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Watch this month's highlights for a personal Game Developer Conference recap, the latest on Intel's first open-source release of Intel® Media SDK for Linux*, and more.

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Scale Deep Learning

Last updated: June 22, 2017Video length: 29min

This session discusses how to find good multiple-CPU performance with Theano* and TensorFlow*, how to extend a single-machine model with MPI, and how to optimize its performance as we scale out and up.

Optimize Machine Learning Workloads on Intel® Platforms

Last updated: June 22, 2017Video length: 46min

This session showcases distributed deep learning on an Intel® Xeon Phi™ processor cluster with Intel® Omni-Path Architecture.

Data Analytics and Simulation in Parallel with MATLAB*

Last updated: June 22, 2017Video length: 46min

Explore the MATLAB* language's parallel capabilities.

What Should You Look For in Data Science, Analytics, and Machine Learning: Analytics Tutorial Series

Last updated: June 21, 2017Video length: 2min

In the sixth and final video of the Analytics Tutorials we talk about what to look for in data science, analytics and machine learning when applying them in real life. Every industry is capable of having analytics and machine learning applied to solve problems – the challenge is doing them correctly and repeatedly!

What Are The Myths Associated with Analytics and Machine Learning?

Last updated: June 21, 2017Video length: 3min

In the fifth video in the Analytics Tutorials we discuss the many myths associated with analytics and machine learning, and how to debunk them.

What Are Other Terms Associated With Machine Learning: Analytics Tutorial Series

Last updated: June 21, 2017Video length: 3min

In the fourth video in the Analytics tutorial we talk about some other terms associated with machine learning.

What is Machine Learning: Analytics Tutorial Series

Last updated: June 21, 2017Video length: 4min

In the third video of the Analytics Tutorials we discuss Machine Learning, the action of automating analytics that learn over time using computers.

How Has Data Science Evolved: Analytics Tutorial Series

Last updated: June 21, 2017Video length: 3min

In the second video of the Analytics Tutorial Series we discuss how data science has evolved.

What is Data Science: Analytics Tutorial Series

Last updated: June 21, 2017Video length: 2min

In the first video of the Analytic tutorials we talk about data science! Data Science is the confluence of math, statistics, hardware, software, the domain (or market segment) and data management.

BigDL Overview

Last updated: June 9, 2017Video length: 2min

This video provides an overview of the BigDL distributed deep learning framework for Apache Spark*.

Installing Ubuntu* on the Intel® Joule™ Compute Module

Last updated: June 7, 2017Video length: 2min

Visual walk-through of the procedure to install Ubuntu* on the Intel® Joule™ compute module with the Intel® Joule™ developer kit.

Flashing the BIOS on the Intel® Joule™ Compute Module

Last updated: June 6, 2017Video length: 2min

Visual walk-through of the procedure to flash the BIOS on the Intel® Joule™ Compute Module with the Intel® Joule™ developer kit.

HPC Applications Need High-Performance Analysis

Last updated: June 5, 2017Video length: 41min

Explore HPC performance characterization analysis to gain actionable insight into how efficiently compute-intensive applications use system resources

Accelerate Application Performance with OpenMP* and SIMD Parallelism

Last updated: June 2, 2017Video length: 49min

Using the OpenMP* programming model, we’ll work on and optimize sample multi-threaded code, and illustrate best practices for efficiency and speed ups.

AI News: June 2017

Last updated: June 1, 2017Video length: 2min

This episode of AI News we tell you where you can sign up to learn about some changes in TensorFlow, look at some new Microsoft Azure announcements, and point you to where you can learn how to set up a production-ready machine learning workflow with Intel Nervana technology, neon, and Pachyderm. We also introduce you to the Intel Student Developer Program.

Introduction to Deep Learning with neon™

Last updated: May 22, 2017Video length: 39min

Basic deep learning concepts for neon™ codebase and deep learning modeling.

Recurrent Neural Networks

Last updated: May 22, 2017Video length: 26min

The importance of recurrent neural networks for sequence data. Review LSTMs and GRU architectures.

Convolutional Neural Networks

Last updated: May 22, 2017Video length: 27min

Introduce the convolutional neural networks.

neon™ Workflow

Last updated: May 22, 2017Video length: 14min

Explains how to construct models and use command line arguments to customize training runs.

Tutorial: Building and Training Recurrent and Convolutional Neural Networks

Last updated: May 22, 2017Video length: 1hr 7min

 This session is targeted at data scientists and researchers interested in taking deep learning to the next level of speed and scalability. The tutorial covers how to use neon™ to build and train Recurrent Neural Networks to generate text, and Convolutional Networks to perform image classification.

Lecture Series: Building and Deploying with neon™

Last updated: May 22, 2017Video length: 1hr 18min

Using hands-on exercises and tutorials, this meetup will showcase how deep learning can be quickly applied to image, video and natural language processing problems with the aim of providing participants the knowledge they would need to get started on their datasets.

Intel’s Deep Learning Training Tool - Multi-node Setup Using Cloud Formation

Last updated: May 12, 2017Video length: 3min

This video demonstrates a full multi-node installation process on an AWS cloud Linux machine.

Intel’s Deep Learning Training Tool - Single Node Installation on AWS

Last updated: May 12, 2017Video length: 3min

This video demonstrates a full single-node installation process of the Deep Learning Training Tool on an AWS cloud Linux machine.

Intel’s Deep Learning Training Tool - Installation Key Conversion

Last updated: May 12, 2017Video length: 2min

This video demonstrates the Deep Learning Training Tool installation process of creating an AWS private key and converting it a PPK format for Windows installations.

Intel’s Deep Learning Training Tool - Linux Installation Overview

Last updated: May 12, 2017Video length: 1min

This video demonstrates a full single-node installation process of the Deep Learning Training Tool on a Linux machine.

Intel’s Deep Learning Training Tool - Installer Overview

Last updated: May 12, 2017Video length: 2min

Installer review, covering the different installation options and prerequisites.

Nor-Tech

Dassault Systèmes* and Nor-Tech* Optimize Simulation Performance

Last updated: May 12, 2017Video length: 2min

Dassault Systèmes* and Nor-Tech* use Intel® HPC Orchestrator to boost simulation performance.

Voice Control Framework

Voice Control Framework with Intel® NUC and Amazon Alexa*

Last updated: May 8, 2017Video length: 40min

Learn how to use Intel® IoT Technology and Amazon Alexa* skills to create custom voice powered IoT solutions.

Unreal Engine

Optimization Deep Dive: Unreal Engine 4 on Intel

Last updated: May 8, 2017Video length: 28min

Wang Kai introduces the capabilities of Intel platform, combined with unreal engine 4. This videos shows how to improve the performance and user experience for unreal engine 4 applications.

AI News: May 2017

Last updated: May 4, 2017Video length: 3min

In this month's episode, we'll provide you some information about deep learning, what to expect at PyCon 201, tell you a little bit about Julia, and have you ever heard of a MOOC?

Intel® Software Guard Extensions (Intel® SGX) Webinar

Last updated: April 20, 2017Video length: 33min

To strengthen the security of your apps watch this video

DPDK Application Profiling using Intel® VTune™ Amplifier

Last updated: April 20, 2017Video length: 4min

This video demonstrate how to use Intel® VTune™ Amplifier to profile an application to find out performance bottlenecks. Here we will be using DPDK sample application Testpmd for profiling purpose.

Introduction to BigDL on Apache Spark* Part3

Last updated: April 18, 2017Video length: 11min

Bringing Deep Learning to the Big Data Platform; use cases and how to get started.

Introduction to BigDL on Apache Spark* Part2

Last updated: April 18, 2017Video length: 15min

Bringing Deep Learning to the Big Data Platform; the architecture, features and code.

Introduction to BigDL on Apache Spark* Part1

Last updated: April 18, 2017Video length: 14min

Bringing Deep Learning to the Big Data Platform; concept refresh and BigDL motivation.

Introduction to BigDL on Apache Spark*

Last updated: April 18, 2017Video length: 55min

Bringing Deep Learning to the Big Data Platform

Intel® Nervana™ Solution Stack

Last updated: April 10, 2017Video length: 1hr 3min

A review of the Intel® Nervana™ solution stack from hardware, to low-level libraries, to deep learning frameworks.

Introduction to IoT Security with Intel and IBM

Last updated: April 7, 2017Video length: 26min

Smart homes and the individual devices in them allow for new efficiencies by connecting data previously held in disparate locations. Unfortunately, because of this connectedness, these same devices also open users up to new privacy and security risks.

Smart Home Data Analytics with Intel and IBM

Last updated: April 7, 2017Video length: 20min

Building on the smart home fundamentals presented in the first webinar, Intel and IBM experts will guide you through collecting sensor data and analyzing the data in order to determine when a sprinkler system should run.

IoT Introduction: Smart Home Basics with Intel and IBM

Last updated: April 7, 2017Video length: 20min

Devices in and around our homes are becoming more connected, resulting in smart homes that can lead to smart communities. See a practical, smart home demo and learn how IoT technology from Intel and IBM can lead to an environmentally friendly community.

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