Tutorials, Webinars, & Technology Insight

 
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Provision Intel® Optane™ DC Persistent Memory in Linux*

Last updated: May 20, 2019Video length: 54 min

In this webinar, we demonstrate how to provision Intel® Optane™ DC persistent memory in Linux* using the open source ipmctl and ndctl utilities.

Introduction to PMEMKV

Last updated: May 13, 2019Video length: 4 min

Learn about pmemkv, an open-source key/value store for persistent memory based on the Persistent Memory Developer Kit (PMDK).

Managing Volatile Memory with Memkind

Last updated: May 13, 2019Video length: 2 min

Get an introduction to Memkind’s support for persistent memory and show how you can use it to manage volatile memory on your Intel® Optane™ DC persistent memory modules.

Introduction to Natural Language Processing (NLP) Architect

Last updated: May 13, 2019Video length: 52 min

This webinar focuses on introducing the audience to Natural Language Processing (NLP) Architect, a Python* library from the Intel® AI Lab for exploring the state-of-the-art deep learning topologies.

Introduction to the Intel® Distribution of OpenVINO™ Toolkit and Windows Machine Learning*

Last updated: May 13, 2019Video length: 1 min

In this webinar you will learn how real-time inference on the PC for visual workloads such as object detection, recognition, and tracking are now easily developed with Intel® Distribution of OpenVINO™ Toolkit and Windows Machine Learning* API.

A City Surveillance Solution from GeoVision Inc.*

Last updated: May 10, 2019Video length: 1 min

This solution uses Intel® Core™ i7 processors and supports up to four simultaneous video channels that perform facial recognition and tracking, plus gender recognition. This allows up to 40 humans to be processed concurrently.

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Configuring Intel® Optane™ DC Persistent Memory for Best Performance

Last updated: May 9, 2019Video length: 5 min

This video describes how to configure a 2nd Gen Intel® Xeon® Scalable platform with Optane DC persistent memory, and the factors to consider in order to enjoy the best performance.

Master of Shapes | VR Go-Karts!

Last updated: May 9, 2019Video length: 3 min

Learn how interactive design studio Master of Shapes created their VR Go-Kart experience using an Intel® NUC powered by an AMD* Radeon* RX Vega GPU and an Intel® Core™ i7 processor!

Video Series: Hands-On AI | Part 2: Cleaning Transformations

Last updated: May 2, 2019Video length: 3 min

Explore the concepts of data cleaning, which is an important aspect of data preprocessing for machine learning workloads. Get an introduction to common Keras (an open source neural network library) transformations like rescaling, gray scaling, sample wise centering, sample wise normalization, feature wise centering, and feature-wise normalization.

Video Series: Hands-On AI | Part 1: Introduction

Last updated: May 2, 2019Video length: 1 min

In this video series, learn how image data preprocessing can be used to clean and augment transformations on a dataset and why it matters.

 

Video Series: Hands-On AI | Part 3: Augmentation Transformations

Last updated: May 2, 2019Video length: 2 min

Learn some of the transformations used for data augmentation, an important aspect when training a model to work in varied environments. Explore rotation, horizontal shift, vertical shift, shearing, zoom, and horizontal and vertical flip transformations with examples.

Video Series: Hands-On AI | Part 4: Augmenting and Cleaning in Practice

Last updated: May 2, 2019Video length: 2 min

Combine the techniques from Part 3 in a practical way to strengthen the dataset. Understand how the Keras code is used to augment a dataset in a Jupyter* Notebook running on the Intel® DevCloud.

Video Series: Hands-On AI | Part 5: Conclusion

Last updated: May 2, 2019Video length: 1 min

The combination of these videos provides you with knowledge on how image data preprocessing can be used for cleaning and augmenting transformations on a dataset and why it matters.

Simple Single Instruction Multiple Data (SIMD) with Intel® Implicit SPMD Program Compiler

Last updated: April 25, 2019Video length: 45 min

Learn how to write fast, efficient, and maintainable vector code for the CPU with examples of simple SIMD that use the Intel® Implicit SPMD Program Compiler.

Open Source Denoising for Lightmaps in Unity*

Last updated: April 25, 2019Video length: 31 min

The integration between the Unity* game engine and the recently released Intel® Open Image Denoise library (an AI-based denoiser) for CPU-based lightmap denoising can significantly improve fidelity over bilateral blur.

Create a Scalable and Destructible World in HITMAN 2*

Last updated: April 25, 2019Video length: 57 min

IO Interactive* uses available hardware to dynamically upscale resolution and deliver more realism. See the design and architecture of the destruction system, asset pipeline, and game runtime.

Accelerate Large-Scale Inverse Kinematics

Last updated: April 25, 2019Video length: 35 min

The Deep Learning Deployment Toolkit allows game developers to quickly deploy deep-learning algorithms to solve inverse kinematics problems.

How to Fix Performance Woes

Last updated: April 23, 2019Video length: 37 min

Learn how to use Intel® Graphics Performance Analyzers to identify and quantify common performance bottlenecks, mitigate them, and validate optimizations.

Get Multicore Differentiation & Integrated Graphics Performance

Last updated: April 23, 2019Video length: 48 min

During the collaboration and development of Total War*: THREE KINGDOMS, Intel and Creative Assembly* learned tips and tricks for achieving better performance on the latest integrated GPUs.

The Architecture of 11th Generation Intel® Processor Graphics

Last updated: April 23, 2019Video length: 43 min

Get information on the building blocks and performance implications of this new release. Take an in-depth look at its new and innovative features.

Scalability for All: Unreal Engine* 4 with Intel

Last updated: April 23, 2019Video length: 33 min

Learn how Intel and Epic Games* collaborated to improve Unreal Engine* 4 performance for both CPUs and GPUs and how to take advantage of it.

Introduction to Reinforcement Learning Coach

Last updated: April 16, 2019Video length: 50 min

Introducing Reinforcement Learning (RL) Coach.

Dick Kaiser

Unveil Memory and Storage Breakthroughs for Applications

Last updated: April 3, 2019Video length: 3 min

Tap into an innovative new memory technology that delivers a combo of speed, capacity, and persistence with Intel® Optane® DC Persistent Memory. And with this bold new hardware, ensure your applications can take full advantage with optimal memory and storage. Find out what the best hardware configuration is, how to optimize performance, find persistence errors, and more—using VTune™ Amplifier and Intel® Inspector. View a quick demo of what these tools can do for you.

Eduardo Berrocal

Intel® Optane™ DC Persistent Memory Overview

Last updated: April 3, 2019Video length: 4 min

This video gives an introduction to the persistent memory programming model, showing some code examples with Persistent Memory Development Kit (PMDK).

Eduardo Berrocal

The Intel® Optane™ DC Persistent Memory Programming Model

Last updated: April 3, 2019Video length: 4 min

This video gives an introduction to the Intel® Optane™ DC Memory Modules.

Boost Deep Learning with Intel® Advanced Vector Extensions 512

Last updated: March 29, 2019Video length: 5 min

Learn how Intel® Advanced Vector Extensions 512 can accelerate deep learning within Intel® Xeon® Scalable processors.

Intel® Software Guard Extensions (Intel® SGX) - Fortanix* Testimonial

Last updated: March 19, 2019

Fortanix* talks about their implementation of Intel® SGX and how they use it in their portfolio of products and services.

Intel® Graphics Performance Analyzers 2019 R1 Release

Last updated: March 14, 2019Video length: 3 min

Learn about the exciting new features included in the Intel® Graphics Performance Analyzers 2019 R1 Release

Getting to Know the Intel® Neural Compute Stick 2

Last updated: March 13, 2019Video length: 48 min

In this webinar you’ll get an overview of the Intel® Neural Compute Stick 2 (Intel® NCS 2), what it is good for, and see how easy it is to get started.

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Examples of Intel® Game Dev Boost Programs

Last updated: March 12, 2019Video length: 1 min

Examples of Intel® Game Dev Boost co-marketing programs.

Intel® Game Dev Boost Overview

Last updated: March 12, 2019Video length: 1 min

Overview of the Intel® Game Dev Boost program.

Performance essentials using OpenMP* 4.0 vectorization with C/C++

Last updated: March 1, 2019Video length: 55 min

http://intel.com/software/products.  This webinar teaches you about vectorization, what it is and why you should care about it as a software developer.

Episode 4.1 - SIMD Parallelism and Intrinsics

Part 1: SIMD Parallelism and Intrinsics

Last updated: February 28, 2019Video length: 6 min

A discussion of expressing data parallelism.

Episode 4.2 Automatic Vectorization and Array Notation

Part 2: Automatic Vectorization and Array Notation

Last updated: February 28, 2019Video length: 6 min

Automatic Vectorization and Cilk Plus Array Notation.

Episode 4.3 Vector Dependence, Pointer Disambiguation and SIMD-Enabled Functions

Part 3: Vector Dependence, Pointer Disambiguation, and SIMD-Enabled Functions

Last updated: February 28, 2019Video length: 8 min

Some of the potential problems with vectorization.

Episode 4.4 Thread Parallelism and OpenMP*

Part 4: Thread Parallelism and OpenMP*

Last updated: February 28, 2019Video length: 3 min

OpenMP* thread parallelism.

Episode 4.5 Parallel Loops, Private and Shared Variables, Scheduling

Part 5: Parallel Loops, Private and Shared Variables, Scheduling

Last updated: February 28, 2019Video length: 4 min

Private/shared variables, parallel loops, scheduling.

Episode 4.6 Fork-Join Model OpenMP* Tasks

Part 6: Fork-Join Model OpenMP* Tasks

Last updated: February 28, 2019Video length: 3 min

Fork-Join parallelism

Episode 4.7 Race Conditions and Mutexes

Part 7: Race Conditions and Mutexes

Last updated: February 28, 2019Video length: 6 min

Race Conditions, Mutexes.

Episode 4.8 Parallel Reduction

Part 8: Parallel Reduction

Last updated: February 28, 2019Video length: 4 min

Parallel reduction in loops.

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