mrdbourke/zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
This project provides comprehensive learning materials for those looking to understand and apply machine learning. It takes you from foundational concepts to building functional models. You'll go from raw datasets to predictive models, learning to analyze data, train algorithms, and interpret results. This is ideal for aspiring data scientists, analysts, or anyone looking to integrate machine learning into their workflow.
3,629 stars. No commits in the last 6 months.
Use this if you are a beginner looking for a structured, hands-on path to learn machine learning and data science from scratch.
Not ideal if you are an experienced machine learning practitioner seeking advanced topics or highly specialized algorithm implementations.
Stars
3,629
Forks
3,723
Language
Jupyter Notebook
License
—
Category
Last pushed
Oct 30, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/mrdbourke/zero-to-mastery-ml"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
jzsmoreno/likelihood
Code generated from the Machine Learning course to optimization tasks
ethen8181/machine-learning
:earth_americas: machine learning tutorials (mainly in Python3)
x4nth055/pythoncode-tutorials
The Python Code Tutorials
john-science/scipy_con_2019
Tutorial Sessions for SciPy Con 2019