mlacademyai/Machine-Learning-Roadmap
Machine Learning Roadmap for 2025. Step-by-step guide to become a Data Scientist. Covers the best free learning resources from Python basics to Deep Learning and MLOps.
This roadmap provides a comprehensive, step-by-step guide for anyone looking to become a Data Scientist, from beginner to advanced levels. It offers a curated list of free online courses, videos, and articles, guiding you through essential topics like Python, data manipulation, machine learning algorithms, and MLOps. The ideal user is an aspiring or current Data Scientist seeking structured learning and skill development.
255 stars. No commits in the last 6 months.
Use this if you want a structured, free, self-paced curriculum to learn or advance your skills in data science and machine learning.
Not ideal if you prefer paid, accredited certifications or highly interactive, mentor-led bootcamps.
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Aug 20, 2025
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