Deep Learning

UW Professional & Continuing Education

How long?

  • 9 weeks
  • online

UW Professional & Continuing Education

Disclaimer

Coursalytics is an independent platform to find, compare, and book executive courses. Coursalytics is not endorsed by, sponsored by, or otherwise affiliated with any business school or university.

Full disclaimer.

Reviews

Comprehensive course analysis

Unbiased reviews from past participants
Global companies alumni of this course worked for
Positions of participants who took this course
Countries where most past participants are from
FREE
Individual needs analysis

About the course

Deep learning is a subfield of artificial intelligence that is inspired by how the human brain works, a concept often referred to as neural networks. In the last decade we’ve seen significant development of deep learning methods that enable state-of-the-art performance for many tasks, including image, audio and video classification. In this course, you’ll gain both a theoretical understanding of deep learning and hands-on experience with emerging use cases.

WHAT YOU’LL LEARN

  • The underlying conceptual principles of neural networks
  • Modern deep learning techniques such as dropout and batch normalization
  • How to select appropriate loss functions, optimizers and activation functions
  • The application of CNNs, RNNs, VAE and more
  • How to build computer vision models, machine translation system and game playing agents

GET HANDS-ON EXPERIENCE

  • Gain practice with cutting-edge techniques, including generative adversarial networks (GANs), reinforcement learning and BERT
  • Apply techniques to rapidly build and train deep neural networks using popular open-source tools such as Keras and TensorFlow

Experts

Dave DeBarr

Dave DeBarr has more than 18 years of experience using machine learning to implement high-performance solutions for a variety of commercial and government applications. DeBarr is a principal applied researcher at Microsoft, currently focusing on authentication and account security. In his time at...

Aitzaz Ahmad

Aitzaz Ahmad is an applied scientist specializing in machine learning at Amazon. He builds high-performance, scalable and reliable machine learning applications for Amazon's finance systems. Previously he was a senior data scientist at Procter & Gamble who led the efforts to deploy machine le...

Deep Learning at UW Professional & Continuing Education

From  $1,516
Add coaching to your course booking

Coaching can personalize and deepen learning for you and your organization.


Something went wrong. We're trying to fix this error.

Thank you for your application

We will contact the provider to ensure that seats are available and, if there is an admissions process, that you satisfy any requirements or prerequisites.

We may ask you for additional information.

To finalize your enrollment we will be in touch shortly.

Disclaimer

Coursalytics is an independent platform to find, compare, and book executive courses. Coursalytics is not endorsed by, sponsored by, or otherwise affiliated with any business school or university.

Full disclaimer.

Because of COVID-19, many providers are cancelling or postponing in-person programs or providing online participation options.

We are happy to help you find a suitable online alternative.