AI Courses and Certifications
Learn AI concepts and follow hands-on exercises with free self-paced courses and on-demand webinars that cover a wide range of AI topics. The content is designed for software developers, data scientists, and students. It provides a great introduction to the optimized libraries, frameworks, and tools that make up the end-to-end Intel® AI software suite.
AI Concepts
Computer Vision
Learn what computer vision is and how it works.
Generative AI
This subset of AI focuses on creating new, original content, and involves training and deploying AI models to generate data.
AI Inference
Inference is the process by which AI infers information from data.
Machine Learning
This technique is a subset of AI that uses models, or algorithms, to analyze large amounts of complex data.
Transfer Learning
This machine learning technique reuses a previously trained model on a new related model.
Self-Paced AI Courses
Introduction to Machine Learning
Get an overview of the fundamentals of machine learning on modern Intel® architecture. (12 weeks)
Deep Learning
Learn the basic techniques and foundations of deep learning on modern Intel architecture. (12 weeks)
Introduction to AI
Explore the fundamentals of AI—without the math—in this introductory course. (8 weeks)
Applied Deep Learning with TensorFlow*
Master the basics of using this platform with Intel architecture. (8 weeks)
Natural Language Processing
Get an overview of how machines process and classify textual information. (8 weeks)
Time-Series Analysis
To predict future data, study the techniques used to analyze and process sequential data. (8 weeks)
Deep Learning for Robotics
Find out how to use deep learning instead of traditional robotics algorithms in this course from Arizona State University. (4 weeks)
Anomaly Detection
Combine machine learning and statistics to solve this vital component of many industrial applications. (8 weeks)
AI on PC
Overcome the challenges of AI on edge devices using Windows* machine learning, Open Neural Network Exchange (ONNX*), and Intel® Distribution of OpenVINO™ toolkit on Intel hardware. (8 weeks)
AI on the Edge with Computer Vision
Learn how to use the Intel® Movidius™ Neural Compute Stick (NCS) for deep learning inference on edge devices.
Deep Learning Inference with Intel® FPGAs
Master how to engineer high-speed, machine learning inference applications on powerful Intel® FPGAs. (5 weeks)
On-Demand Webinars
Intel® Certified Developer—MLOps Professional
Learn this crucial skill through on-demand course material, hands-on labs, a Capstone project, and sessions with experts from Intel. Gain industry-recognized credentials upon passing the professional certification exam.