Core AI

RAG & Vector Search

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

5,271
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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Rage bait is changing how we feel about social media #shorts
RAG & Vector Search ⚡ AI Lesson
Rage bait is changing how we feel about social media #shorts
Vox Intermediate 4mo ago
How Duolingo Stands Towards AI
RAG & Vector Search ⚡ AI Lesson
How Duolingo Stands Towards AI
DataCamp Beginner 4mo ago
I Made a Classic Refactoring Mistake
RAG & Vector Search ⚡ AI Lesson
I Made a Classic Refactoring Mistake
Rob Mulla Beginner 4mo ago
Creating an AI-First Data Team | Bilal Zia, Duolingo
RAG & Vector Search ⚡ AI Lesson
Creating an AI-First Data Team | Bilal Zia, Duolingo
DataCamp Beginner 4mo ago
10 things no one tells you about growing a business to $1 million a year.
RAG & Vector Search
10 things no one tells you about growing a business to $1 million a year.
Michael Tandarich Intermediate 4mo ago
3 Powerful Ways to Use MCP in Serverless Environments
RAG & Vector Search
3 Powerful Ways to Use MCP in Serverless Environments
AWS Developers Beginner 4mo ago
5 Advanced AI Projects to Get Job-Ready in 2026
RAG & Vector Search
5 Advanced AI Projects to Get Job-Ready in 2026
Analytics Vidhya Intermediate 4mo ago
Facebook Groups are SO EASY Right Now (DO THIS NOW)
RAG & Vector Search
Facebook Groups are SO EASY Right Now (DO THIS NOW)
Jacky Chou from Indexsy Beginner 4mo ago
Migrating to Google Cloud: Optimize your environment
RAG & Vector Search
Migrating to Google Cloud: Optimize your environment
Google Cloud Beginner 4mo ago
Open NotebookLM: FREE Local NotebookLM AI Agent!
RAG & Vector Search
Open NotebookLM: FREE Local NotebookLM AI Agent!
Julian Goldie SEO Beginner 4mo ago
How to Make 2026 The Best Year of Your Life (With AI)
RAG & Vector Search
How to Make 2026 The Best Year of Your Life (With AI)
Liam Ottley Beginner 4mo ago
IIM Bangalore Is Offering Free Courses (No Exam)
RAG & Vector Search
IIM Bangalore Is Offering Free Courses (No Exam)
Full Disclosure Intermediate 4mo ago
From Average Coder To Elite Programmer #shorts #coding #dsa #programming #shortsfeed
RAG & Vector Search ⚡ AI Lesson
From Average Coder To Elite Programmer #shorts #coding #dsa #programming #shortsfeed
WebKnower Beginner 4mo ago
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
RAG & Vector Search
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
Evan Carmichael Intermediate 4mo ago
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
RAG & Vector Search
Exploring the MTEB Leaderboard | Vector Databases for Beginners | Part 6
Data Science Dojo Beginner 4mo ago
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
RAG & Vector Search
Master LangChain #20 | Document Loaders Complete Overview (PDF, Web, Cloud, API) #openai
Tech Stack Learning Beginner 4mo ago
How Tennessee led the charge for statewide free college tuition programs #shorts
RAG & Vector Search
How Tennessee led the charge for statewide free college tuition programs #shorts
Vox Intermediate 4mo ago
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
RAG & Vector Search
How Calabrio boosted customer satisfaction by 80% and accelerated global expansion with AssemblyAI
AssemblyAI Beginner 4mo ago
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
RAG & Vector Search ⚡ AI Lesson
Learn Faster Even If You Are Average #shorts #students #study #learning #topper #ytshorts
WebKnower Beginner 4mo ago
How Nutanix Is Taming Operational Complexity
RAG & Vector Search ⚡ AI Lesson
How Nutanix Is Taming Operational Complexity
The New Stack Advanced 4mo ago
Why Cosmetic Surgeons Need Short Videos to Get More Patients
RAG & Vector Search ⚡ AI Lesson
Why Cosmetic Surgeons Need Short Videos to Get More Patients
JEMSU Beginner 4mo ago
#RAG is over simplified #podcast
RAG & Vector Search
#RAG is over simplified #podcast
MLOps.community Intermediate 4mo ago
Salary of DevOps Engineer | How Much does a DevOps Engineer Make? #shorts #simplilearn
RAG & Vector Search
Salary of DevOps Engineer | How Much does a DevOps Engineer Make? #shorts #simplilearn
Simplilearn Beginner 4mo ago
How to Build a Scalable Sales Model
RAG & Vector Search ⚡ AI Lesson
How to Build a Scalable Sales Model
Cognism Intermediate 4mo ago
Lecture 16: Data Compression and Shannon’s Noiseless Coding Theorem
RAG & Vector Search
Lecture 16: Data Compression and Shannon’s Noiseless Coding Theorem
MIT OpenCourseWare Beginner 4mo ago
Lecture 7: Generating Functions for Catalan Numbers
RAG & Vector Search
Lecture 7: Generating Functions for Catalan Numbers
MIT OpenCourseWare Advanced 4mo ago
Blockchain Developer Roadmap 2026 | How to Become Blockchain Developer in 2026 #shorts
RAG & Vector Search
Blockchain Developer Roadmap 2026 | How to Become Blockchain Developer in 2026 #shorts
Simplilearn Intermediate 4mo ago
Big Updates to Redis: Context Engine, Tools, and Memory
RAG & Vector Search
Big Updates to Redis: Context Engine, Tools, and Memory
MLOps.community Intermediate 4mo ago
The DARK Psychology That Makes Clients BEG to Pay You
RAG & Vector Search
The DARK Psychology That Makes Clients BEG to Pay You
Adam Erhart Beginner 5mo ago
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
RAG & Vector Search ⚡ AI Lesson
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
Chris M. Walker Intermediate 5mo ago
Lecture 3: Inclusion-Exclusion
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Inclusion-Exclusion
MIT OpenCourseWare Advanced 4mo ago
Lecture 11: Basic Group Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Basic Group Theory
MIT OpenCourseWare Advanced 4mo ago
Lecture 20: Reed-Solomon Codes
RAG & Vector Search ⚡ AI Lesson
Lecture 20: Reed-Solomon Codes
MIT OpenCourseWare Intermediate 4mo ago
Lecture 9: Chernoff Bounds
RAG & Vector Search
Lecture 9: Chernoff Bounds
MIT OpenCourseWare Beginner 4mo ago
Lecture 13: Duality in Linear Programming
RAG & Vector Search
Lecture 13: Duality in Linear Programming
MIT OpenCourseWare Advanced 4mo ago
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 18: Transmitting Information Reliably over a Noisy Channel & Shannon’s Noisy Coding Theorem
MIT OpenCourseWare Beginner 4mo ago
Lecture 14: Zero-Sum Games
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Zero-Sum Games
MIT OpenCourseWare Beginner 4mo ago
Lecture 15: Max-Flow Min-Cut Theorem
RAG & Vector Search
Lecture 15: Max-Flow Min-Cut Theorem
MIT OpenCourseWare Advanced 4mo ago
Lecture 2: Independence and Conditioning
RAG & Vector Search ⚡ AI Lesson
Lecture 2: Independence and Conditioning
MIT OpenCourseWare Advanced 4mo ago
Lecture 5: More Counting and Generating Functions
RAG & Vector Search ⚡ AI Lesson
Lecture 5: More Counting and Generating Functions
MIT OpenCourseWare Beginner 4mo ago
Lecture 6: More on Generating Functions
RAG & Vector Search
Lecture 6: More on Generating Functions
MIT OpenCourseWare Intermediate 4mo ago
Lecture 8: Tail Bounds
RAG & Vector Search
Lecture 8: Tail Bounds
MIT OpenCourseWare Advanced 4mo ago
Lecture 19: Error-Correcting Codes—Hamming Codes
RAG & Vector Search
Lecture 19: Error-Correcting Codes—Hamming Codes
MIT OpenCourseWare Intermediate 4mo ago
Lecture 10: Modular Arithmetic
RAG & Vector Search
Lecture 10: Modular Arithmetic
MIT OpenCourseWare Beginner 4mo ago
Lecture 12: Introduction to Linear Programming
RAG & Vector Search ⚡ AI Lesson
Lecture 12: Introduction to Linear Programming
MIT OpenCourseWare Beginner 4mo ago
Lecture 1: Pigeonhole Principle
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Pigeonhole Principle
MIT OpenCourseWare Intermediate 4mo ago
Lecture 4: Counting
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Counting
MIT OpenCourseWare Advanced 4mo ago
🔥AI-Powered Fitness Planning: Revolutionizing Your Health Goals #shorts #simplilearn
RAG & Vector Search
🔥AI-Powered Fitness Planning: Revolutionizing Your Health Goals #shorts #simplilearn
Simplilearn Beginner 5mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Telehealth: Dermatology Assessment
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Telehealth: Dermatology Assessment
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Weaviate Database Mastery
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Weaviate Database Mastery
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Developing Android Apps with App Inventor
📚 Coursera Course ↗
Self-paced
Developing Android Apps with App Inventor
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Optimize and Migrate Vectors
📚 Coursera Course ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Vector Search and Embeddings
📚 Coursera Course ↗
Self-paced
Vector Search and Embeddings
Opens on Coursera ↗
Introduction to Change Management: Practical Strategies
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Introduction to Change Management: Practical Strategies
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