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This month, see how to build a cloud-connected sensor application. Learn how Intel is working to reduce automotive collisions, and find out about the upcoming Intel® HPC Developer Conference.

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AI News: July 2017

Last updated: July 6, 2017Video length: 1 min

In this episode of AI News you'll learn a little bit about how to Install the neon Framework on Ubuntu, Intel’s new role in joining the Partnership on AI, and about Intel and Facebook collaborating to boost Caffe 2 performance. Make sure to check out the resources for more information!

Overview of Intel® Omni-Path Architecture

Last updated: July 6, 2017Video length: 44 min

This session provides an overview of Intel® Omni-Path Architecture (Intel® OPA).

Move Message Passing Interface Applications to the Next Level

Last updated: July 6, 2017Video length: 48 min

Explore techniques to reduce and remove message passing interface (MPI) parallelization costs. Get practical examples and examples of performance improvements.

Intel® Graphics Performance Analyzers 2017 R2 Release

Last updated: June 30, 2017Video length: 2 min

Intel® GPA provides tools for graphics analysis and optimization that can help you make games and other graphics-intensive applications run even faster. The tools support the platforms based on the latest generations of Intel Core™ and Intel Atom™ processor families, for applications developed for Windows, Android, or Ubuntu* OS.

AWS IoT

Establish an IoT Gateway and Data Pipeline to Amazon Web Services (AWS)* IoT

Last updated: June 29, 2017Video length: 36 min

In this session, you will learn how to create a complete Gateway based IoT framework – from the edge to the cloud and back.

Run testpmd and pktgen Inside Separate Docker* Containers

Last updated: June 29, 2017Video length: 3 min

In this video you'll build and launch two Docker containers that use Open vSwitch with DPDK support.

In this video you'll run the DPDK test poll-mode driver (testpmd) in one container, and a traffic generator (pktgen) in another container, and see the two microservices communicate with each other using DPDK-enabled Open vSwitch*.

Launch Open vSwitch with DPDK and Configure the Ports and Flows

Last updated: June 29, 2017Video length: 3 min

In this video you'll learn to launch Open vSwitch* with DPDK support and then configure the bridge ports and flows.

Containers use fewer system resources than virtual machines, and DPDK improves packet processing throughput when network traffic has a lot of small packets, as is the case with telecommunications environments.

Build Open vSwitch with DPDK and Prepare to Launch Open vSwitch

Last updated: June 29, 2017Video length: 4 min

In this video you'll learn how to build DPDK, and then build Open vSwitch* with DPDK support. Then prepare the host system to run Open vSwitch.

Containers use fewer system resources than virtual machines, and DPDK improves packet processing throughput when network traffic has a lot of small packets, as is the case with telecommunications environments.

Build and Launch Docker* Containers with DPDK Support

Last updated: June 29, 2017Video length: 4 min

In this video you'll build and launch two Docker containers that use Open vSwitch with DPDK support.

Containers use fewer system resources than virtual machines, and DPDK improves packet processing throughput when network traffic has a lot of small packets, as is the case with telecommunications environments.

Introduction to High-Performance Computing (HPC) Containers and Singularity*

Last updated: June 28, 2017Video length: 1 hr 23 min

Members of the Lawrence Berkley National Laboratory (LBNL) introduce Singularity*, review use cases, and discuss future development ideas.

Using the Intel® Visual Fortran Compiler

Last updated: June 28, 2017Video length: 2 min

Getting end user familiar with the Intel® Visual Fortran.

Understand and Harness the Capabilities of Intel® Xeon Phi™ Processors

Last updated: June 28, 2017Video length: 2 hrs 58 min

This session focuses on parallelism, memory, vectorization features (and associated performance analysis methodologies), and tools for applications on the Intel® Xeon Phi™ processor.

Optimize Matrix Operations using the Intel® Math Kernel Library (Intel® MKL)

Last updated: June 28, 2017Video length: 1 min

Shows Intel® Math Kernel Library (Intel® MKL) performance by comparing a triply nested loop to a DGEMM routine.

Manycores for the Masses

Last updated: June 28, 2017Video length: 50 min

The National Energy Research Scientific Computing Center (NERSC) explains their optimization strategy for porting codes to Intel® Xeon Phi™ processors.

A Library for Emerging High-Performance Computing Clusters

Last updated: June 28, 2017Video length: 58 min

Analyze opportunities and challenges with designing efficient runtimes for applications on high-performance computing (HPC).

Everything You Need to Know About the Intel® MPI Library

Last updated: June 28, 2017Video length: 45 min

This session helps beginner and intermediate users understand the capabilities in the Intel® MPI Library.

Software Defined Visualization (SDVis): Get the Most Out of ParaView* with OSPRay

Last updated: June 28, 2017Video length: 1 hr 43 min

This tutorial is an introduction to rasterization and ray tracing. Get an overview of open-source software packages for the open-science community.

Use C++ and Intel® Threading Building Blocks (Intel® TBB) for Hardware Programming

Last updated: June 28, 2017Video length: 50 min

Explore an alternate approach for achieving gains in hardware performance.

Optimize a Loop Centric Application Using Intel® Threading Building Blocks (Intel® TBB)

Last updated: June 28, 2017Video length: 2 min

Explore how to increase performance of a Taylor series algorithm using Intel® Threading Building Blocks (Intel® TBB).

Optimize a Classic Graph Algorithm Using Intel® C++ Compiler

Last updated: June 28, 2017Video length: 2 min

Explore how to increase performance of this classic graph algorithm using thread-based and explicit vector programming technique. Optimize the C++ sample of Dijkstra’s shortest path graph algorithm using the Intel® C++ Compiler.

Improve Vectorization Efficiency

Last updated: June 28, 2017Video length: 49 min

Watch a demonstration on analyzing memory access patterns.

Optimization of Profrager, a protein structure and function prediction tool

Last updated: June 28, 2017Video length: 38 min

Optimization of Profrager, a protein structure and function prediction tool

IOT Protocols

Last updated: June 27, 2017Video length: 3 min

An Intel® IoT Network can be created with many variations of hardware and software. Intel works with other companies to create Intel® based gateway systems. In this video we will use an Intel® NUC, the Grove sensor kit from Seeedstudio and an Arduino 101 to build all the hardware and software components to gather data from sensors, analyze it, and to perform automatic actions within the local IoT network.

Sensors and Actuators Overview

Last updated: June 27, 2017Video length: 2 min

What are sensors and actuators? In this video we provide a quick overview of what these are and we also take a closer look at what is provided in the Grove sensor kit.

Overview of Intel® IoT Commercial Workshops

Last updated: June 27, 2017Video length: 4 min

The Internet of Things is transforming the way that everyday objects can be integrated into online applications.

Follow Along with the Intel® IoT Commercial Workshops Using Docker*

Last updated: June 27, 2017Video length: 1 min

This video briefly discusses how to best follow along in the Intel® Commercial IoT Lab series, and points you to the Docker compose scripts that will you can use to set up your environment correctly for each lab. This video also directs you to the SSG-DRD-IOT Organization GitHub repo.

Intel® Threading Building Blocks (Intel® TBB) 10th Anniversary

Last updated: June 26, 2017Video length: 53 min

An overview of Intel® Threading Building Blocks (Intel® TBB) and updates to its library for high-performance computing.

Get Your Hands Dirty with Intel® Distribution for Python*

Last updated: June 26, 2017Video length: 1 hr 52 min

See how to use Intel® Distribution for Python* and Intel® Data Analytics Acceleration Library (Intel® DAAL) to accelerate data analytics and machine learning algorithms.

Accelerate Your Python* Code through Profiling, Tuning, and Compilation

Last updated: June 26, 2017Video length: 1 hr 19 min

Learn about the latest developments and tools for high-performance Python* for scikit-learn*, NumPy, SciPy, Pandas, mpi4py, and Numba*.

Accelerating Scikit-learn with the Intel® DAAL Performance Library

Last updated: June 26, 2017Video length: 2 min

Get high performance Python at your fingertips with the free Intel® Distribution for Python, and experience faster scikit-learn for your machine learning workflows.

Python Profiling – Benefits & features in Intel® VTune Amplifier

Last updated: June 26, 2017Video length: 2 min

Intel® VTune Amplifier is a powerful performance profiler that can help significantly accelerate your Python and native code applications, by quickly and accurately identifying lines of code that are performance bottlenecks

Intel® Distribution for Python – Highlights & Overview

Last updated: June 26, 2017Video length: 4 min

Get high performance Python at your fingertips with the free Intel® Distribution for Python. Intel released the Intel® Distribution for Python* in September 2016, and it has made a huge impact in advancing the performance of Python closer to native code

Techniques Employed to Accelerate NumPy & SciPy in Intel® Distribution for Python

Last updated: June 26, 2017Video length: 3 min

Get high performance Python at your fingertips with the free Intel® Distribution for Python, and experience significant speedups for NumPy and SciPy with the Intel® Math Kernel Library (Intel® MKL).

Optimize Machine Learning Workloads on Intel® Platforms

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

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

Scale Deep Learning

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

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.

Data Analytics and Simulation in Parallel with MATLAB*

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

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: 2 min

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: 3 min

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: 3 min

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: 4 min

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

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