amitshekhariitbhu/build-your-own-x-machine-learning
Build your own X - Master machine learning by building everything from scratch. It aims to cover everything from linear regression to deep learning to large language models (LLMs).
This resource provides step-by-step guidance to build machine learning models, from basic algorithms to advanced deep learning and large language models. It starts with fundamental concepts and code implementations, resulting in fully functional machine learning systems. It is intended for aspiring machine learning engineers, data scientists, and AI developers who want to master the underlying principles by creating solutions from the ground up.
126 stars.
Use this if you are a learner or practitioner who wants to deeply understand machine learning and AI by implementing algorithms and applications yourself, rather than just using existing libraries.
Not ideal if you are looking for ready-to-use production-grade code or a high-level overview of machine learning concepts without diving into implementation details.
Stars
126
Forks
16
Language
Python
License
Apache-2.0
Category
Last pushed
Feb 05, 2026
Commits (30d)
0
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