Cursarium
intermediateFree

LangChain: Chat with Your Data

by Harrison Chase · DeepLearning.AI

4.6
(6,200 reviews)
120K+ enrolled1 hourUpdated 2024-04
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What You'll Learn

Understand the fundamentals and key concepts of LangChain
Apply LangChain techniques to solve real-world problems
Understand the fundamentals and key concepts of RAG
Apply RAG techniques to solve real-world problems
Understand the fundamentals and key concepts of vector databases
Apply vector databases techniques to solve real-world problems

About This Course

Build a chatbot that responds using your own documents by learning retrieval augmented generation with LangChain.

Curriculum

Module 1: LangChain & RAG
6 lessons
  • Introduction to LangChain
  • LangChain in Practice
  • Hands-on Exercise: LangChain
  • Introduction to RAG
  • RAG in Practice
  • Hands-on Exercise: RAG
Module 2: Vector databases & Embeddings
6 lessons
  • Introduction to vector databases
  • Vector databases in Practice
  • Hands-on Exercise: Vector databases
  • Introduction to embeddings
  • Embeddings in Practice
  • Hands-on Exercise: Embeddings
Module 3: LLMs
3 lessons
  • Introduction to LLMs
  • LLMs in Practice
  • Hands-on Exercise: LLMs

Instructor

Harrison Chase

Instructor at DeepLearning.AI

4.6rating120K+ students

Pros & Cons

Pros

  • Completely free to access
  • High-quality video lectures
  • Taught by Harrison Chase
  • Well-structured curriculum

Cons

  • No certificate provided
  • Self-paced requires discipline
Free
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