fast.ai Courses

Practical Deep Learning For Coders

7 ratings

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
• 7 weeks, 10 hours a week
• Self-Paced
• Free Online Course

An introduction for coders that builds machine learning models from scratch and connects validation and interpretation to practical data products.

• Independent
• 24 hours
• Not Currently Offered
• Free Online Course

Computational Linear Algebra

Work through Jupyter notebooks and lecture videos to learn computational linear algebra, running Python code and exercises interactively with Anaconda and the scientific libraries.

• Independent
• Not Currently Offered
• Free Online Course

Explore cutting-edge deep learning across roughly 20 hours of lessons, working beyond CNNs and ResNets, RNNs with LSTM and GRU, batch normalization, Adam, and Keras.

• Independent
• 7 weeks, 10 hours a week
• Not Currently Offered
• Free Online Course