Deep Learning

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Course Details

  • Location: Online
  • Duration: 11 - 12 weeks
  • Times: Evenings
  • Cost : $1,765

Next Start Date:

April 7, 2026

This course is part of a certificate program. You can also take it without enrolling in the program.

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About this Course


Deep learning is a subfield of machine learning that’s inspired much of the recent innovation in artificial intelligence (AI). Built on neural networks, deep learning is influenced by how the human brain works. Deep learning has led to advances in everything from image, audio and video classification to content generation, which has the potential to replicate human creativity. In this course, you’ll gain both a theoretical understanding of deep learning and hands-on experience with emerging use cases. 

See Requirements

WHAT YOU’LL LEARN

  • The underlying conceptual principles of neural networks
  • Deep learning techniques such as dropout and batch normalization
  • How to select appropriate loss functions, optimizers and activation functions
  • The application of CNNs, RNNs, transformers and more 
  • How to build computer vision models, large language models (LLMs) and game-playing agents

GET HANDS-ON EXPERIENCE

  • Gain hands-on experience with cutting-edge methods in deep learning
  • Build models using popular open-source tools such as Keras and TensorFlow
  • Leverage LLMs to create a wrapper and accelerate development

Learning Format

Online With Real-Time Meetings

Online Synchronous

Combine the convenience of online learning with the immediacy of real-time interaction. You’ll meet with your instructor and classmates at scheduled times over Zoom. Learn More »

Course Sessions

Online Synchronous

Noncredit

  • Online
  • Tue
  • 11 weeks
  • $1,765
View Certificate Program

Online

Meet your instructor

David Liu

Staff Machine Learning Engineer, Apple

NONCREDIT COURSE

You'll earn 3 continuing education units (CEUs) for successfully completing this course. Learn more about noncredit options.

Note

This course can only be taken as part of the Certificate in Machine Learning.

Noncredit

  • Online
  • Thu
  • 12 weeks
  • $1,765
View Certificate Program

Online

Meet your instructor

Gang Ji

Senior Engineering Manager, Google

NONCREDIT COURSE

You'll earn 3 continuing education units (CEUs) for successfully completing this course. Learn more about noncredit options.

Note

This course can only be taken as part of the Certificate in Machine Learning.

Noncredit

  • Online
  • Tue
  • 11 weeks
  • $1,881
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