AI Courses

Learn AI theory and follow hands-on exercises with our free courses for software developers, data scientists, and students. These lessons cover AI topics and explore tools and optimized libraries that take advantage of Intel® processors in personal computers and server workstations.

AI From the Data Center to the Edge


This AI course covers a data science workflow that starts with exploring a dataset and training a model and ends with deploying an application. Participants can receive a certificate after completing the course.

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Theory

From the basics of AI to graduate-level topics in technical AI theory, these courses explain the intuition and mathematics behind AI.

Machine Learning

Get an overview of the fundamentals of machine learning on modern Intel® architecture. (12 weeks)

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Deep Learning

Learn the basic techniques and foundations of deep learning on modern Intel architecture. (12 weeks)

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Introduction to AI

Explore the fundamentals of AI in this introductory course—without the math. (8 weeks)

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Natural Language Processing

Get an overview of how machines process and classify textual information. (8 weeks)

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Time-Series Analysis

Study the techniques used to analyze and process sequential data to predict future data. (8 weeks)

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Computer Vision

Discover the techniques used to create traditional and deep learning computer vision applications. (8 weeks)

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Software

Use the best software frameworks to quickly develop AI applications that can run anywhere from edge devices to across an entire data center.

Deep Learning with BigDL

Combine the power of AI and big data using BigDL, a distributed deep learning framework for Apache Spark*. (10 weeks)

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Distributed AI with the Ray Framework

Use Ray, a Python* framework from UC Berkeley's RISELab, to distribute AI training across many processors. (5 weeks)

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Applied Deep Learning with TensorFlow*

Master the basics of using TensorFlow* with Intel architecture. (8 weeks)

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For Professors: Instructional Materials

Get free access to curriculum on machine learning and deep learning for use in your classroom.

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Intel® DevCloud


Developers and students can use our free cloud compute system to provide a more powerful computing environment for their AI student courses.

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