About this Course

Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you’ll get an overview of what deep learning is all about.

Partnering with Vincent Vanhoucke, Principal Scientist at Google, and technical lead in the Google Brain team, we’ll teach you how deep learning builds on machine learning. Then you’ll get a chance to learn more about deep neural networks and advanced architectures such as convolutional networks and recurrent networks.

And if you’d like to dive even deeper into this cutting-edge field, we recommend that you continue your studies with our full-fledged Deep Learning Nanodegree program to get more hands-on experience.

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Course Cost
Free
Timeline
Approx. 3 months
Skill Level
intermediate
Included in Product

Rich Learning Content

Interactive Quizzes

Taught by Industry Pros

Self-Paced Learning

Student Support Community

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Deep Learning

byGoogle

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Course Leads

Vincent Vanhoucke

Vincent Vanhoucke

Instructor

Arpan Chakraborty

Arpan Chakraborty

Course Developer

What You Will Learn

Prerequisites and Requirements

Prior to taking this course, you should possess the following experience and skills:

  • Minimum 2 years of programming experience (preferably in Python)
  • Git and GitHub experience (assignment code is in a GitHub repo)
  • Basic machine learning knowledge (especially supervised learning)
  • Basic statistics knowledge (mean, variance, standard deviation, etc.)
  • Linear algebra (vectors, matrices, etc.)
  • Calculus (differentiation, integration, partial derivatives, etc.)

See the Technology Requirements for using Udacity.

Why Take This Course

You've heard so much about deep learning - from DeepMind's victory over the world's Go champion to skin cancer detection algorithms as good as the world's best doctors. Now get an overview of how deep learning actually works.

And once you have a better sense of the field, consider enrolling in our Deep Learning Nanodegree program to get hands-on with mastering this cutting-edge toolset.

What do I get?
Instructor videosLearn by doing exercisesTaught by industry professionals