#509 · Primary category: Education & Research
zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
Project last updated:10/30/24
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Why we included this project
Zero to Mastery Machine Learning is the companion repository to the popular Udemy course of the same name, and its real value is that it gives you a complete, ordered path from Python basics into practical ML work. The material spans NumPy, pandas, data visualization, scikit-learn, and deep learning with PyTorch, with each section paired to the actual datasets used in the lessons, and everything is laid out in a suggested sequence plus an online book version that is easy to follow. You can run the notebooks in Colab or Binder without paying anything, and the author keeps the materials current for each new course year while posting the first ten hours free on YouTube. That combination makes it a handy starting syllabus for internal team onboarding and a solid base for self-taught learners who want reproducible code to adapt to their own projects.
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