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fast.ai

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Practical Deep Learning for Coders

Free

Free online course; coding experience is the only prerequisite stated

Every plan, in full

On the record

Course format
Part 1 has nine lessons of around 90 minutes each, and the course page also links a Part 2 video course described as over 30 hours.course.fast.ai · read 11 Oct 2026
Course platforms
The course recommends Kaggle Notebooks and Paperspace Gradient, and says some parts are done on the learner’s own laptop.course.fast.ai · read 11 Oct 2026
Course software
The course uses PyTorch, fastai, Hugging Face Transformers, and Gradio.course.fast.ai · read 11 Oct 2026
Course topics
Practical Deep Learning for Coders covers computer vision, natural language processing, tabular analysis, collaborative filtering, random forests, regression, and model deployment.course.fast.ai · read 11 Oct 2026
Integrations
The fastai documentation includes guides for using it with plain PyTorch, Ignite, Lightning, and Catalyst.docs.fast.ai · read 11 Oct 2026
Library features
The library documentation lists a GPU-optimized computer vision library, an optimizer, a callback system, and a data block API among its components.docs.fast.ai · read 11 Oct 2026
Library installation
The documentation says fastai can be used without installation in Google Colab or installed locally with `pip install fastai`.docs.fast.ai · read 11 Oct 2026
Library purpose
The fastai library provides high-level components for practical deep learning and low-level components researchers can combine to build new approaches.docs.fast.ai · read 11 Oct 2026
Organization
The about page describes fast.ai as a research institute dedicated to making deep learning more accessible and identifies Jeremy Howard and Rachel Thomas as co-founders.fast.ai · read 11 Oct 2026
Prerequisites
The course says learners should know how to code, preferably in Python, and have followed a high school math course.course.fast.ai · read 11 Oct 2026
Security and compliance
The opened official pages do not state security certifications or compliance claims.fast.ai · read 11 Oct 2026
Support
The course directs learners who need help to the fast.ai online community forum.course.fast.ai · read 11 Oct 2026
What it is
fast.ai offers free courses, a software library, research, and a community to make deep learning easier to use and more accessible.fast.ai · read 11 Oct 2026
Windows support
The documentation says Jupyter on Windows resets DataLoader `num_workers` to 0 to avoid hangs, which can make some computer vision tasks slower than on Linux.docs.fast.ai · read 11 Oct 2026

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