Go to the AI frontier
Already working in ML? A free, advanced path through recent papers, modern architectures, and production MLOps — curated so you spend time on signal, not search.
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Frontier-level
Recent papers and modern architectures — LLMs, diffusion, transformers — not 101 material.
Every link is real & free
Vetted free courses and tutorials from sources like DeepLearning.AI, Google, Microsoft, and Coursera — checked for dead links, no paywalls.
A path, not a pile
A short, sequenced plan tailored to your time and goals — so you actually finish, not just bookmark.
What your path looks like
- 1
Modern architectures
- Transformers in depth
- Diffusion & generative models
- Scaling laws & emergent behavior
- 2
Adapt & fine-tune
- Fine-tuning & PEFT/LoRA
- RAG & retrieval at scale
- Evaluation & alignment
- 3
Production MLOps
- Serving large models
- Monitoring & drift
- Cost & reliability at scale
Your real path is personalized to your time, goals, and preferred way to learn.