fast.ai - Making neural nets uncool again

fast.ai Making neural nets uncool again

Free

#Deep Learning
#PyTorch
#Coding
#Software Development
#Literate Programming
#jupyter notebooks

What is fast.ai?

Fast.ai is dedicated to democratizing deep learning. The organization offers a variety of resources including courses, software, and research. Its primary aim is to make cutting-edge deep learning techniques more accessible to everyone, especially those with some coding background.

Key offerings include "Practical Deep Learning for Coders" courses and software libraries like fastai for PyTorch and nbdev. The organization also publishes a book and research, contributing significantly to the deep learning community, and is recognized in publications such as The Economist and The New York Times.

Features

Practical Deep Learning Courses: Comprehensive courses designed to teach deep learning from the foundations to advanced topics.
fastai Library: A deep learning library built on PyTorch that simplifies the process of training fast and accurate neural networks.
nbdev: A literate programming environment that allows the creation of complete Python packages using Jupyter Notebooks.
Research Publications: Publishes original research and insights on deep learning topics.
Book: 'Practical Deep Learning for Coders with fastai and PyTorch' provides in-depth knowledge on deep learning concepts and implementation.