Cohort-based courses
Guided programs to get real results.
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Oct 19 – Dec 13
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
AI Engineering Buildcamp: From RAG to Agents
4.7
·9 weeks·Sep 21 – Nov 22
Alexey Grigorev Teaching AI and Data to 100k+ students
Agent Engineering Bootcamp: Developers Edition
4.8
·5 weeks·Aug 13 – Sep 20
Hamza Farooq Founder | Ex-Google | Prof UCLA & UMN
Zain Hasan Staff AI/ML Engineer (DX) @ Together AI
Cheat at Search with Agents
4.8
·3 weeks·Sep 28 – Oct 17
Doug Turnbullhttp://softwaredoug.com
The AI Engineer Certification
NEW·11 weeks·Sep 22 – Dec 7
Dr. Greg Loughnane, Ph.D. Owner/CEO, AI Makerspace
+ Can Temizyurek and Raul Salles de Padua
Build Production-Ready AI Agents for the Enterprise
NEW·2 weeks·Aug 31 – Sep 11
Doug Turnbull Agentic Search Expert
Hugo Bowne-Anderson AI Builder/Educator (6 Million Students)
Forward Deployed Engineering Bootcamp for Full-Stack Developers
NEW·4 weeks·Aug 31 – Sep 30
Hamza FarooqFounder | Ex-Google | Prof UCLA & UMN
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
How to Become a Forward Deployed Engineer: Skills & Roadmap
·45 minutes908 StudentsWatch
Priyanka VergadiaWhat Makes a Good Search Agent?
·60 minutes326 StudentsWatch
Nandan Thakur and Hamel HusainRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,230 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuild an Agentic RAG App (Hands-On)
·60 minutes51 StudentsWatch
Yujian TangScaling Late Interaction to Billions of Documents
·45 minutes877 StudentsWatch
Marek Galovic and Hamel HusainContext Architecture: Applying IA to AI Systems
·45 minutes279 StudentsWatch
Paz PerezClaude Code for Marketers: Build a Competitor-Research Agent
·45 minutes198 StudentsWatch.png&w=1536&q=75)
Will LeathermanLearn To Build An AI Agent Memory System
·Jul 23·30 minutes24 StudentsLive.png&w=1536&q=75)
Sol FarahmandBuilding SQL AI Agents
·90 minutes3,087 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinThe AI Agent Stack in 2026
·45 minutes2,963 StudentsWatch
Aishwarya Naresh Reganti and Kiriti BadamRAG From Zero: Answer From Your Own Docs
·Jul 29·30 minutes33 StudentsLive
Aki Wijesundara and Manu JayawardanaMastering RAG-based systems for software engineers
·45 minutes3,436 StudentsWatch
Gaurav SenScale Your Vector DB to a Million Docs
·30 minutes61 StudentsWatchAki Wijesundara and Manu JayawardanaContext Engineering: The Skill That Beat Prompts
·Jul 26·30 minutes120 StudentsLiveAki Wijesundara and Manu JayawardanaExtremely Accurate AI: Copilot Studio & Foundry Mini Session
·30 minutes46 StudentsWatchSean AstrakhanStop picking embedding models off the MTEB leaderboard
·Jul 29·30 minutes20 StudentsLive
Radu Gheorghe and Hamel HusainRAG and LLM Fine-Tuning
·30 minutes2,415 StudentsWatch
Dan Becker and Hamel HusainBuilding Enterprise RAG Solutions
·30 minutes1,532 StudentsWatch
Hamza FarooqMastering Agentic RAG & AI Evals
·60 minutes1,323 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,693 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes183 StudentsWatch
Doug Turnbull and Trey GraingerAgentic search: can we just use grep?
·60 minutes179 StudentsWatch
Doug Turnbull and Trey GraingerBetter RAG Through Better Data
·60 minutes805 StudentsWatch
Jason Liu and Adit Abraham"I don't use RAG, I just retrieve documents"
·30 minutes5,686 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,398 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarHow to Answer Agentic AI System Design Questions
·90 minutes981 StudentsWatch.png&w=1536&q=75)
NachikethCheat at Search Essentials: Vectors and Embeddings
·45 minutes924 StudentsWatch
Doug TurnbullEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes805 StudentsWatch
Hamza FarooqCheating at Query Understanding with LLMs
·60 minutes672 StudentsWatch
Jason Liu and Doug TurnbullWhat is agentic search? (and why should I care!?)
·60 minutes359 StudentsWatch
Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes269 StudentsWatchDoug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes258 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullSearching 100 billion vectors in object storage
·60 minutes207 StudentsWatch
Nathan VanBenschoten, Doug Turnbull, and Trey GraingerAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes146 StudentsWatch
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Amir Feizpour and Percy (Boqi) ChenThree Patterns for Better Agentic Search
·60 minutes144 StudentsWatch
Adam Hevenor, Doug Turnbull, and Trey GraingerCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes115 StudentsWatch
Doug TurnbullKnowledge Graphs & Graph RAG for Enterprise AI
·Aug 4·60 minutes2 StudentsLive
Hamza Farooq and Benjamin SquirePractical Design Patterns for RAG
·45 minutes1,752 StudentsWatch
Amir Feizpour and Omid OmidiContext Engineering & RAG for PMs: A Live Build
·60 minutes1,155 StudentsWatch
Rajesh PentakotaRethinking RAG from first principles for agents
·60 minutes1,135 StudentsWatch
Jason Liu and Beyang LiuBuild a vector database from scratch
·60 minutes1,088 StudentsWatch
Doug Turnbull and John BerrymanAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes951 StudentsWatch
Alexey GrigorevCTO's Playbook for Faster Agentic RAG
·60 minutes661 StudentsWatch
Nirant Kasiwal and Doug TurnbullBillion-Scale Vector Search on Object Storage
·60 minutes534 StudentsWatch
Jason Liu and Simon Hørup EskildsenRAG is the what. Agentic Search is the how.
·60 minutes394 StudentsWatch
Doug TurnbullCheat at Search Essentials: BM25 + Lexical
·60 minutes376 StudentsWatch
Doug TurnbullRanking is overrated: why query understanding matters more
·60 minutes330 StudentsWatch
Daniel Tunkelang and Doug TurnbullExploring Modern AI Search
·6 lessons316 StudentsWatchTrey Grainger & Doug TurnbullBuilding a Shared Human–AI Memory System
·45 minutes308 StudentsWatch
Amir Feizpour and Hugo MailhotInterleaving for better RAG evaluation
·60 minutes288 StudentsWatch
Max Irwin, Doug Turnbull, and Trey GraingerBeyond chunks - how to actually data model for RAG
·60 minutes264 StudentsWatch
Radu Gheorghe and Doug TurnbullSemantic Search with Low-Code
·30 minutes255 StudentsWatch
Shubham SabooFoundations of AI-Powered Search
·75 minutes252 StudentsWatchTrey Grainger and Doug TurnbullBuild a vector database from scratch (part two)
·60 minutes229 StudentsWatch
Doug Turnbull and Eric PughOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes225 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullSynthetic RAG evaluation
·60 minutes218 StudentsWatch
Alexey Grigorev and Doug TurnbullImproving RAG: Embedding models & representation learning
·60 minutes205 StudentsWatch
Jason Liu and Daniel SvonavaBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes198 StudentsWatch
Trey Grainger and Dmitry KanDense Vector Retrieval
·30 minutes186 StudentsWatch
Raul Salles de Padua and Can TemizyurekOptimizing Multimodal Vector Search for E-commerce
·60 minutes183 StudentsWatch
Philippe Bouzaglou and Trey GraingerThe New Frontier of AI Search
·75 minutes117 StudentsWatch
Trey Grainger and Doug TurnbullCheat at Search Essentials: Embedding Retrieval
·60 minutes106 StudentsWatchDoug TurnbullAgentic Search: What's the big deal?
·60 minutes102 StudentsWatch
Doug Turnbull and Trey GraingerHow OpenSearch is Evolving in the AI Era
·60 minutes86 StudentsWatch
Jon Handler, Trey Grainger, and Doug TurnbullChunking Strategies That Make or Break RAG
·30 minutes67 StudentsWatchAki Wijesundara and Manu JayawardanaStop RAG Hallucinations With Citations
·30 minutes10 StudentsWatchAki Wijesundara and Manu JayawardanaYour Agents Are Only As Good As Your Retrieval
·Aug 5·60 minutes1 StudentLive
Atita Arora and Doug Turnbull (Maven)Reasoning Opens up New Retrieval Frontiers
·30 minutes4,863 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,835 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,819 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarLessons on retrieval for autonomous coding agents
·60 minutes2,238 StudentsWatch
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Jason Liu and Nik PashRAG in the age of agents. SWE-Bench as a case study.
·60 minutes1,781 StudentsWatch
Jason Liu and Colin FlahertyNatural Language Search on Semi-Structured Data
·60 minutes1,296 StudentsWatch
Jason Liu and Daniel SvonavaHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,102 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainImproving retrievers by Reranking and embedding fine-tuning
·60 minutes963 StudentsWatch
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Jason Liu and Ayush ChaurasiaCould your search be better without vectors? BM25 + friends
·45 minutes914 StudentsWatch
Doug TurnbullOptimize Structured Data Retrieval With Evals
·45 minutes848 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes822 StudentsWatchDoug TurnbullRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes803 StudentsWatch
Jason Liu and Skylar PayneUnderstand GenAI in 3 Key Patterns
·30 minutes779 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukFrom Text-RAG to Vision-RAG w/ VP Search @ Cohere
·60 minutes772 StudentsWatch
Jason Liu and Nils ReimersFrom Text-RAG to Vision-RAG with Cohere
·60 minutes696 StudentsWatch
Jason Liu and Nils ReimersLatency First: How to Actually Make RAG & Agents Fast
·60 minutes692 StudentsWatch
Jason Liu and Aarush SahRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes638 StudentsWatch
Quentin Romero Lauro and Shreya ShankarBuild a Document Processing Pipeline for RAG Systems
·30 minutes615 StudentsWatch
Stefan KrawcykCheat at Search Essentials: BM25 + Lexical
·45 minutes559 StudentsWatchDoug TurnbullDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes416 StudentsWatch
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Jason Liu and Josh ClemmLong-Context: RAG is Dead, Long Live RAG
·30 minutes385 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuilding Deep Research Systems
·30 minutes373 StudentsWatch
Andrei Lopatenko and Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes338 StudentsWatchDoug TurnbullAgentic Search: Are LLMs Replacing Decades of IR Wisdom?
·60 minutes323 StudentsWatch
Jon Handler and Trey GraingerBuild an AI powered recommendation system (in one hour)
·60 minutes305 StudentsWatch
Shreyans BhansaliReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes299 StudentsWatch
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Jason Liu and Ben HylakHybrid search live coded from scratch
·60 minutes290 StudentsWatch
Doug Turnbull and Ben Trent2026 will be the year of agentic search
·60 minutes277 StudentsWatch
Jo Kristian Bergum and Doug TurnbullCheat at Search Essentials
·3 lessons275 StudentsWatchDoug Turnbull (Maven)Underrated: Elasticsearch for vector search + AI
·45 minutes258 StudentsWatch
Doug Turnbull and Philipp KrennDiscovering the Power of Lexical Search in RAG Applications
·45 minutes255 StudentsWatch
John BerrymanRAG isn't a vector search problem
·60 minutes253 StudentsWatch
John Berryman and Doug TurnbullAgentic Enterprise Knowledge Management
·30 minutes247 StudentsWatch
Hamza FarooqRAG w/o APIs: When Function Calling Talks to Your Browser
·60 minutes247 StudentsWatch
Jason Liu and Michael StruwigAgentic RAG from Scratch
·30 minutes238 StudentsWatchRaul Salles de Padua and Can TemizyurekYou're solving the wrong problem with AI Search
·60 minutes237 StudentsWatch
Atita Arora, Trey Grainger, and Doug TurnbullSemantic search over the web with Exa
·60 minutes236 StudentsWatch
Jason Liu and Will BrykData is Everything: Finding needles in multimodal haystacks
·60 minutes232 StudentsWatch
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Jason Liu, Rajan Agarwal, and Luke IgelCross-encoders: An End-to-end Guide
·60 minutes230 StudentsWatchRadu Gheorghe and Trey GraingerUse LLMs as Judges for Search Result Quality
·75 minutes215 StudentsWatch
René Kriegler and Trey GraingerPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes196 StudentsWatch
Piotr Kobziakowski and Trey GraingerSearch Trends in 2026 - by the numbers
·60 minutes190 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerA tour of OpenSearch 3.6's new agentic features
·60 minutes189 StudentsWatch
Eric Pugh, Doug Turnbull, and Mingshi LiuWill agents replace search teams? A discussion
·60 minutes183 StudentsWatch.jpg&w=1536&q=75)
Daniel Tunkenlang and Doug TurnbullBuilding RAG Systems with AWS Bedrock
·45 minutes178 StudentsWatch
Amir Feizpour and Omid OmidiHow to Build a RAG App with OpenAI & Supabase
·60 minutes178 StudentsWatch
Bryce Klein and Shaw TalebiModern AI Search Techniques You Should Know
·75 minutes177 StudentsWatch
Trey Grainger and Doug TurnbullSearchArray - let's rethink full-text search
·60 minutes175 StudentsWatch
Doug TurnbullTuning HNSW parameters for filtered search
·60 minutes168 StudentsWatch
Radu Gheorghe and Trey GraingerIncrementally Adopting AI in E-Commerce Search
·60 minutes166 StudentsWatch
John Berryman and Doug TurnbullAnatomy of a Deep Research System - Part 2 - Evaluation
·45 minutes164 StudentsWatch
Amir Feizpour and Suhas PaiModern Multi-Vector Code Search
·60 minutes162 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathThe many shades of text search in vector retrieval
·45 minutes156 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullThe 1/2 Token Codebase Search.
·60 minutes147 StudentsWatch
Rui Huang and Isaac FlathDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes146 StudentsWatch
Amir Feizpour and Hugo MailhotAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes145 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullBuild RAG System with LangChain
·60 minutes140 StudentsWatch
Nitin MongaAI-Powered Code Search At Scale
·75 minutes135 StudentsWatch
Audrey Lorberfeld and Trey GraingerTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes135 StudentsWatch
Eric Pugh and Doug TurnbullAI Engineering Buildcamp Demo Day Cohort 2
·90 minutes129 StudentsWatch
Alexey GrigorevCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes128 StudentsWatchDoug TurnbullBetter RAG using Relevant Information Gain
·45 minutes120 StudentsWatch
Amir Feizpour and Marc PickettBuild Your Own “Deep Research” with LlamaIndex
·75 minutes120 StudentsWatch
Laurie Voss and Noah HeinOffline search relevance testing with Vespa & Quepid
·60 minutes111 StudentsWatch
Charlie Hull and Trey GraingerWhere are teams going wrong with search?
·60 minutes109 StudentsWatch
Doug Turnbull and Trey GraingerLive Build: Watch Me Wire Your Data into an AI Agent
·45 minutes102 StudentsWatch.jpg&w=1536&q=75)
Lev GorelovOverview of Graph Augmented LLM Systems
·45 minutes97 StudentsWatch
Amir Feizpour and Percy ChenBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes84 StudentsWatch
Spencer SchneidenbachRAG in 30 Minutes: Make AI Answer From Your Own Documents
·30 minutes58 StudentsWatchAki Wijesundara and Manu JayawardanaEngineer Effective Context Systems
·30 minutes55 StudentsWatch
Carmelo IariaEvaluate Your RAG: Is It Actually Right?
·30 minutes17 StudentsWatchAki Wijesundara and Manu JayawardanaMultimodal RAG for Product Catalogs
·30 minutes17 StudentsWatchAki Wijesundara and Manu JayawardanaMultimodal RAG: Search Images, Tables, and Text
·30 minutes16 StudentsWatchAki Wijesundara and Manu JayawardanaRe-Ranking: The 20-Minute RAG Quality Boost
·30 minutes12 StudentsWatchAki Wijesundara and Manu JayawardanaRAG Over PDFs With Charts and Screenshots
·30 minutes11 StudentsWatchAki Wijesundara and Manu Jayawardana
