Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

4,148
lessons
Skills in this topic
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RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
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AI Feels Like Alchemy, Not Engineering
RAG & Vector Search
AI Feels Like Alchemy, Not Engineering
Latent Space Intermediate 9mo ago
Digital Marketing Institute | Tips for Marketing Job Hunters
RAG & Vector Search
Digital Marketing Institute | Tips for Marketing Job Hunters
Digital Marketing Institute Beginner 9mo ago
What the $100k H1B Visa Means for Software Engineers
RAG & Vector Search ⚡ AI Lesson
What the $100k H1B Visa Means for Software Engineers
Tech With Tim Beginner 9mo ago
Vector Databases Explained: Why ChatGPT Needs a Special Kind of Memory
RAG & Vector Search
Vector Databases Explained: Why ChatGPT Needs a Special Kind of Memory
AIHub101 Beginner 9mo ago
Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
RAG & Vector Search ⚡ AI Lesson
Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
Dave Ebbelaar (LLM Eng) Intermediate 9mo ago
🔥Data Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Data Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 9mo ago
🔥Cloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Cloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 9mo ago
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
RAG & Vector Search ⚡ AI Lesson
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
NVIDIA Developer Beginner 9mo ago
Playing it safe ruins content
RAG & Vector Search
Playing it safe ruins content
Impaxs Marketing Beginner 9mo ago
From Prompt to Production: Unlocking AI Inference
RAG & Vector Search
From Prompt to Production: Unlocking AI Inference
Akamai Developers Advanced 9mo ago
Weaviate's Query Agent with Charles Pierse - Weaviate Podcast #128!
RAG & Vector Search
Weaviate's Query Agent with Charles Pierse - Weaviate Podcast #128!
Weaviate vector database Beginner 9mo ago
RAG Explained: How to Make AI Use Your Company's Own Data
RAG & Vector Search
RAG Explained: How to Make AI Use Your Company's Own Data
AIHub101 Beginner 9mo ago
Graph RAG: The Future of AI Context!
RAG & Vector Search ⚡ AI Lesson
Graph RAG: The Future of AI Context!
Analytics Vidhya Intermediate 9mo ago
Quick Intro to RAG
RAG & Vector Search
Quick Intro to RAG
Automata Learning Lab Beginner 9mo ago
RAG 101: Learn how to build your first pipeline!
RAG & Vector Search ⚡ AI Lesson
RAG 101: Learn how to build your first pipeline!
DataCamp Beginner 9mo ago
The NEW Easiest Way to Build RAG Agents in Minutes (no code)
RAG & Vector Search ⚡ AI Lesson
The NEW Easiest Way to Build RAG Agents in Minutes (no code)
Nate Herk | AI Automation Intermediate 9mo ago
The Biggest AI Contest is Here — Join the Chroma Awards
RAG & Vector Search ⚡ AI Lesson
The Biggest AI Contest is Here — Join the Chroma Awards
ElevenLabs Beginner 9mo ago
Gilad Bracha - Online Collaboration for Free - 27 August 2025
RAG & Vector Search
Gilad Bracha - Online Collaboration for Free - 27 August 2025
UK Smalltalk User Group Intermediate 9mo ago
Future of Data and AI | Agentic AI Conference | Second Edition | Day 2
RAG & Vector Search ⚡ AI Lesson
Future of Data and AI | Agentic AI Conference | Second Edition | Day 2
Data Science Dojo Intermediate 9mo ago
09. Massive Open Online Courses (MOOCs)
RAG & Vector Search
09. Massive Open Online Courses (MOOCs)
MIT OpenCourseWare Beginner 9mo ago
10. Intelligent Tutors
RAG & Vector Search
10. Intelligent Tutors
MIT OpenCourseWare Beginner 9mo ago
Future of Data and AI | Agentic AI Conference | Second Edition | Day 1
RAG & Vector Search
Future of Data and AI | Agentic AI Conference | Second Edition | Day 1
Data Science Dojo Intermediate 9mo ago
Endless Linux Kernel Problems Are Fixed With Gitlab
RAG & Vector Search ⚡ AI Lesson
Endless Linux Kernel Problems Are Fixed With Gitlab
Brodie Robertson Intermediate 9mo ago
How to find the best Google Ads keywords
RAG & Vector Search
How to find the best Google Ads keywords
Learn With Shopify Beginner 9mo ago
How the Mormon Church Made $293 Billion
RAG & Vector Search
How the Mormon Church Made $293 Billion
Johnny Harris Beginner 9mo ago
Google’s New EmbeddingGemma: Run RAG on Your Phone!
RAG & Vector Search ⚡ AI Lesson
Google’s New EmbeddingGemma: Run RAG on Your Phone!
What's AI by Louis-François Bouchard Intermediate 9mo ago
Apple just made spyware attacks WAY harder
RAG & Vector Search ⚡ AI Lesson
Apple just made spyware attacks WAY harder
David Bombal Intermediate 9mo ago
Getting started with Amazon S3 Vectors | Amazon Web Services
RAG & Vector Search
Getting started with Amazon S3 Vectors | Amazon Web Services
Amazon Web Services Intermediate 9mo ago
Special Episode; Digging into Generative AI with AWS's Eduardo Ordax
RAG & Vector Search
Special Episode; Digging into Generative AI with AWS's Eduardo Ordax
Matillion Beginner 9mo ago
Apple iPhone 17 Prices Start at $799
RAG & Vector Search ⚡ AI Lesson
Apple iPhone 17 Prices Start at $799
Bloomberg Technology Beginner 9mo ago
I Made "Starry Night" Into a Video Game
RAG & Vector Search ⚡ AI Lesson
I Made "Starry Night" Into a Video Game
Matt Wolfe Intermediate 9mo ago
3-Build RAG Pipeline From Scratch-Building Advanced Retreival Query Pipline-Part 2
RAG & Vector Search
3-Build RAG Pipeline From Scratch-Building Advanced Retreival Query Pipline-Part 2
Krish Naik Beginner 9mo ago
Don’t Trust X’s “Encrypted” DMs Yet
RAG & Vector Search ⚡ AI Lesson
Don’t Trust X’s “Encrypted” DMs Yet
David Bombal Advanced 9mo ago
No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
RAG & Vector Search
No Priors Ep. 130 | With OpenEvidence Founder Daniel Nadler
No Priors: AI, Machine Learning, Tech, & Startups Beginner 9mo ago
EmbeddingGemma - Micro Embeddings for Mobile Devices
RAG & Vector Search ⚡ AI Lesson
EmbeddingGemma - Micro Embeddings for Mobile Devices
Sam Witteveen Beginner 9mo ago
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings
RAG & Vector Search
Introducing EmbeddingGemma: The Best-in-Class Open Model for On-Device Embeddings
Google for Developers Beginner 9mo ago
Dun & Bradstreet is building for the next 180 years with AI
RAG & Vector Search
Dun & Bradstreet is building for the next 180 years with AI
Google Cloud Beginner 9mo ago
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
RAG & Vector Search
Important Announcement By Raghav Sir #GfG #BigSurprise #Shorts #ViralVideo
GeeksforGeeks Intermediate 10mo ago
14. Learning Games
RAG & Vector Search
14. Learning Games
MIT OpenCourseWare Beginner 9mo ago
12. Interest-Driven Learning
RAG & Vector Search ⚡ AI Lesson
12. Interest-Driven Learning
MIT OpenCourseWare Beginner 9mo ago
Lecture 12: Knowing Your Players
RAG & Vector Search
Lecture 12: Knowing Your Players
MIT OpenCourseWare Intermediate 9mo ago
Lecture 19: Abstraction and Simulation
RAG & Vector Search
Lecture 19: Abstraction and Simulation
MIT OpenCourseWare Intermediate 9mo ago
Lecture 31: Assignment 3 Brainstorming and Team Formation
RAG & Vector Search
Lecture 31: Assignment 3 Brainstorming and Team Formation
MIT OpenCourseWare Intermediate 9mo ago
Lecture 23: Creating Sequels
RAG & Vector Search
Lecture 23: Creating Sequels
MIT OpenCourseWare Intermediate 9mo ago
Lecture 20: What is Intellectual Property?
RAG & Vector Search ⚡ AI Lesson
Lecture 20: What is Intellectual Property?
MIT OpenCourseWare Beginner 9mo ago
Lecture 8: Strategy, Skill, and Chance, Part 1
RAG & Vector Search
Lecture 8: Strategy, Skill, and Chance, Part 1
MIT OpenCourseWare Beginner 9mo ago
🔥Hottest Tech Job in 2026 | #shorts #simplilearn
RAG & Vector Search
🔥Hottest Tech Job in 2026 | #shorts #simplilearn
Simplilearn Beginner 9mo ago
🔥AWS Developer Salary in 2026 #shorts #simplilearn
RAG & Vector Search
🔥AWS Developer Salary in 2026 #shorts #simplilearn
Simplilearn Beginner 9mo ago
📚 Continue on Coursera External links · Free to audit
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Grasp Vector DB Basics
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Grasp Vector DB Basics
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Python for OOP - The A to Z OOP Python Programming Course
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Query Weaviate Smartly
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Query Weaviate Smartly
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Web Dev: Tables, Multimedia, and Styling
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Web Dev: Tables, Multimedia, and Styling
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Membangun Agen AI dengan Database Enterprise
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Membangun Agen AI dengan Database Enterprise
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Vector Search with Relational Databases using PostgreSQL
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Vector Search with Relational Databases using PostgreSQL
Opens on Coursera ↗