girafe-ai/ml-course resource

Health v2 · maintenance only

Adoption not part of the score

3539 stars · 1311 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

An open machine learning course (girafe-ai) with lecture videos, slides, seminars, and homework assignments in Jupyter Notebooks. It covers classical ML, deep learning with PyTorch, NLP, computer vision, and reinforcement learning.

Use cases

• learn machine learning from scratch
• find machine learning course with homework assignments
• study deep learning with pytorch notebooks
• self-study curriculum for ML and NLP
• practice ML assignments with deadlines and solutions
• learn computer vision and reinforcement learning basics

When to choose

• you want a structured, semester-long ML curriculum with lectures and graded-style homework
• you prefer hands-on Jupyter Notebook assignments alongside theory
• you want free MIT-licensed course materials covering classical ML through deep learning

When to avoid

• you need production ML tooling or a library to import into your code
• you want a short crash course rather than a full semester of study
• you cannot work with Russian-language lecture recordings and slides

Facets

learning-resource · maturity active

machine-learning deep-learning nlp computer-vision reinforcement-learning machine-learning deep-learning education tutorials python jupyter-notebooks course-materials lectures homework-assignments pytorch open-courseware

Member repositories

For agents

markdown · JSON · MCP: product_card(name="girafe-ai/ml-course")