# AI Research Playbook: Transformers, LLMs, Optimizers, Open Source

> Go from basics to frontier with a hands-on path to AI research. Learn the math that makes models tick, build Transformers and optimizers from scratch, speed up training, and adopt open-source workflows,run clean experiments and ship results that count.

- Type: Video course
- Page: https://completeaitraining.com/course/ai-research-playbook-transformers-llms-optimizers-open-source-video-course/
- Published: 2026-01-31
- Updated: 2026-02-05
- Author: Jeroen Erne
- Jobs: Science and research, IT and development
- Topics: Coding, Generative AI and LLM, Research
- Level: Beginner, Intermediate, Expert, technical
- Length: 5 hours
- Reading time: 23 min

## The rest of this video course is for members

Everything above is free. The video course itself is part of a Complete AI Training membership, together
with every other course, certification and prompt on the site.

- Read the page: https://completeaitraining.com/course/ai-research-playbook-transformers-llms-optimizers-open-source-video-course/
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