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URL: https://www.udacity.com/course/intro-to-artificial-intelligence--cs271

⇱ Introduction to Artificial Intelligence | Udacity

Intro to Artificial Intelligence

Dive into the world of AI with a comprehensive introduction to its foundational concepts, including machine learning, computer vision, NLP, and probabilistic reasoning. This course offers a solid starting point for anyone looking to understand the field.

  • Course
  • Intermediate
  • 4.5 (259)
  • Updated: May 15, 2025
Free Course

Intro to Artificial Intelligence

Prerequisites

0 prerequisites

No prior technical experience required.

You will need to be able to communicate fluently and professionally in written and spoken English.

Course Outline

  • 33 lessons
  1. 1. Welcome to AI
  2. Explore More
  3. 2. Problem Solving
  4. Problem Set 1
  5. 3. Probability in AI
  6. 4. Probabilistic Inference
  7. Problem Set 2
  8. 5. Machine Learning
  9. 6. Unsupervised Learning
  10. Problem Set 3
  11. 7. Representation with Logic
  12. 8. Planning
  13. Problem Set 4
  14. 9. Planning under Uncertainty
  15. 10. Reinforcement Learning
  16. Problem Set 5
  17. 11. HMMs and Filters
  18. 12. MDP Review
  19. Midterm Exam
  20. 13. Games
  21. 14. Game Theory
  22. Problem Set 6
  23. 15. Advanced Planning
  24. 16. Computer Vision I
  25. 17. Computer Vision II
  26. 18. Computer Vision III
  27. Problem Set 7
  28. 19. Robotics I
  29. 20. Robotics II
  30. Problem Set 8
  31. 21. Natural Language Processing
  32. 22. Natural Language Processing II
  33. What’s Next

Program Instructors

2 instructors

Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:

Sebastian Thrun

Founder and Executive Chairman, Udacity

Sebastian Thrun

Founder and Executive Chairman, Udacity

Reviews

Average Rating: 4.5 (259 Reviews)

I’m really pleased with this product. The quality feels solid, it works exactly as described, and the overall experience has been smooth.

C
Chak Chan

Mar 29, 2026

Great training , lots of informative content

M
Mary May Francisco

Mar 25, 2026

his Data Analyst course was very helpful and well organized. The lessons explain important concepts such as data analysis, visualization, and Python tools in a clear and practical way. The projects help reinforce learning and develop real-world data skills. I highly recommend this course for anyone who wants to start a career in data analysis.

G
Gilberto Castilho Gualberto

Mar 16, 2026

good amazing course

H
Haytham Algaroudy

Mar 12, 2026

It was good to get course.

R
Rasmi Mishra

Mar 11, 2026

Free Course

Intro to Artificial Intelligence

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