Educational Resources
Educational resources on LLMs for applied topics.
Under Construction
This page is under construction. We are currently processing content from our course Mastering LLMs: A Conference For Developers & Data Scientists.
These talks are categorized by the following topics:
| Title | Description |
|---|---|
| Building Applications | Examples and best practices of building applications with LLMs |
| Evals | Measuring the performance of LLM products |
| Fine-Tuning | Fine-tuning LLMs for specific tasks |
| Prompt Engineering | Effective prompt engineering techniques for LLMs |
| RAG | Retrieval Augmented Generation |
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In addition, we have a course on fine-tuning LLMs:
| Title | Description |
|---|---|
| Session 1: When and Why to Fine Tune an LLM | This session introduces the course “Fine Tuning for Data Scientists and Software Engineers” and lays the theoretical groundwork for future sessions. It introduces the concept of fine-tuning, and… |
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