Archives: Courses

This course provides a complete introduction on how to use the Intel® Movidius™ Neural Compute Stick (NCS) for low-power deep learning inference on edge devices. Topics covered include: How to install and use the Intel® … Read more

Bridging the gap between big data and AI, BigDL is a distributed deep learning framework built on Apache Spark*. This course takes you through the basics of AI to building professional systems using this easy-to-use … Read more

By the end of this course, students will have practical knowledge of: What convolutional neural networks are and how they are built How to build a deep learning computer vision application What an FPGA is … Read more

This course teaches about time-series analysis and the methods used to predict, process, and recognize sequential data. Topics include: An introduction to time series and stationary data Applications such as data smoothing, autocorrelation, and AutoRegressive … Read more

This course provides an overview of computer vision on modern Intel® architecture. Topics include: Understanding how to use computer vision in industry Learning the main algorithms for image processing Exploring how machine learning is used … Read more

This course provides an overview of natural language processing (NLP) on modern Intel® architecture. Topics include: How to manipulate text for language models Text generation and topic modeling The basics of machine learning through more … Read more