New!
Nanodegree Program

Expand Your Knowledge of Artificial Intelligence

Learn essential Artificial Intelligence concepts from AI experts like Peter Norvig and Sebastian Thrun, including search, optimization, planning, pattern recognition, and more.

Enrollment Closing In

  • Time
    1 Three-Month Term

    Study 12-15 hrs/week and complete in 3 months.

  • Classroom Opens
    April 16, 2019

    Classroom opens 7 days after enrollment closes

Dream big. We’ll get you there!

Whatever your goals, Udacity is dedicated to helping you make them happen. Master the latest skills, build amazing projects, and advance your career. With our unrivaled support and personalized attention we’ll do everything we can to make sure you succeed. We’ve got the support you need to turn your dreams into reality.
  • Dedicated personal mentor

    Overcome barriers to your learning with a knowledgeable mentor who can answer your questions and keep you focused on your goals.

  • Weekly live sessions

    Get the close attention you need and interact with your classmates in regular live Q&A sessions and webinars.

  • Personalized learning plan

    Accelerate your learning and beat your goals with a learning plan designed around your life.

Why Take This Nanodegree Program?

Learn from the world’s foremost AI experts, and develop a deep understanding of algorithms being applied to real-world problems in natural language processing, computer vision, bioinformatics, and more. Practice a structured approach for applying these techniques to new challenges, and emerge fully prepared to advance in the field.


Why Take This Nanodegree Program?

Top AI specialists are making $300-500k salaries!

Build a Deep Understanding of AI
Build a Deep Understanding of AI

Build a Deep Understanding of AI

Learn AI algorithms that have been successfully applied to real world problems in NLP, computer vision, bioinformatics, and more. Learn how to solve problems with these tools so that you can apply them in the real world.

Learn from the World’s Foremost AI Experts

Learn from the World’s Foremost AI Experts

Explore probabilistic models for pattern recognition with Sebastian Thrun, founder of Google’s self-driving car team. Discover how to implement key AI algorithms with Peter Norvig, co-author of the leading AI textbook. Learn how to frame and solve modern AI problems, and gain real-world experience.

Unique Projects, Personalized Feedback
Unique Projects, Personalized Feedback

Unique Projects, Personalized Feedback

Work on specially-designed projects, and receive detailed feedback on each from our mentors.

Personalized Project Reviews

Personalized Project Reviews

Work on career-caliber projects that will populate and enhance your professional profile, and benefit from detailed and actionable feedback from project reviewers who will help ensure you're doing your best work.

What You Will Learn

Download Syllabus
Syllabus

Learn Foundational AI Algorithms

Learn to write programs using the foundational AI algorithms powering everything from NASA’s Mars Rover to DeepMind’s AlphaGo Zero. You’ll master Beam Search and Random Hill Climbing, Bayes Networks and Hidden Markov Models, and more.

Learn to write AI programs using the algorithms powering everything from NASA’s Mars Rover to DeepMind’s AlphaGo Zero.

See fewer details

3 months to complete

Prerequisite Knowledge

This program requires experience with linear algebra, statistics, and Python (including object-oriented programming).See detailed requirements.

  • Constraint Satisfaction Problems

    Use constraint propagation and search to build an agent that reasons like a human would to efficiently solve any Sudoku puzzle.

    Build a Sudoku Solver
  • Search, Optimization, and Planning

    Build agents that can reason to achieve their goals using search and symbolic logic—like the NASA Mars rovers.

    Build a Forward Planning Agent
  • Adversarial Search

    Extend classical search to adversarial domains, to build agents that make good decisions without any human intervention—such as the DeepMind AlphaGo agent.

    Build an Adversarial Game Playing Agent
  • Fundamentals of Probabilistic Graphical Models

    Model real-world uncertainty through probability to perform pattern recognition.

    Part of Speech Tagging
AI is going to create all sorts of new jobs. I think it's nothing but upside and exciting for those who know what to do with it.
— Jordan Bitterman, CMO, IBM Watson Content & IoT Platform

Learn with the best

Peter Norvig
Peter Norvig

Research Director, Google

Peter Norvig is a Director of Research at Google and is co-author of Artificial Intelligence: A Modern Approach, the leading textbook in the field.

Sebastian Thrun
Sebastian Thrun

Founder, Udacity

Sebastian Thrun is a scientist, educator, inventor, and entrepreneur. Prior to founding Udacity, he launched Google’s self-driving car project.

Thad Starner
Thad Starner

Professor of Computer Science, Georgia Tech

Thad Starner is the director of the Contextual Computing Group (CCG) at Georgia Tech and is also the longest-serving Technical Lead/Manager on Google's Glass project.

Student Reviews

4.5

(57)

5 stars
43
75.4%
4 stars
8
14.0%
3 stars
2
3.5%
2 stars
2
3.5%
1 stars
2
3.5%
KEMAL Ç.

It was good. And I will improve my skills with ai. Thank you.

Weipeng S.

The program was great, but it would be better for me if more advanced lectures were provided. I love the way that the projects were going, which helped me a lot!

shashank rao m.

EPIC!. I have learnt so many things along the way. Most importantly, How to deal with python dictionaries :P (They are everywhere!). Thanks for this experience!

Rama Krishna J.

This has been fantastic experience, I get to learn more about AI and AI algorithms and continue to build application on this platform.

Chentian L.

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Get Started Now

New
Artificial Intelligence
$999 USD

total

Learn everything you need to start building your own AI applications