Fast.ai is an e-learning site focused on deep learning and AI. It offers free, practical courses designed for developers and end users with some coding knowledge. The platform features the 'Practical Deep Learning for Coders' course, which teaches deep learning and machine learning. Fast.ai also develops software libraries such as fastai for PyTorch and nbdev, aimed at simplifying the development and deployment of machine learning models.
fast.ai Core Features
Free deep learning courses
Practical coding exercises
Community forums
fastai library for PyTorch
nbdev for Jupyter development
fast.ai Pro & Cons
The Cons
Mainly targeted at coders with some programming background, which may limit beginners without coding skills.
Does not offer direct commercial product support or enterprise-level services.
The Pros
Provides high-level components that simplify building deep learning models.
Offers extensive free and practical educational resources and courses.
Focuses on democratizing AI and making state-of-the-art techniques accessible.
Has an active open-source community and frequent updates.
Emphasizes ethical AI usage and societal implications.
