/88bd7151-8e42-4d5e-b026-953c21b16052/1280x720/match/image.jpg End-to-End AI Overview From training to inference: create an end-to-end deep learning project using optimized hardware and software from Intel. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789367431001 5239 2018-06-19T15:21:53.949Z aidc2018 day 1 session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369110001/fpgas-in-deep-learning-inference-today 2018-06-27T16:52:19.517Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e78ba68e-c7b9-464c-8b13-8eb3f0f67c2e/4e5ac5fd-bdd2-49bd-8342-aa43ac9c5e89/1280x720/match/image.jpg FPGAs In Deep Learning Inference Today We will discuss the specific technical features and the advances in hardware and software stack abstractions that highlight the FPGA value for Deep Learning. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369110001 1851 2018-05-24T21:13:00.819Z aidc2018 cloud/datacenter day 1 edge session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369219001/onnx---freedom-to-move-between-frameworks 2018-06-27T16:43:38.984Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/35f8ec90-4e55-41a6-a63b-ce5a1afaa12d/main/1280x720/20m28s950ms/match/image.jpg ONNX - Freedom to Move Between Frameworks We’ll discuss the ONNX project roots, how developers can benefit from ONNX today, and the future impacts of ONNX to the entire machine learning ecosystem. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369219001 2458 2018-05-24T21:13:00.913Z aidc2018 day 1 frameworks panel session software USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368927001/trends-and-strategies-for-ai-investments-and-startup-funding 2018-06-11T23:34:53.678Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/c58a0c9f-8fc3-40d6-b8c8-9013b1168068/main/1280x720/30m47s350ms/match/image.jpg Trends and Strategies for AI Investments and Startup Funding https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368927001 3695 2018-05-24T21:13:01.022Z aidc2018 day 1 panel session USA: Day 1 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799291406001/build-a-battery-powered-deep-learning-inference-engine 2018-06-27T16:25:33.634Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/7b015540-dfaf-4ddc-aee9-dca636d66e84/41c0a9b0-95e0-47f4-8833-d9ba48128810/1280x720/match/image.jpg Build a Battery Powered Deep Learning Inference Engine This hand-on session will teach participants how to deploy their pre-trained deep neural network into a form factor PoC. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799291406001 8168 2018-06-19T15:23:58.377Z aidc2018 day 2 edge hands-on lab image/vision USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790054332001/build-deep-learning-powered-big-data-solutions-with-bigdl-for-apache-spark 2018-06-27T16:38:08.853Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/3faba9cd-3fc4-4565-b098-4667588fcaed/71403478-3fcf-4742-8b07-bf9901dae8b0/1280x720/match/image.jpg Build Deep Learning Powered Big Data Solutions with BigDL for Apache Spark* In this hands-on session we will get started with BigDL docker/VM on laptop with AWS - Running sample jupyter notebooks https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790054332001 3837 2018-05-26T22:00:01.963Z aidc2018 cloud/datacenter day 2 hands-on lab software tools USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056335001/deep-learning-with-satellite-imagery 2018-06-06T18:23:15.598Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/ebbc68e0-f696-4b06-90e3-c5fd6f7cab73/c3123b30-d62d-4f64-9f59-f47140ac5ae1/1280x720/match/image.jpg Deep Learning with Satellite Imagery We will guide attendees through a hands-on exercise using the tools to train a small network on Intel® Xeon® Processors to detect buildings or road networks using the SpaceNet™ dataset. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056335001 2930 2018-05-26T22:00:01.821Z aidc2018 cloud/datacenter day 2 hands-on lab image/video USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790045676001/designing-far-field-speech-processing-systems-with-intel-and-alexa-voice-service 2018-06-19T18:02:15.897Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8934ccfe-feb8-40ee-a9dd-d55ef0083e31/f4d4eff4-cf05-4c35-b834-1b7c3e22c5f3/1280x720/match/image.jpg Designing Far-Field Speech Processing Systems with Intel and Alexa Voice Service In this hands-on workshop, you will learn how to build a far-field voice-initiated prototype with the Alexa Voice Service (AVS), which enables you to integrate Alexa directly into your product. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790045676001 3278 2018-05-26T22:00:02.089Z aidc2018 day 2 hands-on lab nlp software USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790625587001/fast-track-machine-learning-operationalization-through-streaming-integration 2018-06-27T16:53:05.612Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/fcacc148-a546-403c-a7e6-3da44f002737/29d02976-47f6-47bf-8bdc-f508b0d316ca/1280x720/match/image.jpg Fast-Track Machine Learning Operationalization Through Streaming Integration Attendees of this session will leave having successfully built a full end-to-end operational machine learning application, and understand the principles by which this can be applied to their specific use-cases. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790625587001 3446 2018-05-28T21:03:25.803Z aidc2018 cloud/datacenter day 2 hands-on lab USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056337001/high-throughput-single-shot-multi-box-object-detection-ssd-on-edge-devices-using-aws-greengrass-lambdas 2018-07-02T15:50:59.407Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/9d826180-2a70-4687-8408-548b501a0ef5/55ca3160-7c7a-4576-ad54-6c4993f17666/1280x720/match/image.jpg HIGH throughput Single-shot multi-box object detection (SSD) on edge devices using AWS Greengrass La We demonstrate object detection using Single-shot multi-box detection (SSD) running on edge devices. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056337001 2611 2018-05-26T22:00:01.989Z aidc2018 cloud/datacenter day 2 hands-on lab image/video software USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790620419001/inference-with-intel---hands-on-workshop-fireside-chat-including-a-case-study-with-ge-healthcare 2018-06-27T16:51:00.226Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/d1b41529-44f6-4a40-a408-a8a69179074c/main/1280x720/41m57s150ms/match/image.jpg Inference with Intel - Hands-On Workshop + Fireside Chat Including A Case Study with GE Healthcare Optimizing training and decreasing time to train has a lot of industry attention. However, trained models need to be deployed to be used. This conversation will explore the path to optimized inference with GE as a specific example. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790620419001 5034 2018-05-28T21:03:25.797Z aidc2018 cloud/datacenter day 2 hands-on lab USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790055250001/introduction-to-deep-learning-for-time-series-data 2018-06-13T19:08:44.650Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/d8c254a9-9a75-4260-94f6-50c1557a2ba4/806e8e0c-b6f6-4c8b-a73e-9acad34282ac/1280x720/match/image.jpg Introduction To Deep Learning For Time Series Data In this hands-on workshop, participants will learn how to build and train an nGraph model for predictive maintenance of aircraft engines. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790055250001 2695 2018-05-26T22:00:02.121Z aidc2018 cloud/datacenter day 2 framework hands-on lab time series USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790057575001/operationalize-ai-for-instant-business-impact-with-hybrid-transactional-and-analytical-processing 2018-06-27T17:17:35.028Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/dbf28417-b086-4370-bdd2-59b391bc4e18/e2ed8e71-d487-4e11-adc4-90bdc002ab8b/1280x720/match/image.jpg Operationalize AI for Instant Business Impact with Hybrid Transactional and Analytical Processing Case studies will be presented on how AI and Machine Learning can be operationalized for price optimizations, fraud detection, risk calculations, and operational business intelligence. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790057575001 3005 2018-05-26T22:00:02.061Z aidc2018 cloud/datacenter day 2 hands-on lab USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799312871001/optimizing-cnn-inference-on-cpus 2018-11-12T18:55:13.097Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/2c394bb1-e376-4539-8743-b5bd3cd8cfb7/d2477827-a945-4465-b461-786442011725/1280x720/match/image.jpg Optimizing CNN Inference on CPUs https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799312871001 2418 2018-06-19T15:23:58.315Z aidc2018 cloud/datacenter day 2 edge hands-on lab image/video USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799397903001/practical-deep-learning-in-personalization--developing-retail-customer-use-case 2018-07-02T16:23:17.293Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8ca06227-c360-448d-9b94-5314be1f0341/98ffd3b3-f5cc-4b2d-8aea-bbf5878a4eeb/1280x720/match/image.jpg Practical Deep Learning in Personalization- Developing Retail Customer Use Case This session will develop a Deep Learning recommender system based on Wide and Deep and Retail data from scratch using ngraph, open source software. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799397903001 2954 2018-06-19T18:23:16.291Z aidc2018 cloud/datacenter day 2 hands-on lab USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790623335001/using-deep-learning-for-entity-detection-and-intent-extraction-in-natural-language 2018-06-27T16:40:03.767Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/36f7bb3f-3fcc-4543-8f1d-03dce5893645/e4eaf701-5db7-4fb3-ac68-df2ae67c16c4/1280x720/match/image.jpg Using Deep Learning for Entity Detection and Intent Extraction in Natural Language In this session, we’ll get a glimpse into how algorithms can extract meaning out of our language. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790623335001 3120 2018-05-28T21:03:25.777Z aidc2018 cloud/datacenter day 2 hands-on lab nlp software USA: Day 2 - Hands-On Labs http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828833343001/advancing-ai-performance-using-intel®-xeon®-scalable-systems 2018-08-30T23:25:44.682Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/c59106b1-c615-4f0f-b485-614b5608b5e6/main/1280x720/21m1s568ms/match/image.jpg Advancing AI Performance Using Intel® Xeon® Scalable Systems https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828833343001 2523 2018-08-30T15:10:12.518Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828836632001/ai-for-e-commerce-in-india 2018-08-31T13:16:52.753Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/4a824ec1-a280-405b-a839-2d7fa91f96d0/main/1280x720/20m31s690ms/match/image.jpg AI for E-commerce in India https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828836632001 2463 2018-08-30T15:10:12.528Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828836136001/ai-for-the-next-6-billion 2018-08-30T23:27:16.952Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/7ffce036-1d45-401e-ae25-c222b5d01e71/edd5196f-9aad-4383-b933-52fa3c04d1f5/1280x720/match/image.jpg AI for the Next 6 Billion https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828836136001 2266 2018-08-30T15:10:12.521Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828832062001/ai-computer-vision-and-emerging-opportunities 2018-08-31T14:56:47.911Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/29416efa-5184-4db4-81df-dea20c6951a2/fd1a5bbc-8cb5-4729-9677-fbb92571a14e/1280x720/match/image.jpg AI, Computer Vision and Emerging Opportunities https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828832062001 2577 2018-08-30T15:10:12.618Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828834516001/big-data-and-artificial-intelligence-in-the-telecom-industry 2018-08-30T23:23:23.014Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/0378a239-933b-495b-92d6-491a385c3e81/7893ae79-9ece-499c-b32f-9f95771c3a01/1280x720/match/image.jpg Big Data and Artificial Intelligence in the Telecom Industry https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828834516001 3185 2018-08-30T15:10:12.518Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828833344001/deep-neural-networks-–-let-us-build-an-image-currency-classifier 2018-08-31T15:11:08.598Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/590ba946-1657-452b-b9dc-1c6184c173c2/f46838eb-e635-44fe-8a28-b19f40e1aaa5/1280x720/match/image.jpg Deep Neural Networks – Let Us Build an Image/Currency Classifier https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828833344001 2405 2018-08-30T15:10:12.653Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828827142001/fireside-chat-on-ai-as-a-market-transformation-opportunity 2018-09-05T15:41:45.021Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/7cf83b38-eb8c-496a-80b6-b480e823710c/f2079146-12ec-43b3-9e12-d32da8969935/1280x720/match/image.jpg Fireside Chat on AI as a Market Transformation Opportunity https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828827142001 2966 2018-08-30T15:10:12.709Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828838291001/from-chip-to-applied-ai:-approach-techniques-successes-and-lessons-in-building-explainable-ai 2018-08-30T23:28:30.988Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8ee5a602-dc97-4d9f-acbf-59a17aabe339/e66550fd-3fb5-4700-90f4-3976813ca7a3/1280x720/match/image.jpg From Chip to applied AI: Approach, Techniques, Successes and Lessons in Building Explainable AI https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828838291001 3205 2018-08-30T15:10:12.652Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828838292001/intel-ai-case-study-sharing 2018-08-31T15:11:31.184Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8faaa756-4774-4596-8669-d431b9bb6c7e/2326f439-12bd-4d52-a89e-1724e87aa7ed/1280x720/match/image.jpg Intel AI Case Study Sharing https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828838292001 2648 2018-08-30T15:10:12.851Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828835435001/intelligent-video-analytics-on-intel®-architecture 2018-08-30T23:29:15.440Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/60966886-d6c8-42de-8911-62b8496a422d/5d7e3726-12a0-41ae-a8b7-588e60326ee1/1280x720/match/image.jpg Intelligent Video Analytics on Intel® Architecture https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828835435001 2808 2018-08-30T15:10:12.753Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5829303978001/lightning-sessions-with-ai-startups 2018-08-31T14:30:15.375Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/34dda42c-bb62-4744-bd0c-243d3d8b0071/main/1280x720/30m42s5ms/match/image.jpg Lightning Sessions with AI Startups https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5829303978001 3684 2018-08-31T13:26:15.700Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828832844001/semantic-parsing---natural-language-understanding-in-python 2018-08-30T23:26:27.389Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/12576705-26d7-44b8-b1b9-cf11e3214f90/c3d71914-7f44-4879-8b93-e8a23172b1d8/1280x720/match/image.jpg Semantic Parsing - Natural Language Understanding in Python https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828832844001 2756 2018-08-30T15:10:12.794Z bangalore2018 session India: Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5971807367001/ai-in-production:-living-in-a-data-–-centric-world 2018-12-10T17:06:49.624Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/7784bae5-292c-4ebd-b43b-5ad311a122f9/main/1280x720/18m14s346ms/match/image.jpg AI in Production: Living in a Data – Centric World https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5971807367001 2189 2018-11-26T21:23:52.954Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5977040049001/ai-research:-physics-privacy-and-the-brain 2018-12-11T02:49:14.221Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/b77f4965-6109-46ce-ae33-5a4348540ddd/a4e68db3-ef7e-4e0c-b654-52fd29aa8c5f/1280x720/match/image.jpg AI Research: Physics, Privacy, and the Brain https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5977040049001 1409 2018-12-08T04:04:07.898Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5974145205001/ai-go-ahead-in-practice 2018-12-11T02:45:27.091Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/5f6dba15-74ae-431f-a3f7-274db5846e7c/main/1280x720/7m47s232ms/match/image.jpg AI, Go Ahead In Practice https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5974145205001 934 2018-12-01T18:13:09.751Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5976068838001/breakthrough-theory-ai-in-action 2018-12-11T02:34:43.504Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/2bcc3b63-0abd-4a5a-a552-710b8cdb233e/42bc31a5-f22c-4f95-9bb8-da48bffc9607/1280x720/match/image.jpg Breakthrough Theory, AI in Action https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5976068838001 4774 2018-12-05T23:50:25.700Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5977367461001/compute-in-the-ai-era 2018-12-11T02:40:04.931Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/02ed56a0-fe74-4078-8613-d1de29e26d88/f803afc2-aebe-4af4-88db-feef4de4f3bf/1280x720/match/image.jpg Compute in the AI Era https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5977367461001 1971 2018-12-09T19:13:28.468Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5977039606001/large-scale-deep-learning-applications-at-baidu-and-open-source-ai-framework-paddlepaddle 2018-12-11T02:50:57.708Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/521264aa-9b41-40a4-9b22-1b32bdb8520e/54a0b6d8-a062-4f53-ae50-dbbdb7763146/1280x720/match/image.jpg Large Scale Deep Learning Applications at Baidu and Open-source AI framework PaddlePaddle https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5977039606001 1845 2018-12-08T04:04:07.856Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5976596856001/revolutionizing-ai-and-big-data 2018-12-11T02:36:57.225Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/1563acbf-c4e4-4470-8f9e-a2d9f3cae57f/86dba2f3-4af8-4f47-82e3-d037544b4a61/1280x720/match/image.jpg Revolutionizing AI and Big Data https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5976596856001 2261 2018-12-07T02:35:05.243Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5975622400001/some-humble-thoughts-about-deep-learning 2018-12-11T03:06:00.285Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/105fcd01-0154-4fe5-8ae3-b944ab44ceab/afde8b32-d3fc-4046-8a63-ab7722ad639c/1280x720/match/image.jpg Some Humble Thoughts about Deep Learning https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5975622400001 1820 2018-12-05T02:53:17.487Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5975622658001/the-evolution-path-of-artificial-intelligence 2018-12-11T02:46:28.077Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/913eb102-0549-468d-800c-db48b3d164ea/8511314a-ee73-4341-aa33-ab8ee17e7ee6/1280x720/match/image.jpg The Evolution Path of Artificial Intelligence https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5975622658001 1287 2018-12-05T02:53:17.486Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5977042668001/the-tools-brought-to-life-through-data-science 2018-12-11T02:41:44.887Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/bc129f38-fd1b-4443-939a-069a4b2948d2/633d3b4a-c343-49c4-b050-d43af0ae2af3/1280x720/match/image.jpg The Tools Brought to Life through Data Science https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5977042668001 1017 2018-12-08T04:04:07.910Z beijing2018 keynote China: Keynotes http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790055249001/accelerated-characterization-of-neural-circuits-of-the-brain 2018-06-08T21:43:24.708Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/ab002d8d-46d3-4d79-a2a7-359244c1c899/985def72-f41b-45db-94c3-4b0b9b17029b/1280x720/match/image.jpg Accelerated Characterization of Neural Circuits of the Brain Modern parallel computing techniques and optimizations have allowed dramatic acceleration of computations to characterize neural circuits of the brain. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790055249001 2669 2018-05-26T22:00:01.822Z aidc2018 cloud/datacenter day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790624930001/accelerating-and-enabling-your-deep-learning-apps-on-macos 2018-06-27T17:04:27.985Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/dd05477c-9f09-486c-8ffc-4031faf29190/796684e3-cb55-4a2b-bc4c-61a397ca04a0/1280x720/match/image.jpg Accelerating and Enabling Your Deep Learning Apps on MacOS This presentation will describe the hardware and software infrastructure that supports machine learning at global scale. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790624930001 2288 2018-05-28T21:03:25.883Z aidc2018 client day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369217001/advancing-ai-performance-using-intel®-xeon®-scalable-systems 2018-06-27T17:38:03.452Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/414b6a75-f9d9-4f2e-b901-104ed630fcbc/d22e11bc-1e44-44b8-ad52-f7040c221cd2/1280x720/match/image.jpg Advancing AI Performance using Intel® Xeon® Scalable Systems Participants will learn how to harness the power of systems readily available through demonstrations of new methodologies that advance deep learning inference and training throughput on CPUs. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369217001 2767 2018-05-24T21:13:00.449Z aidc2018 cloud/datacenter day 2 frameworks session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789367429001/ai-for-human-interfaces---use-cases-and-ethics 2018-07-02T15:49:40.829Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/7fa094cf-8bcd-4b1e-8e53-49d524f8a087/d976f2bc-d753-4c07-958f-00f46884a8fe/1280x720/match/image.jpg AI For Human Interfaces - Use Cases and Ethics In this talk Chris Heilmann will show how we already use AI powered products day to day and how we should be dealing with the data of our users to achieve a Star Trek like future rather than a dystopian surveillance society. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789367429001 2772 2018-05-24T21:13:00.508Z ai ethics aidc2018 day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790618240001/ai-low-numeric-precision-inference-on-fpgas 2018-06-27T16:39:30.031Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/4da7cfe9-3080-48a7-95de-adf39673a653/0051b8d2-5c64-4f49-86d7-6e2f82c31b33/1280x720/match/image.jpg AI Low Numeric Precision Inference on FPGAs This research explores the technical and practical feasibility of low precision deep neural networks, from 8-bit down to binary (1-bit) in for both activation and weights, and compares the accuracy of various low precision implementations across a st https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790618240001 1794 2018-05-28T21:03:25.582Z aidc2018 cloud/datacenter day 2 research session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790624639001/ai-techniques-and-technologies-for-the-autonomous-home 2018-06-27T16:21:19.250Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/680d9b4a-9a49-45a9-9323-167c813d7cec/bec33d9d-c9e1-4e04-87b2-540178dcb9bb/1280x720/match/image.jpg AI Techniques and Technologies for the Autonomous Home This talk will focus on how machine learning technologies can learn human behavior to to make the home more intuitive. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790624639001 2941 2018-05-28T21:03:25.428Z aidc2018 day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790618422001/automated-feature-engineering 2018-06-27T16:20:07.085Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8dcdfc3d-6f3d-4e9d-9cdc-0617f249c8b6/0dbe3e2b-dd0f-414c-8d68-9cec2eebf253/1280x720/match/image.jpg Automated Feature Engineering In this talk, I will focus on a robust feature engineering method, Randomized Union of Locally Linear Subspaces (RULLS). https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790618422001 2167 2018-05-28T21:03:25.431Z aidc2018 cloud/datacenter day 2 session software USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5798103673001/bringing-deep-learning-based-applications-to-client-platform 2018-06-15T19:25:59.582Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/d4a5dd7f-6fd7-453b-8d81-4cf119993e9b/main/1280x720/23m17s350ms/match/image.jpg Bringing Deep Learning Based Applications to Client Platform This session will discuss advantages of on-device intelligence, Intel® tools to leverage inference on client, and case studies from Adobe® on how they applied the technology to real-world use cases for best performance gain. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5798103673001 2795 2018-06-15T19:09:24.363Z aidc2018 client day 2 edge session software USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789365726001/cost-effective-deployment-of-ge-s-ct-axial-classification-algorithm-on-intel-server-platform-using-intel-deep-learning-deployment-toolkit 2018-06-06T19:24:03.638Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/656bccb4-6853-47c8-94e1-15bf9a2db098/0eb2b77b-b8fc-401c-83f6-4aac91bf4cd5/1280x720/match/image.jpg Cost effective deployment of GE's CT axial classification algorithm on Intel server platform using I GE and Intel collaborated on a core-scaling study to establish the inference throughput of the CT Axial Classification model when deployed on Intel Xeon based platform. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789365726001 2505 2018-05-24T21:13:00.774Z aidc2018 cloud/datacenter day 2 image/video session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790619969001/deep-learning-at-scale-with-bigdl-on-apache-spark-and-ibm-dsx 2018-06-27T17:02:09.961Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/2d681f5b-43f4-46ef-ad1c-655b6a94e870/0a4a7408-c9e7-45e2-812f-f09cc20c0f4a/1280x720/match/image.jpg Deep Learning at Scale with BigDL on Apache Spark and IBM DSX In this session led by IBM and Intel's data science experts, we will teach how to leverage BigDL workloads in the popular IBM DSX environment to solve real world deep learning problems. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790619969001 2952 2018-05-28T21:03:25.575Z aidc2018 cloud/datacenter day 2 frameworks session software USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790618241001/deep-learning-based-classification-of-high-content-cellular-images-on-intel-architecture 2018-06-27T17:21:20.217Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/45e5a810-89d4-4027-9760-eaf0d1941c92/5245501e-d401-4a85-82a5-a7ad4e76dedd/1280x720/match/image.jpg Deep Learning-based Classification of High-content Cellular Images on Intel Architecture In this talk we describe our data science work for using deep learning to automate aspects of the drug discovery pipeline. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790618241001 1856 2018-05-28T21:03:25.677Z aidc2018 cloud/datacenter day 2 image/video session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790625586001/efficient-neural-network-training-on-dellemc-intel-xeon-r-based-supercomputers 2018-06-06T19:28:21.261Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e10c8007-3769-4080-ba86-631384e2399d/06db0bb7-c847-422b-8802-0fa7ebc93d53/1280x720/match/image.jpg Efficient Neural Network training on DellEMC Intel Xeon(R) Based Supercomputers https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790625586001 2684 2018-05-28T21:03:25.781Z aidc2018 cloud/datacenter day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368926001/fast-cnn-inference-in-resource-constrained-environments 2018-06-27T17:00:58.400Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/d7fcff88-e73b-4343-ab94-300ea31adfbd/fb9f33c8-0c38-477a-8576-1419cd7b6357/1280x720/match/image.jpg Fast CNN Inference in Resource-Constrained Environments This work presents the usage of specialized vision processing unit (VPU) from Intel to help accelerate existing and emerging CNN architectures. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368926001 859 2018-05-24T21:13:00.925Z aidc2018 day 2 edge session software USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790327523001/jd.com-smart-retail-based-on-intel-client-ai-technology 2018-06-27T17:12:06.311Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/6d640a9f-c9fe-4f8a-b013-c17991485c64/345253d9-b0b9-44fb-80f7-52e0e7c0942e/1280x720/match/image.jpg JD.com Smart Retail Based on Intel Client AI Technology JD.com, a leading China retailer will share their technology solution for smart retail, based on Intel client technologies including integrated graphics and edge computing workstation. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790327523001 2456 2018-05-28T02:28:04.418Z aidc2018 cloud/datacenter day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790057574001/making-sense-of-visual-data 2018-06-27T16:59:57.290Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/a0ad8c36-234d-4fba-a447-e421b7e9649a/44c3458d-c522-4aa0-9611-763966fb1e0d/1280x720/match/image.jpg Making Sense of Visual Data Researchers will share cutting-edge visual understanding technologies for solving the visual data explosion problem. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790057574001 2235 2018-05-26T22:00:01.820Z aidc2018 cloud/datacenter day 2 image/video session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056338001/portability-performance-in-embedded-deep-learning:-can-we-have-both 2018-06-19T18:17:03.533Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/5e542d9f-48e8-406e-801f-d35ea807af8c/main/1280x720/21m53s650ms/match/image.jpg Portability & Performance in Embedded Deep Learning: Can We Have Both? Best in class design techniques for developing portable networks to maximize performance on different compute architectures variety of network architectures. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056338001 2627 2018-06-19T15:04:15.459Z aidc2018 day 2 edge image/video session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790622144001/scaling-computer-vision-in-the-cloud 2018-06-27T17:16:01.747Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e835a41a-2436-4488-8229-b9e8293f6f0e/802b34d6-8aa9-465b-b9cc-0b1b4c4c6fce/1280x720/match/image.jpg Scaling Computer Vision in the Cloud Matroid brings computer vision to the masses by creating an easy-to-use studio. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790622144001 2306 2018-05-28T21:03:25.683Z aidc2018 cloud/datacenter day 2 image/video session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790624640001/tensorflow-optimized-for-intel®-xeon™ 2018-06-27T17:16:47.995Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/27b59a7b-7443-404e-a1e7-9aa1b72b0b73/f07d7b02-e817-46a5-bb35-6ea07716da7a/1280x720/match/image.jpg Tensorflow Optimized for Intel® Xeon™ In this talk we describe Intel’s efforts in optimizing TensorFlow for Intel® Xeon™ processors (code name Skylake). https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790624640001 2774 2018-05-28T21:03:25.628Z aidc2018 cloud/datacenter day 2 frameworks session software USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790280884001/tiledb---array-data-needs-an-array-storage-manager 2018-06-27T16:55:33.850Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/609359c5-3dd7-4abb-b6b4-9e3da5f0afe3/d286f192-8455-4eb1-978f-eaa4280ad902/1280x720/match/image.jpg tileDB - Array Data Needs an Array Storage Manager Access to persistent storage determines overall performance, and for data defined in arrays, an array storage manager is the key. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790280884001 2755 2018-05-27T21:57:24.201Z aidc2018 cloud/datacenter day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790619968001/topological-data-analysis-with-persistent-homology 2018-06-27T17:04:58.307Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/1e3c6274-c58a-4c3d-b31a-80a0ab2a7d00/b77b36e9-96f5-4b33-bd39-899074ddca55/1280x720/match/image.jpg Topological Data Analysis with Persistent Homology We begin with an accessible review of persistent homology and then draw the connections between deep learning and persistent homology that may help to strengthen both, using examples from neuroscience and medicinal chemistry. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790619968001 2365 2018-05-28T21:03:25.484Z aidc2018 day 2 research session software USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790616836001/understanding-new-vector-neural-network-instructions-vnni 2018-06-27T17:14:18.129Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/262deb6d-6bee-481a-af9e-5086e60dd6b7/6d157d33-e2ac-470c-921c-dc676f162ab0/1280x720/match/image.jpg Understanding New Vector Neural Network Instructions (VNNI) In this section we present the new integer vector neural network instructions targeting future Intel(R) Xeon(R) Scalable processors. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790616836001 1878 2018-05-28T21:03:25.531Z aidc2018 cloud/datacenter day 2 session USA: Day 2 - Sessions http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999286769001/breakthrough-theory-ai-in-action 2019-02-07T17:01:59.683Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/b52d030d-b393-468e-84e0-c7d28bc8f4f2/c2d20997-34ed-43d5-9529-a9751e6bfb68/1280x720/match/image.jpg Breakthrough Theory, AI in Action https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999286769001 5470 2019-02-06T19:15:53.854Z emea2019 keynote All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999257931001/real-life-machine-learning-on-aws 2019-02-07T17:00:31.487Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/fea4e4fc-9c24-485e-b690-822ae85b6108/be0a8c6c-d79f-4294-a2a9-a2f2e0a0bf35/1280x720/match/image.jpg Real-Life Machine Learning on AWS https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999257931001 1208 2019-02-06T17:57:14.675Z emea2019 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999257930001/how-to-operationalize-ai-for-instant-business-impact-with-intel-bigdl 2019-02-07T17:00:52.562Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/6b06eeb0-6f8c-48b4-887a-5c3386f321fa/ad5bb120-1b1a-41ea-9b26-d6b5120058da/1280x720/match/image.jpg How to Operationalize AI for Instant Business Impact with Intel BigDL https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5999257930001 1050 2019-02-06T17:57:14.378Z emea2019 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5999249893001/fast-simulation-with-generative-adversarial-networks-towards-convergence-of-hpc-and-ai-in-high-energy-physics 2019-02-07T17:01:21.958Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/f2b95b8a-2169-46ed-b5a5-e0b54d221ee5/9e175d99-382a-4336-962f-f727474a577b/1280x720/match/image.jpg Fast Simulation with Generative Adversarial Networks Towards Convergence of 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Market Transformation Opportunity https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828827142001 2966 2018-08-30T15:10:12.709Z bangalore2018 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828838292001/intel-ai-case-study-sharing 2018-08-31T15:11:31.184Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8faaa756-4774-4596-8669-d431b9bb6c7e/2326f439-12bd-4d52-a89e-1724e87aa7ed/1280x720/match/image.jpg Intel AI Case Study Sharing https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828838292001 2648 2018-08-30T15:10:12.851Z bangalore2018 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5828838291001/from-chip-to-applied-ai:-approach-techniques-successes-and-lessons-in-building-explainable-ai 2018-08-30T23:28:30.988Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8ee5a602-dc97-4d9f-acbf-59a17aabe339/e66550fd-3fb5-4700-90f4-3976813ca7a3/1280x720/match/image.jpg From Chip to applied AI: Approach, Techniques, Successes and Lessons in Building Explainable AI https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5828838291001 3205 2018-08-30T15:10:12.652Z bangalore2018 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789816154001/breakthrough-theory-ai-in-action 2018-06-26T16:21:35.684Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/f33ffffe-a27c-4032-84f3-a5f3fd883789/110206ed-b6d6-44ad-833f-df7d6db36e53/1280x720/match/image.jpg Breakthrough Theory, AI in Action Naveen Rao is joined for his keynote address by Amazon, Facebook, Google, Microsoft, and more. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789816154001 4739 2018-05-25T21:06:08.045Z aidc2018 cloud/datacenter day 1 edge keynote research software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789367431001/end-to-end-ai-overview 2018-06-27T16:21:54.394Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/b0daece8-b786-4cf1-aa82-5df941bc3838/88bd7151-8e42-4d5e-b026-953c21b16052/1280x720/match/image.jpg End-to-End AI Overview From training to inference: create an end-to-end deep learning project using optimized hardware and software from Intel. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789367431001 5239 2018-06-19T15:21:53.949Z aidc2018 day 1 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799307439001/end-to-end-ai-bootcamp 2018-06-27T16:24:32.283Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8199b7ca-ceda-4dd6-89cc-bb481b8e795e/4448336e-f1cd-495c-92cb-26677fcea740/1280x720/match/image.jpg End-to-End AI Bootcamp This hands-on training will enable attendees to walk away knowing how to build a deep learning solution using IA optimized Caffe and Tensorflow using the Intel AI DevCloud. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799307439001 10380 2018-06-19T15:23:58.353Z aidc2018 client cloud/datacenter day 1 edge hands-on lab software tools All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799298784001/semantic-parsing--natural-language-understanding-in-python 2018-06-27T16:25:06.243Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e0ee7059-1ebf-48e6-955c-771f0dac5f49/35405773-f29c-49dc-b67a-f1c0028a36d6/1280x720/match/image.jpg Semantic Parsing- Natural Language Understanding in Python In this two-hour session we build increasingly complex semantic parsers from scratch, enabling a calculator application, a travel database query application, and a geographic knowledge base question/answer application. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799298784001 5711 2018-06-19T15:23:58.302Z aidc2018 cloud/datacenter day 1 hands-on lab nlp software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799291406001/build-a-battery-powered-deep-learning-inference-engine 2018-06-27T16:25:33.634Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/7b015540-dfaf-4ddc-aee9-dca636d66e84/41c0a9b0-95e0-47f4-8833-d9ba48128810/1280x720/match/image.jpg Build a Battery Powered Deep Learning Inference Engine This hand-on session will teach participants how to deploy their pre-trained deep neural network into a form factor PoC. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799291406001 8168 2018-06-19T15:23:58.377Z aidc2018 day 2 edge hands-on lab image/vision All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5799312871001/optimizing-cnn-inference-on-cpus 2018-11-12T18:55:13.097Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/2c394bb1-e376-4539-8743-b5bd3cd8cfb7/d2477827-a945-4465-b461-786442011725/1280x720/match/image.jpg Optimizing CNN Inference on CPUs https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5799312871001 2418 2018-06-19T15:23:58.315Z aidc2018 cloud/datacenter day 2 edge hands-on lab image/video All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056338001/portability-performance-in-embedded-deep-learning:-can-we-have-both 2018-06-19T18:17:03.533Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/5e542d9f-48e8-406e-801f-d35ea807af8c/main/1280x720/21m53s650ms/match/image.jpg Portability & Performance in Embedded Deep Learning: Can We Have Both? Best in class design techniques for developing portable networks to maximize performance on different compute architectures variety of network architectures. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056338001 2627 2018-06-19T15:04:15.459Z aidc2018 day 2 edge image/video session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5798103673001/bringing-deep-learning-based-applications-to-client-platform 2018-06-15T19:25:59.582Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/d4a5dd7f-6fd7-453b-8d81-4cf119993e9b/main/1280x720/23m17s350ms/match/image.jpg Bringing Deep Learning Based Applications to Client Platform This session will discuss advantages of on-device intelligence, Intel® tools to leverage inference on client, and case studies from Adobe® on how they applied the technology to real-world use cases for best performance gain. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5798103673001 2795 2018-06-15T19:09:24.363Z aidc2018 client day 2 edge session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369219001/onnx---freedom-to-move-between-frameworks 2018-06-27T16:43:38.984Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/35f8ec90-4e55-41a6-a63b-ce5a1afaa12d/main/1280x720/20m28s950ms/match/image.jpg ONNX - Freedom to Move Between Frameworks We’ll discuss the ONNX project roots, how developers can benefit from ONNX today, and the future impacts of ONNX to the entire machine learning ecosystem. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369219001 2458 2018-05-24T21:13:00.913Z aidc2018 day 1 frameworks panel session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790625587001/fast-track-machine-learning-operationalization-through-streaming-integration 2018-06-27T16:53:05.612Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/fcacc148-a546-403c-a7e6-3da44f002737/29d02976-47f6-47bf-8bdc-f508b0d316ca/1280x720/match/image.jpg Fast-Track Machine Learning Operationalization Through Streaming Integration Attendees of this session will leave having successfully built a full end-to-end operational machine learning application, and understand the principles by which this can be applied to their specific use-cases. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790625587001 3446 2018-05-28T21:03:25.803Z aidc2018 cloud/datacenter day 2 hands-on lab All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369218001/beyond-the-trolley-problem---ethics-in-ai 2018-06-08T23:18:22.802Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/798d0310-67d2-4b7f-893e-efd9530b75eb/22f36fa9-cfd1-4110-9e43-6558550d5334/1280x720/match/image.jpg Beyond the Trolley Problem - Ethics in AI This talk examines the nature of ethics, how and why they might apply in a world of Artificial Intelligence technologies and emergent cyber-physical systems. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369218001 1758 2018-05-24T21:13:00.607Z ai ethics aidc2018 day 1 keynote All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790622144001/scaling-computer-vision-in-the-cloud 2018-06-27T17:16:01.747Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e835a41a-2436-4488-8229-b9e8293f6f0e/802b34d6-8aa9-465b-b9cc-0b1b4c4c6fce/1280x720/match/image.jpg Scaling Computer Vision in the Cloud Matroid brings computer vision to the masses by creating an easy-to-use studio. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790622144001 2306 2018-05-28T21:03:25.683Z aidc2018 cloud/datacenter day 2 image/video session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369217001/advancing-ai-performance-using-intel®-xeon®-scalable-systems 2018-06-27T17:38:03.452Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/414b6a75-f9d9-4f2e-b901-104ed630fcbc/d22e11bc-1e44-44b8-ad52-f7040c221cd2/1280x720/match/image.jpg Advancing AI Performance using Intel® Xeon® Scalable Systems Participants will learn how to harness the power of systems readily available through demonstrations of new methodologies that advance deep learning inference and training throughput on CPUs. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369217001 2767 2018-05-24T21:13:00.449Z aidc2018 cloud/datacenter day 2 frameworks session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790625586001/efficient-neural-network-training-on-dellemc-intel-xeon-r-based-supercomputers 2018-06-06T19:28:21.261Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e10c8007-3769-4080-ba86-631384e2399d/06db0bb7-c847-422b-8802-0fa7ebc93d53/1280x720/match/image.jpg Efficient Neural Network training on DellEMC Intel Xeon(R) Based Supercomputers https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790625586001 2684 2018-05-28T21:03:25.781Z aidc2018 cloud/datacenter day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789366113001/deep-learning-applied-to-genomics 2018-06-27T17:08:25.836Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/cea3c571-db68-48bc-8518-02b5818d0252/1742bc6e-9b85-4b53-a706-43d1240f28f8/1280x720/match/image.jpg Deep Learning Applied to Genomics In this talk, SGI and Intel researchers will talk about how this collaboration leveraged Intel’s AI capabilities to automate SGI’s protein sequence analysis to run in mere seconds. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789366113001 2743 2018-05-24T21:13:00.757Z aidc2018 cloud/datacenter day 1 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790624640001/tensorflow-optimized-for-intel®-xeon™ 2018-06-27T17:16:47.995Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/27b59a7b-7443-404e-a1e7-9aa1b72b0b73/f07d7b02-e817-46a5-bb35-6ea07716da7a/1280x720/match/image.jpg Tensorflow Optimized for Intel® Xeon™ In this talk we describe Intel’s efforts in optimizing TensorFlow for Intel® Xeon™ processors (code name Skylake). https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790624640001 2774 2018-05-28T21:03:25.628Z aidc2018 cloud/datacenter day 2 frameworks session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789363011001/accelerate-value-from-big-data-ai-and-iot-initiatives-with-one-tenth-the-effort-in-your-data-center 2018-06-15T19:23:23.414Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/1d9fb301-67f3-46ac-a8d2-19d293145c76/fbf647cf-7057-4148-a323-c7125b975b2a/1280x720/match/image.jpg Accelerate Value from Big Data, AI, and IoT Initiatives with One Tenth the Effort in your Data Cente https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789363011001 2793 2018-05-24T21:13:00.574Z aidc2018 cloud/datacenter day 1 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790280884001/tiledb---array-data-needs-an-array-storage-manager 2018-06-27T16:55:33.850Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/609359c5-3dd7-4abb-b6b4-9e3da5f0afe3/d286f192-8455-4eb1-978f-eaa4280ad902/1280x720/match/image.jpg tileDB - Array Data Needs an Array Storage Manager Access to persistent storage determines overall performance, and for data defined in arrays, an array storage manager is the key. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790280884001 2755 2018-05-27T21:57:24.201Z aidc2018 cloud/datacenter day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790620419001/inference-with-intel---hands-on-workshop-fireside-chat-including-a-case-study-with-ge-healthcare 2018-06-27T16:51:00.226Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/d1b41529-44f6-4a40-a408-a8a69179074c/main/1280x720/41m57s150ms/match/image.jpg Inference with Intel - Hands-On Workshop + Fireside Chat Including A Case Study with GE Healthcare Optimizing training and decreasing time to train has a lot of industry attention. However, trained models need to be deployed to be used. This conversation will explore the path to optimized inference with GE as a specific example. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790620419001 5034 2018-05-28T21:03:25.797Z aidc2018 cloud/datacenter day 2 hands-on lab All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789367431001/end-to-end-ai-overview 2018-06-27T16:21:54.394Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/b0daece8-b786-4cf1-aa82-5df941bc3838/88bd7151-8e42-4d5e-b026-953c21b16052/1280x720/match/image.jpg End-to-End AI Overview From training to inference: create an end-to-end deep learning project using optimized hardware and software from Intel. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789367431001 5239 2018-06-19T15:21:53.949Z aidc2018 day 1 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056338001/portability-performance-in-embedded-deep-learning:-can-we-have-both 2018-06-19T18:17:03.533Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/5e542d9f-48e8-406e-801f-d35ea807af8c/main/1280x720/21m53s650ms/match/image.jpg Portability & Performance in Embedded Deep Learning: Can We Have Both? Best in class design techniques for developing portable networks to maximize performance on different compute architectures variety of network architectures. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056338001 2627 2018-06-19T15:04:15.459Z aidc2018 day 2 edge image/video session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790055249001/accelerated-characterization-of-neural-circuits-of-the-brain 2018-06-08T21:43:24.708Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/ab002d8d-46d3-4d79-a2a7-359244c1c899/985def72-f41b-45db-94c3-4b0b9b17029b/1280x720/match/image.jpg Accelerated Characterization of Neural Circuits of the Brain Modern parallel computing techniques and optimizations have allowed dramatic acceleration of computations to characterize neural circuits of the brain. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790055249001 2669 2018-05-26T22:00:01.822Z aidc2018 cloud/datacenter day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056337001/high-throughput-single-shot-multi-box-object-detection-ssd-on-edge-devices-using-aws-greengrass-lambdas 2018-07-02T15:50:59.407Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/9d826180-2a70-4687-8408-548b501a0ef5/55ca3160-7c7a-4576-ad54-6c4993f17666/1280x720/match/image.jpg HIGH throughput Single-shot multi-box object detection (SSD) on edge devices using AWS Greengrass La We demonstrate object detection using Single-shot multi-box detection (SSD) running on edge devices. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056337001 2611 2018-05-26T22:00:01.989Z aidc2018 cloud/datacenter day 2 hands-on lab image/video software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790062497001/aws-deeplens-workshop:-building-computer-vision-applications 2018-06-27T16:56:04.820Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c9aee624-0c92-4281-b163-2855aea5e861/e062fca6-2623-4d95-820e-980a73596611/1280x720/match/image.jpg AWS DeepLens Workshop: Building Computer Vision Applications In this workshop, developers have the opportunity to learn how to build and deploy computer vision models using the AWS DeepLens deep-learning-enabled video camera, powered by Intel AI technology. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790062497001 4781 2018-05-26T22:00:01.956Z aidc2018 cloud/datacenter day 1 edge hands-on lab image/video software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789363490001/best-practices-for-speed-in-deep-learning-applications-on-intel-architecture 2018-06-06T18:20:10.337Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/699bdc3d-e13a-4b38-be50-532ab292d5a9/6bea4f88-4eef-4e27-a9f7-7db814403879/1280x720/match/image.jpg Best Practices For Speed In Deep Learning Applications On Intel Architecture This workshop demonstrates how Intel software development tools can maximize your productivity in deep learning on Intel architecture. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789363490001 4177 2018-05-24T21:13:00.720Z aidc2018 cloud/datacenter day 1 framework hands-on lab All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790056335001/deep-learning-with-satellite-imagery 2018-06-06T18:23:15.598Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/ebbc68e0-f696-4b06-90e3-c5fd6f7cab73/c3123b30-d62d-4f64-9f59-f47140ac5ae1/1280x720/match/image.jpg Deep Learning with Satellite Imagery We will guide attendees through a hands-on exercise using the tools to train a small network on Intel® Xeon® Processors to detect buildings or road networks using the SpaceNet™ dataset. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790056335001 2930 2018-05-26T22:00:01.821Z aidc2018 cloud/datacenter day 2 hands-on lab image/video All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790045676001/designing-far-field-speech-processing-systems-with-intel-and-alexa-voice-service 2018-06-19T18:02:15.897Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8934ccfe-feb8-40ee-a9dd-d55ef0083e31/f4d4eff4-cf05-4c35-b834-1b7c3e22c5f3/1280x720/match/image.jpg Designing Far-Field Speech Processing Systems with Intel and Alexa Voice Service In this hands-on workshop, you will learn how to build a far-field voice-initiated prototype with the Alexa Voice Service (AVS), which enables you to integrate Alexa directly into your product. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790045676001 3278 2018-05-26T22:00:02.089Z aidc2018 day 2 hands-on lab nlp software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790624639001/ai-techniques-and-technologies-for-the-autonomous-home 2018-06-27T16:21:19.250Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/680d9b4a-9a49-45a9-9323-167c813d7cec/bec33d9d-c9e1-4e04-87b2-540178dcb9bb/1280x720/match/image.jpg AI Techniques and Technologies for the Autonomous Home This talk will focus on how machine learning technologies can learn human behavior to to make the home more intuitive. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790624639001 2941 2018-05-28T21:03:25.428Z aidc2018 day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789369110001/fpgas-in-deep-learning-inference-today 2018-06-27T16:52:19.517Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/e78ba68e-c7b9-464c-8b13-8eb3f0f67c2e/4e5ac5fd-bdd2-49bd-8342-aa43ac9c5e89/1280x720/match/image.jpg FPGAs In Deep Learning Inference Today We will discuss the specific technical features and the advances in hardware and software stack abstractions that highlight the FPGA value for Deep Learning. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789369110001 1851 2018-05-24T21:13:00.819Z aidc2018 cloud/datacenter day 1 edge session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368925001/natural-language-question-answer-systems:-hands-on-workshop 2018-06-27T16:41:25.595Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/ace374a7-8758-4266-a9d0-56c0589833d5/5fe5e3f9-96d8-4422-b512-c4e6dbb51e13/1280x720/match/image.jpg Natural Language Question/Answer Systems: Hands on Workshop In this hands on tutorial, you will learn how to implement practical Question and Answer systems such as chat bots, FAQ bots, and goal-oriented dialog systems using the open source nGraph and Intel NLP Architect libraries. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368925001 2774 2018-05-24T21:13:00.924Z aidc2018 cloud/datacenter day 1 hands-on lab nlp software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790054332001/build-deep-learning-powered-big-data-solutions-with-bigdl-for-apache-spark 2018-06-27T16:38:08.853Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/3faba9cd-3fc4-4565-b098-4667588fcaed/71403478-3fcf-4742-8b07-bf9901dae8b0/1280x720/match/image.jpg Build Deep Learning Powered Big Data Solutions with BigDL for Apache Spark* In this hands-on session we will get started with BigDL docker/VM on laptop with AWS - Running sample jupyter notebooks https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790054332001 3837 2018-05-26T22:00:01.963Z aidc2018 cloud/datacenter day 2 hands-on lab software tools All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790244445001/the-ai-first-experience 2018-06-26T16:22:51.584Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/86f20ad3-9fb1-46e5-a8a3-7126435d7c2e/026a1059-12ca-48e3-a992-ff44625e8cd6/1280x720/match/image.jpg The AI First Experience Overview of the importance of considering the customer and user experience when building and deploying a solution. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790244445001 1759 2018-05-27T18:42:04.671Z aidc2018 day 1 keynote All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790618422001/automated-feature-engineering 2018-06-27T16:20:07.085Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/8dcdfc3d-6f3d-4e9d-9cdc-0617f249c8b6/0dbe3e2b-dd0f-414c-8d68-9cec2eebf253/1280x720/match/image.jpg Automated Feature Engineering In this talk, I will focus on a robust feature engineering method, Randomized Union of Locally Linear Subspaces (RULLS). https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790618422001 2167 2018-05-28T21:03:25.431Z aidc2018 cloud/datacenter day 2 session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790323853001/closing-keynote-with-andrew-ng 2018-06-08T23:16:19.401Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/4f77a363-6e96-4591-88c6-4ddab78da315/b2f186bd-7a14-4b88-8775-d39a4de43755/1280x720/match/image.jpg Closing Keynote with Andrew Ng Andrew Ng, CEO, Deeplearning.ai, Landing.ai provides the Closing Keynote of the 2018 Intel AI DevCon. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790323853001 3691 2018-05-28T02:46:52.813Z aidc2018 day 2 keynote All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790057575001/operationalize-ai-for-instant-business-impact-with-hybrid-transactional-and-analytical-processing 2018-06-27T17:17:35.028Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/dbf28417-b086-4370-bdd2-59b391bc4e18/e2ed8e71-d487-4e11-adc4-90bdc002ab8b/1280x720/match/image.jpg Operationalize AI for Instant Business Impact with Hybrid Transactional and Analytical Processing Case studies will be presented on how AI and Machine Learning can be operationalized for price optimizations, fraud detection, risk calculations, and operational business intelligence. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790057575001 3005 2018-05-26T22:00:02.061Z aidc2018 cloud/datacenter day 2 hands-on lab All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368927001/trends-and-strategies-for-ai-investments-and-startup-funding 2018-06-11T23:34:53.678Z https://cf-images.us-east-1.prod.boltdns.net/v1/jit/4090876643001/c58a0c9f-8fc3-40d6-b8c8-9013b1168068/main/1280x720/30m47s350ms/match/image.jpg Trends and Strategies for AI Investments and Startup Funding https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368927001 3695 2018-05-24T21:13:01.022Z aidc2018 day 1 panel session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790616836001/understanding-new-vector-neural-network-instructions-vnni 2018-06-27T17:14:18.129Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/262deb6d-6bee-481a-af9e-5086e60dd6b7/6d157d33-e2ac-470c-921c-dc676f162ab0/1280x720/match/image.jpg Understanding New Vector Neural Network Instructions (VNNI) In this section we present the new integer vector neural network instructions targeting future Intel(R) Xeon(R) Scalable processors. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790616836001 1878 2018-05-28T21:03:25.531Z aidc2018 cloud/datacenter day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789365726001/cost-effective-deployment-of-ge-s-ct-axial-classification-algorithm-on-intel-server-platform-using-intel-deep-learning-deployment-toolkit 2018-06-06T19:24:03.638Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/656bccb4-6853-47c8-94e1-15bf9a2db098/0eb2b77b-b8fc-401c-83f6-4aac91bf4cd5/1280x720/match/image.jpg Cost effective deployment of GE's CT axial classification algorithm on Intel server platform using I GE and Intel collaborated on a core-scaling study to establish the inference throughput of the CT Axial Classification model when deployed on Intel Xeon based platform. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789365726001 2505 2018-05-24T21:13:00.774Z aidc2018 cloud/datacenter day 2 image/video session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790057574001/making-sense-of-visual-data 2018-06-27T16:59:57.290Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/a0ad8c36-234d-4fba-a447-e421b7e9649a/44c3458d-c522-4aa0-9611-763966fb1e0d/1280x720/match/image.jpg Making Sense of Visual Data Researchers will share cutting-edge visual understanding technologies for solving the visual data explosion problem. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790057574001 2235 2018-05-26T22:00:01.820Z aidc2018 cloud/datacenter day 2 image/video session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368926001/fast-cnn-inference-in-resource-constrained-environments 2018-06-27T17:00:58.400Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/d7fcff88-e73b-4343-ab94-300ea31adfbd/fb9f33c8-0c38-477a-8576-1419cd7b6357/1280x720/match/image.jpg Fast CNN Inference in Resource-Constrained Environments This work presents the usage of specialized vision processing unit (VPU) from Intel to help accelerate existing and emerging CNN architectures. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368926001 859 2018-05-24T21:13:00.925Z aidc2018 day 2 edge session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790619969001/deep-learning-at-scale-with-bigdl-on-apache-spark-and-ibm-dsx 2018-06-27T17:02:09.961Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/2d681f5b-43f4-46ef-ad1c-655b6a94e870/0a4a7408-c9e7-45e2-812f-f09cc20c0f4a/1280x720/match/image.jpg Deep Learning at Scale with BigDL on Apache Spark and IBM DSX In this session led by IBM and Intel's data science experts, we will teach how to leverage BigDL workloads in the popular IBM DSX environment to solve real world deep learning problems. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790619969001 2952 2018-05-28T21:03:25.575Z aidc2018 cloud/datacenter day 2 frameworks session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790618241001/deep-learning-based-classification-of-high-content-cellular-images-on-intel-architecture 2018-06-27T17:21:20.217Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/45e5a810-89d4-4027-9760-eaf0d1941c92/5245501e-d401-4a85-82a5-a7ad4e76dedd/1280x720/match/image.jpg Deep Learning-based Classification of High-content Cellular Images on Intel Architecture In this talk we describe our data science work for using deep learning to automate aspects of the drug discovery pipeline. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790618241001 1856 2018-05-28T21:03:25.677Z aidc2018 cloud/datacenter day 2 image/video session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790623335001/using-deep-learning-for-entity-detection-and-intent-extraction-in-natural-language 2018-06-27T16:40:03.767Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/36f7bb3f-3fcc-4543-8f1d-03dce5893645/e4eaf701-5db7-4fb3-ac68-df2ae67c16c4/1280x720/match/image.jpg Using Deep Learning for Entity Detection and Intent Extraction in Natural Language In this session, we’ll get a glimpse into how algorithms can extract meaning out of our language. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790623335001 3120 2018-05-28T21:03:25.777Z aidc2018 cloud/datacenter day 2 hands-on lab nlp software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789367429001/ai-for-human-interfaces---use-cases-and-ethics 2018-07-02T15:49:40.829Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/7fa094cf-8bcd-4b1e-8e53-49d524f8a087/d976f2bc-d753-4c07-958f-00f46884a8fe/1280x720/match/image.jpg AI For Human Interfaces - Use Cases and Ethics In this talk Chris Heilmann will show how we already use AI powered products day to day and how we should be dealing with the data of our users to achieve a Star Trek like future rather than a dystopian surveillance society. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789367429001 2772 2018-05-24T21:13:00.508Z ai ethics aidc2018 day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790327523001/jd.com-smart-retail-based-on-intel-client-ai-technology 2018-06-27T17:12:06.311Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/6d640a9f-c9fe-4f8a-b013-c17991485c64/345253d9-b0b9-44fb-80f7-52e0e7c0942e/1280x720/match/image.jpg JD.com Smart Retail Based on Intel Client AI Technology JD.com, a leading China retailer will share their technology solution for smart retail, based on Intel client technologies including integrated graphics and edge computing workstation. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790327523001 2456 2018-05-28T02:28:04.418Z aidc2018 cloud/datacenter day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789371433001/new-frontiers-in-imitation-learning 2018-06-15T19:20:03.784Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c55fc133-ab1a-45e0-9ebe-b6685a0526cb/91547177-4f34-40b4-a140-6b907c9c1488/1280x720/match/image.jpg New Frontiers in Imitation Learning In this talk, I will describe ongoing research in using imitation learning to develop predictive models of fine-grained behavior. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789371433001 2723 2018-05-24T21:13:00.826Z aidc2018 cloud/datacenter day 1 keynote research All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790624930001/accelerating-and-enabling-your-deep-learning-apps-on-macos 2018-06-27T17:04:27.985Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/dd05477c-9f09-486c-8ffc-4031faf29190/796684e3-cb55-4a2b-bc4c-61a397ca04a0/1280x720/match/image.jpg Accelerating and Enabling Your Deep Learning Apps on MacOS This presentation will describe the hardware and software infrastructure that supports machine learning at global scale. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790624930001 2288 2018-05-28T21:03:25.883Z aidc2018 client day 2 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790618240001/ai-low-numeric-precision-inference-on-fpgas 2018-06-27T16:39:30.031Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/4da7cfe9-3080-48a7-95de-adf39673a653/0051b8d2-5c64-4f49-86d7-6e2f82c31b33/1280x720/match/image.jpg AI Low Numeric Precision Inference on FPGAs This research explores the technical and practical feasibility of low precision deep neural networks, from 8-bit down to binary (1-bit) in for both activation and weights, and compares the accuracy of various low precision implementations across a st https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790618240001 1794 2018-05-28T21:03:25.582Z aidc2018 cloud/datacenter day 2 research session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790619968001/topological-data-analysis-with-persistent-homology 2018-06-27T17:04:58.307Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/1e3c6274-c58a-4c3d-b31a-80a0ab2a7d00/b77b36e9-96f5-4b33-bd39-899074ddca55/1280x720/match/image.jpg Topological Data Analysis with Persistent Homology We begin with an accessible review of persistent homology and then draw the connections between deep learning and persistent homology that may help to strengthen both, using examples from neuroscience and medicinal chemistry. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790619968001 2365 2018-05-28T21:03:25.484Z aidc2018 day 2 research session software All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368924001/deep-learning-and-the-transformation-of-science-exploration 2018-06-27T16:04:08.661Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/c8a5bea0-e8dc-4d64-b062-aa23c49df8ef/a0a9abc4-4fd7-4f2b-a7cd-6f7de8f05caa/1280x720/match/image.jpg Deep Learning and the Transformation of Science Exploration The session will discuss the unique characteristics of Deep Learning and how they constitute a ‘game changer’ for science exploration. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368924001 2484 2018-05-24T21:13:00.668Z aidc2018 cloud/datacenter day 1 research session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5789368923001/applied-machine-learning-at-facebook:-a-datacenter-infrastructure-perspective 2018-06-27T16:00:12.800Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/574647df-9e32-4b95-add2-6c60b28627d1/33ea5908-2c8e-4ae3-bae0-1b54507e2370/1280x720/match/image.jpg Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective This presentation will describe Facebook's hardware and software infrastructure that supports machine learning at global scale. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5789368923001 2102 2018-05-24T21:13:00.474Z aidc2018 cloud/datacenter day 1 session All Videos http://aidc.gallery.video http://aidc.gallery.video/detail/video/5790055250001/introduction-to-deep-learning-for-time-series-data 2018-06-13T19:08:44.650Z https://cf-images.us-east-1.prod.boltdns.net/v1/static/4090876643001/d8c254a9-9a75-4260-94f6-50c1557a2ba4/806e8e0c-b6f6-4c8b-a73e-9acad34282ac/1280x720/match/image.jpg Introduction To Deep Learning For Time Series Data In this hands-on workshop, participants will learn how to build and train an nGraph model for predictive maintenance of aircraft engines. https://players.brightcove.net/4090876643001/H120qZVBW_default/index.html?videoId=5790055250001 2695 2018-05-26T22:00:02.121Z aidc2018 cloud/datacenter day 2 framework hands-on lab time series All Videos http://aidc.gallery.video