fast.ai Courses

Practical Deep Learning For Coders

8 reviews

Learn how to get a GPU server online suitable for deep learning— to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

• Independent
• 10 hours a week, 7 weeks long
• On-Demand
• Free Online Course

Learn the most important machine learning models, as well as key skills in data preparation, model validation, and building data products. There are around 24 hours of lessons, and you should plan to spend around 8 hours a week for 12 weeks to complete t…

• Independent
• 24 hours worth of material
• 30th Sep, 2018
• Free Online Course

Computational Linear Algebra

The primary resource for this course is the free online textbook of Jupyter Notebooks, available on Github. They are full of explanations, code samples, pictures, interesting links, and exercises for you to try. Anyone can view the notebooks online by cl…

• Independent
• 24th Jul, 2017
• Free Online Course

This course assumes you are familiar with part 1, Practical Deep Learning for Coders, so head over there if you haven't completed that course, or are not already familiar with current deep learning best practices. We will be assuming familiarity with eve…

• Independent
• 10 hours a week, 7 weeks long
• 31st Jul, 2017
• Free Online Course