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AI Learning Hub 158 resources

Build production-grade AI faster with curated playbooks.

A focused library for builders: learn LLM architectures, agent design, evaluation, and deployment from the resources teams actually use.

30

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37

Courses

11

Videos

158

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Article

Machine Learning Interviews

In-depth article on interview questions, career advice.

interview-questions career-advice +1
by Ali Rezadirad View
Article

Introducing Claude

In-depth article on architecture.

architecture article
by Anthropic View
Article

Introducing GPT-4

In-depth article on architecture.

architecture article
by OpenAI View
Article

The Illustrated GPT-2

In-depth article on transformers, architecture.

transformers architecture +1
by Jay Alammar View
Open Source

Chroma

Open-source project for rag, ai tools.

rag open-source +1
by Chroma View
Open Source

Milvus

Open-source project for rag, ai tools.

rag open-source +1
by Milvus View
Open Source

Weaviate

Open-source project for rag, ai tools.

rag open-source +1
by Weaviate View
Open Source

Qdrant

Open-source project for rag, ai tools.

rag open-source +1
by Qdrant View
Open Source

Whisper

Open-source project for speech.

speech open-source
by OpenAI View
Open Source

Instructor

Open-source project for structured output.

structured-output open-source
by Instructor View
Open Source

Guidance

Open-source project for prompting.

prompting open-source
by Microsoft View
Open Source

LiteLLM

Open-source project for production, api.

production api +1
by BerriAI View
Open Source

CrewAI

Open-source project for agents.

agents open-source
by CrewAI View
Open Source

AutoGen

Open-source project for agents.

agents open-source
by Microsoft View
Open Source

DSPy

Open-source project for prompting.

prompting open-source
by Stanford NLP View
Open Source

Ragas

Open-source project for rag, evaluation.

rag evaluation +1
by Ragas View
Open Source

LM Evaluation Harness

Open-source project for evaluation, papers.

evaluation papers +1
by EleutherAI View
Open Source

OpenAI Evals

Open-source project for evaluation, production.

evaluation open-source +1
by OpenAI View
Open Source

llama.cpp

Open-source project for inference.

inference open-source
by ggerganov View