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      USA: Day 2 - Hands-On Labs

      Build Deep Learning Powered Big Data Solutions with BigDL for Apache Spark*

      Sujee Maniyam, Big Data Practitioner and Co-founder, Elephant Scale Brien Porter, Sr. Program Manager Big Data Technology, Intel Software The abundance of data and affordable cloud scale has led to an explosion of interest in Deep Learning. Unfortunately, up until now deep learning libraries did not scale well to Big Data or integrate well with common Big Data ecosystem tools. BigDL is a revolutionary new library that allows massive parallelization leading to scalable deep learning. With BigDL, Customers can now bring Deep Learning and AI to their business by leveraging existing infrastructure in the data center on their familiar software (Apache Spark/Apache Hadoop) and Hardware (CPU) stack. In this hands-on session we will focus on: - Getting started with BigDL docker/VM on laptop with AWS - Running sample jupyter notebooks (LeNet/MNIST examples) - Classifying image and text using BigDL via code builds - Seeing BigDL in practice with customers.

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      USA: Day 2 - Hands-On Labs

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      2:16:07
      Build a Battery Powered Deep Learning Inference Engine
      Build a Battery Powered Deep Learning Inference Engine
      1:03:56
      Build Deep Learning Powered Big Data Solutions with BigDL for Apache Spark*
      Build Deep Learning Powered Big Data Solutions with BigDL for Apache Spark*
      48:50
      Deep Learning with Satellite Imagery
      Deep Learning with Satellite Imagery
      54:37
      Designing Far-Field Speech Processing Systems with Intel and Alexa Voice Service
      Designing Far-Field Speech Processing Systems with Intel and Alexa Voice Service
      57:26
      Fast-Track Machine Learning Operationalization Through Streaming Integration
      Fast-Track Machine Learning Operationalization Through Streaming Integration
      43:30
      HIGH throughput Single-shot multi-box object detection (SSD) on edge devices using AWS Greengrass Lambdas
      HIGH throughput Single-shot multi-box object detection (SSD) on edge devices using AWS Greengrass Lambdas
      1:23:54
      Inference with Intel - Hands-On Workshop + Fireside Chat Including A Case Study with GE Healthcare
      Inference with Intel - Hands-On Workshop + Fireside Chat Including A Case Study with GE Healthcare
      44:54
      Introduction To Deep Learning For Time Series Data
      Introduction To Deep Learning For Time Series Data
      50:05
      Operationalize AI for Instant Business Impact with Hybrid Transactional and Analytical Processing
      Operationalize AI for Instant Business Impact with Hybrid Transactional and Analytical Processing
      40:17
      Optimizing CNN Inference on CPUs
      Optimizing CNN Inference on CPUs
      49:13
      Practical Deep Learning in Personalization- Developing Retail Customer Use Case
      Practical Deep Learning in Personalization- Developing Retail Customer Use Case
      52:00
      Using Deep Learning for Entity Detection and Intent Extraction in Natural Language
      Using Deep Learning for Entity Detection and Intent Extraction in Natural Language

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