Popular GitHub Repositories for Fundamentals

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Using python and scikit-learn to make stock predictions

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.

A deep dive into embeddings starting from fundamentals

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, LangGraph, Fine-tuning Llama 3 & AI Agents (CrewAI)

? Contains a series of hands-on notebooks for learning the fundamentals of NLP

Welcome to Machine Learning: Zero to Hero: From the fundamentals of machine learning to advanced techniques like regressions, classification, clustering, Neural Networks, OpenCV, Recommendation Engines and more, this Python-based repository provides a comprehensive guide for mastering ML.

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

A guide to LLM hacking: fundamentals, prompt injection, offense, and defense

Aquí tienes un acordeón no oficial de la certificación AI-900 Microsoft Certified: Azure AI Fundamentals. Espero te sirva para aprobar tu certificación

lm-scratch-pytorch - The code is designed to be beginner-friendly, with a focus on understanding the fundamentals of PyTorch and implementing LLMs from scratch,step by step.

This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).

Code repository for my course on the fundamentals of reinforcement learning

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

Notebooks for the "ML from the Fundamentals" series

7 Day AI ML Fundamentals Workshop The purpose of this FREE workshop is 1. To give you a boost of getting started with AI. 2. A life-long community with a similar mindset. 3. strong grip on fundamentals that the advanced concepts will be easy to understand.

AI-900 Azure AI Fundamentals certification prep (May 2025 exam) - Hands-on demos for O'Reilly & MS Press courses by Microsoft MVP Tim Warner

Learn ML fundamentals for free.

Possibly futile attempt at grounding hype with theory and fundamentals