AI for Everyone (AI4E)™

AI for Everyone introduces anyone to modern AI technologies and applications so that you can be savvy consumers of AI products and services. You will learn how to identify opportunities and potential use cases in … Read more

Intel AI Academy

Welcome to Intel AI Academy on Makerspace! Learn AI theory and follow hands-on exercises with free courses from the Intel® AI Academy for software developers, data scientists, and students. These lessons cover AI topics and … Read more

Intel AI Academy – Deep Learning with BigDL

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

Intel AI Academy – Time-Series Analysis

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

Intel AI Academy – Computer Vision

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

Intel® AI Developer Workshop – Prework

This course is a prerequisite before attending “AI on Intel: AI from the Data Center to the Edge – An optimized path using Intel architecture” workshop. This course consists of four sections: Introduction to AI … Read more

Intel AI Academy – Natural Language Processing

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

Intel AI Academy – Deep Learning

This course provides an introduction to deep learning on modern Intel® architecture. Deep learning has gained significant attention in the industry by achieving state of the art results in computer vision and natural language processing. … Read more

Intel AI Academy – Introduction to AI

This course is for developers, students, or industry professionals from other computer science and engineering fields who are curious about AI. Explore AI—what it’s used for and why—without the math that is involved with later … Read more

Unsupervised Learning 2

Overview To be done. Prerequisites Complete “Unsupervised Learning in Python” course on Datacamp Requirements To complete this course, you will need a desktop/laptop system with Python installed as described in the “Setup your Machine Learning … Read more

The Data Science Design Manual Course

This course is based on the Data Science Design Manual by Professor Steven Skiena who is the Distinguished Teaching Professor of Computer Science at Stony Brook University. The course follows the topics in the book … Read more

Intel AI Academy – Machine Learning

This course provides an overview of machine learning fundamentals on modern Intel® architecture. Topics covered include: Reviewing the types of problems that can be solved Understanding building blocks Learning the fundamentals of building models in … Read more

Classification 2

Overview “Is it a cat or dog?”, “Will my customer churn, Yes or No?” are questions where classification algorithms can be used to answer. In this course, you will explore in more detail about building … Read more