๐ฅ 5 Free Courses to Go From LLM Beginner to Practitioner
Want to go from LLM beginner โ understanding โ building โ fine-tuning โ deploying AI agents?
Here are 5 free courses to follow ๐
1๏ธโฃ Neural Networks: Zero to Hero โ Andrej Karpathy
Learn neural networks and language models from scratch. Build micrograd, language models, GPT, and tokenizers with hands-on coding.
๐ Course: https://karpathy.ai/zero-to-hero.html
2๏ธโฃ Full Stack LLM Bootcamp โ Full Stack Deep Learning
Learn how to build production-ready LLM applications, including prompting, evaluation, LLMOps, deployment, and system design.
๐ Course: https://fullstackdeeplearning.com/llm-bootcamp/
3๏ธโฃ Stanford CS336 โ Language Modeling from Scratch
Go deeper into how LLMs are actually built โ data processing, tokenization, transformers, training, scaling, evaluation, and alignment.
๐ Course: https://cs336.stanford.edu/
4๏ธโฃ Hugging Face LLM Course
Learn practical LLM development with Transformers, Datasets, tokenization, fine-tuning, LoRA, SFT, DPO, and GRPO.
๐ Course: https://huggingface.co/learn/llm-course
5๏ธโฃ DeepLearning.AI โ AI & LLM Short Courses
Learn practical topics like AI agents, LangGraph, RAG, model serving, and production AI workflows.
๐ Courses: https://www.deeplearning.ai/courses/
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