@TheAhmadOsman: I probably should update this for 2027 but it is still a great resource to get started with LLM-focused engineering pro…
Summary
A tweet noting that an LLM-focused engineering resource still remains a great starting point for projects, though it may need an update for 2027.
Similar Articles
@_avichawla: https://x.com/_avichawla/status/2053049489963811135
This article outlines a 2026 roadmap for LLM engineering, detailing eight key pillars including prompt engineering, RAG systems, and context management, while providing curated free and open-source resources for each.
Step-By-Step LLM Engineering Projects (2026 Edition)
A project-based roadmap for learning LLM engineering by building key components from tokenizers to serving stacks, including hardware foundations and post-training techniques.
@tom_doerr: Hands-on LLM engineering course with 8 weekly projects https://github.com/ed-donner/llm_engineering…
A free, open-source 8-week hands-on LLM engineering course by Ed Donner, featuring weekly projects and covering topics like Ollama, Llama 3.2, and AI coding tools.
@TheAhmadOsman: INCREDIBLE RESOURCE The MOST COMPLETE GUIDE for understanding LLMs from first principles is now available online to rea…
A comprehensive free guide explaining LLMs from first principles, covering tokens, transformers, attention, fine-tuning, and local deployment.
@businessbarista: This is one of the best breakdowns on the fundamentals of LLMs I've ever read. Anytime someone asks me for resources to…
A tweet recommends a series of explainer articles on LLM fundamentals, particularly 'Vectors are all you need', adding to a list of top learning resources.