A roadmap for getting started with Machine Learning
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Updated
Aug 10, 2025
A roadmap for getting started with Machine Learning
A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.
Welcome to the Machine Learning Roadmap! This comprehensive guide will take you from the basics to becoming proficient in machine learning. Whether you're a beginner or looking to expand your skills, this roadmap will provide you with a structured path to follow.
A collection of machine learning projects, programs and papers
A curated collection of key research papers and resources on LLMs and deep learning, organized by topic to provide a clear learning path from fundamentals to advanced techniques.
Add a description, image, and links to the ml-roadmap topic page so that developers can more easily learn about it.
To associate your repository with the ml-roadmap topic, visit your repo's landing page and select "manage topics."