business-science/awesome-generative-ai-data-scientist resource

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1583 stars · 259 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of 100+ free resources for becoming a Generative AI Data Scientist, covering LLMs, AI agents, RAG, fine-tuning, LLMOps, and cloud deployment. It is a reference collection of links rather than software.

Use cases

• find free resources to learn generative AI for data science
• discover LLM frameworks and agent tools
• learn how to build RAG applications
• find resources on fine-tuning and pretraining LLMs
• learn LLMOps and LLM monitoring and observability
• find vector databases for retrieval-augmented generation
• transition from data scientist to generative AI engineer

When to choose

• you want a curated starting point for learning generative AI as a data scientist
• you need a directory of Python and R AI libraries, agents, and LLM tooling
• you want free learning materials on LLM deployment and LLMOps

When to avoid

• you need runnable software or a library rather than a list of links
• you need a structured course or tutorial with guided lessons
• you need up-to-date documentation for a specific tool

Facets

learning-resource · maturity active

developer-tools artificial-intelligence large-language-models data-science machine-learning awesome-lists tutorials cross-platform awesome-list curated-resources generative-ai llm rag ai-agents llmops free-resources

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