Resources

Learning Resources

Curated YouTube suggestions mapped to Seven SEAS pillars

Featured Learning Paths

Neural Networks Foundations

Core intuition: perceptrons, backpropagation, and modern deep learning stacks.

LLM Engineering and Prompting

Prompt design, evaluation, guardrails, and production LLM app workflows.

RAG Systems End to End

Chunking, retrieval quality, ranking, vector stores, and grounded generation.

Agentic AI in Production

Planning, tool use, memory, orchestration, and reliability patterns.

Browse Videos

Filter by topic, difficulty, or search to find the right learning resource.

Neural Networks (3Blue1Brown)

Intermediate

3Blue1Brown

Related chapter: State & Memory

Embeddings Explained for LLMs

Intermediate

AssemblyAI / Community

Related chapter: State & Memory

Vector Databases for AI Applications

Intermediate

Pinecone / Community

Related chapter: State & Memory

Function Calling with LLMs

Intermediate

OpenAI / Community

Related chapter: Tool Calls

JSON Schema for Reliable AI Tooling

Intermediate

Engineering Channels

Related chapter: Tool Calls

API Design for AI Agents

Advanced

System Design Community

Related chapter: Tool Calls

ReAct Prompting and Agent Loops

Advanced

Prompt Engineering Community

Related chapter: Execution Loop

Building Autonomous AI Agents

Advanced

LangChain / Community

Related chapter: Execution Loop

Planning and Self-Correction in LLM Systems

Intermediate

AI Engineering Talks

Related chapter: Execution Loop

RAG Explained (Retrieval-Augmented Generation)

Intermediate

NVIDIA / Community

Related chapter: RAG Grounding

Hybrid Search for RAG

Intermediate

Weaviate / Elastic / Community

Related chapter: RAG Grounding

Production RAG Architectures

Advanced

LangChain / LlamaIndex Community

Related chapter: RAG Grounding

Multi-Agent Systems for LLM Applications

Advanced

Microsoft / Community

Related chapter: Multi-Agent

CrewAI / Multi-Agent Orchestration

Advanced

Open Source Community

Related chapter: Multi-Agent

Agent Collaboration Patterns

Advanced

AI Engineering Community

Related chapter: Multi-Agent

AI Guardrails and Safety Patterns

Intermediate

OWASP / Security Community

Related chapter: Guardrails

Prompt Injection Defense

Intermediate

Security Engineering Talks

Related chapter: Guardrails

Policy Enforcement for AI Agents

Advanced

Enterprise AI Community

Related chapter: Guardrails

LLM Observability in Production

Advanced

Arize / Langfuse / Community

Related chapter: Observability

Eval-Driven Development for AI

Intermediate

AI Engineering Community

Related chapter: Observability

Tracing Agent Workflows

Advanced

OpenTelemetry / Community

Related chapter: Observability