Cohort-based courses
Guided programs to get real results.
Cheat at Search with Agents
4.8
·3 weeks·Oct 5 – Oct 24
Doug Turnbullhttp://softwaredoug.com
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Oct 19 – Dec 13
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
Forward Deployed AI Engineer Bootcamp
4.4
·4 weeks·Oct 20 – Nov 13
Meri Nova AI Educator to 145k Linkedin
Hai Nghiem Senior AI Engineer, Investor & Advisor
AI Engineering Buildcamp: From RAG to Agents
4.7
·9 weeks·Sep 21 – Nov 22
Alexey Grigorev Teaching AI and Data to 100k+ students
AI-Powered Search: Modern Retrieval for Humans & Agents
4.8
·5 weeks·Nov 3 – Dec 4
Trey Grainger AI Search Expert | Founder | Author
Doug Turnbull Principal Search Engineer | Author
Agentic AI Engineering 2026 Edition
5.0
·10 weeks·Oct 12 – Dec 21
Nikolay Vyahhi CEO Hyperskill | Lecturer JetBrains, MIT
+ Nikalina Ogorodova, Ruslan Davletshin, and Ivan Rodin
Build Production-Ready AI Agents for the Enterprise
4.8
·8 days·Dec 13 – Dec 20
Doug Turnbull Agentic Search Expert
Hugo Bowne-Anderson AI Builder/Educator (6 Million Students)
Forward Deployed Engineering Bootcamp
4.9
·6 weeks·Nov 14 – Dec 25
Hamza FarooqFounder | Ex-Google | Prof UCLA & UMN
Build AI Agents for Enterprises
4.0
·4 weeks·Oct 5 – Nov 1
Skanda VivekHow to build reliable agents
Become a Forward Deployed Engineer: The Future-Proof Path for Software Engineers
NEW·2 weeks·Oct 26 – Nov 8
Paden GayleFDE at Notion, Ex-Google, OReilly Author
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
RAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes10,147 StudentsWatch
Aishwarya Srinivasan and Arvind Narayan"I don't use RAG, I just retrieve documents"
·30 minutes5,728 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,427 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarReasoning Opens up New Retrieval Frontiers
·30 minutes4,873 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,837 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,825 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarMastering RAG-based systems for software engineers
·45 minutes3,527 StudentsWatch
Gaurav SenBuilding SQL AI Agents
·90 minutes3,264 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinThe AI Agent Stack in 2026
·45 minutes3,046 StudentsWatch
Aishwarya Naresh Reganti and Kiriti BadamContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,729 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukRAG and LLM Fine-Tuning
·30 minutes2,462 StudentsWatch
Dan Becker and Hamel HusainLessons on retrieval for autonomous coding agents
·60 minutes2,246 StudentsWatch
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Jason Liu and Nik PashRAG in the age of agents. SWE-Bench as a case study.
·60 minutes1,785 StudentsWatch
Jason Liu and Colin FlahertyPractical Design Patterns for RAG
·45 minutes1,761 StudentsWatch
Amir Feizpour and Omid OmidiBuilding Enterprise RAG Solutions
·30 minutes1,562 StudentsWatch
Hamza FarooqMastering Agentic RAG & AI Evals
·60 minutes1,362 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessNatural Language Search on Semi-Structured Data
·60 minutes1,297 StudentsWatch
Jason Liu and Daniel SvonavaContext Engineering & RAG for PMs: A Live Build
·60 minutes1,157 StudentsWatch
Rajesh PentakotaRethinking RAG from first principles for agents
·60 minutes1,145 StudentsWatch
Jason Liu and Beyang LiuHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,109 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainBuild a vector database from scratch
·60 minutes1,106 StudentsWatch
Doug Turnbull and John BerrymanHow to Answer Agentic AI System Design Questions
·90 minutes998 StudentsWatch.png&w=1536&q=75)
NachikethHow to Become a Forward Deployed Engineer: Skills & Roadmap
·45 minutes973 StudentsWatch
Priyanka VergadiaImproving retrievers by Reranking and embedding fine-tuning
·60 minutes971 StudentsWatch
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Jason Liu and Ayush ChaurasiaScaling Late Interaction to Billions of Documents
·45 minutes968 StudentsWatch
Marek Galovic and Hamel HusainAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes958 StudentsWatch
Alexey GrigorevCheat at Search Essentials: Vectors and Embeddings
·45 minutes948 StudentsWatch
Doug TurnbullThe RAG Playbook: Retrieval Techniques for Production AI
·60 minutes945 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelCould your search be better without vectors? BM25 + friends
·45 minutes917 StudentsWatch
Doug TurnbullBuilding Context-Rich Agents with LlamaIndex Workflows
·60 minutes908 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Logan MarkewichClaude Context Engineering Explained & Knowledge Graphs
·45 minutes854 StudentsWatch.png&w=1536&q=75)
Mahesh YadavOptimize Structured Data Retrieval With Evals
·45 minutes851 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes825 StudentsWatch
Doug TurnbullEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes819 StudentsWatch
Hamza FarooqRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes816 StudentsWatch
Jason Liu and Skylar PayneBetter RAG Through Better Data
·60 minutes811 StudentsWatch
Jason Liu and Adit AbrahamHow to Deploy AI Agents to Production (Live RAG Demo) ⭐
·60 minutes792 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Rami KrispinUnderstand 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 minutes775 StudentsWatch
Jason Liu and Nils ReimersFrom Text-RAG to Vision-RAG with Cohere
·60 minutes698 StudentsWatch
Jason Liu and Nils ReimersLatency First: How to Actually Make RAG & Agents Fast
·60 minutes694 StudentsWatch
Jason Liu and Aarush SahCheating at Query Understanding with LLMs
·60 minutes679 StudentsWatch
Jason Liu and Doug TurnbullCTO's Playbook for Faster Agentic RAG
·60 minutes675 StudentsWatch
Nirant Kasiwal and Doug TurnbullRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes642 StudentsWatch
Quentin Romero Lauro and Shreya ShankarBuild a Document Processing Pipeline for RAG Systems
·30 minutes620 StudentsWatch
Stefan KrawcykCheat at Search Essentials: BM25 + Lexical
·45 minutes564 StudentsWatch
Doug TurnbullBillion-Scale Vector Search on Object Storage
·60 minutes537 StudentsWatch
Jason Liu and Simon Hørup EskildsenBuild RAG System with LangChain
·Oct 4·120 minutes512 StudentsLive
Nitin MongaArchitect the Enterprise Context Layer for AI Agents
·60 minutes463 StudentsWatch
Priyanka Vergadia and Austin KronzDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes423 StudentsWatch
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Jason Liu and Josh ClemmRAG isn't dead. It's sleeping.
·60 minutes419 StudentsWatch
Doug Turnbull (Maven) and Hugo Bowne-AndersonWhat Makes a Good Search Agent?
·60 minutes418 StudentsWatch
Nandan Thakur and Hamel HusainRAG is the what. Agentic Search is the how.
·60 minutes409 StudentsWatch
Doug TurnbullLong-Context: RAG is Dead, Long Live RAG
·30 minutes387 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukCheat at Search Essentials: BM25 + Lexical
·60 minutes384 StudentsWatchDoug TurnbullBuilding Deep Research Systems
·30 minutes374 StudentsWatch
Andrei Lopatenko and Doug TurnbullMemory for Agents: Personalization Beyond the Context Window
·60 minutes374 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Rudraj MehtaWhat is agentic search? (and why should I care!?)
·60 minutes365 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes348 StudentsWatchDoug TurnbullRanking is overrated: why query understanding matters more
·60 minutes335 StudentsWatch
Daniel Tunkelang and Doug TurnbullAgentic Search: Are LLMs Replacing Decades of IR Wisdom?
·60 minutes330 StudentsWatch
Jon Handler and Trey GraingerExploring Modern AI Search
·6 lessons321 StudentsWatch
Trey Grainger & Doug TurnbullBuilding a Shared Human–AI Memory System
·45 minutes313 StudentsWatch
Amir Feizpour and Hugo MailhotBuild an AI powered recommendation system (in one hour)
·60 minutes308 StudentsWatch
Shreyans BhansaliReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes301 StudentsWatch
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Jason Liu and Ben HylakKnowledge Management for Personal Agents
·45 minutes301 StudentsWatch
Doug Turnbull (Maven), Eleanor Berger, and Hugo Bowne-AndersonKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes300 StudentsWatch
Hamza Farooq and Benjamin SquireHybrid search live coded from scratch
·60 minutes293 StudentsWatch
Doug Turnbull and Ben TrentInterleaving for better RAG evaluation
·60 minutes291 StudentsWatch
Max Irwin, Doug Turnbull, and Trey Grainger2026 will be the year of agentic search
·60 minutes283 StudentsWatch
Jo Kristian Bergum and Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes281 StudentsWatchDoug TurnbullCheat at Search Essentials
·3 lessons276 StudentsWatchDoug Turnbull (Maven)Beyond chunks - how to actually data model for RAG
·60 minutes272 StudentsWatch
Radu Gheorghe and Doug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes270 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullSemantic Search with Low-Code
·30 minutes260 StudentsWatch
Shubham SabooUnderrated: Elasticsearch for vector search + AI
·45 minutes260 StudentsWatch
Doug Turnbull and Philipp KrennFoundations of AI-Powered Search
·75 minutes260 StudentsWatch
Trey Grainger and Doug TurnbullRAG isn't a vector search problem
·60 minutes259 StudentsWatch
John Berryman and Doug TurnbullDiscovering the Power of Lexical Search in RAG Applications
·45 minutes258 StudentsWatch
John BerrymanAgentic Enterprise Knowledge Management
·30 minutes248 StudentsWatch
Hamza FarooqRAG w/o APIs: When Function Calling Talks to Your Browser
·60 minutes248 StudentsWatch
Jason Liu and Michael StruwigYou're solving the wrong problem with AI Search
·60 minutes248 StudentsWatch
Atita Arora, Trey Grainger, and Doug TurnbullAgentic RAG from Scratch
·30 minutes243 StudentsWatch
Raul Salles de Padua and Can TemizyurekSemantic search over the web with Exa
·60 minutes240 StudentsWatch
Jason Liu and Will BrykCross-encoders: An End-to-end Guide
·60 minutes235 StudentsWatch
Radu Gheorghe and Trey GraingerBuild a vector database from scratch (part two)
·60 minutes234 StudentsWatch
Doug Turnbull and Eric PughData is Everything: Finding needles in multimodal haystacks
·60 minutes234 StudentsWatch
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Jason Liu, Rajan Agarwal, and Luke IgelOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes231 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullClaude Code for Marketers: Build a Competitor-Research Agent
·45 minutes229 StudentsWatch.png&w=1536&q=75)
Will LeathermanSynthetic RAG evaluation
·60 minutes224 StudentsWatch
Alexey Grigorev and Doug TurnbullUse LLMs as Judges for Search Result Quality
·75 minutes217 StudentsWatch
René Kriegler and Trey GraingerSearching 100 billion vectors in object storage
·60 minutes217 StudentsWatch
Nathan VanBenschoten, Doug Turnbull, and Trey GraingerImproving RAG: Embedding models & representation learning
·60 minutes208 StudentsWatch
Jason Liu and Daniel SvonavaBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes205 StudentsWatch
Trey Grainger and Dmitry KanPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes197 StudentsWatch
Piotr Kobziakowski and Trey GraingerHow to choose a vector database
·60 minutes194 StudentsWatch
Adam Hevenor and Doug Turnbull (Maven)AI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes193 StudentsWatchDoug Turnbull and Trey GraingerSearch Trends in 2026 - by the numbers
·60 minutes193 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerA tour of OpenSearch 3.6's new agentic features
·60 minutes192 StudentsWatch
Eric Pugh, Doug Turnbull, and Mingshi LiuDense Vector Retrieval
·30 minutes189 StudentsWatchRaul Salles de Padua and Can TemizyurekOptimizing Multimodal Vector Search for E-commerce
·60 minutes187 StudentsWatch
Philippe Bouzaglou and Trey GraingerAgentic search: can we just use grep?
·60 minutes187 StudentsWatch
Doug Turnbull and Trey GraingerWill agents replace search teams? A discussion
·60 minutes185 StudentsWatch.jpg&w=1536&q=75)
Daniel Tunkenlang and Doug TurnbullSearch and AI Career Q&A
·60 minutes185 StudentsWatch
Doug Turnbull (Maven) and Brian PedersenBuilding RAG Systems with AWS Bedrock
·45 minutes182 StudentsWatch
Amir Feizpour and Omid OmidiHow to Build a RAG App with OpenAI & Supabase
·60 minutes182 StudentsWatch
Bryce Klein and Shaw TalebiModern AI Search Techniques You Should Know
·75 minutes180 StudentsWatch
Trey Grainger and Doug TurnbullStop picking embedding models off the MTEB leaderboard
·30 minutes178 StudentsWatchRadu Gheorghe and Hamel HusainSearchArray - let's rethink full-text search
·60 minutes176 StudentsWatch
Doug TurnbullTuning HNSW parameters for filtered search
·60 minutes176 StudentsWatch
Radu Gheorghe and Trey GraingerModern Multi-Vector Code Search
·60 minutes168 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathIncrementally Adopting AI in E-Commerce Search
·60 minutes166 StudentsWatch
John Berryman and Doug TurnbullContext Architecture: Applying IA to AI Systems
·45 minutes166 StudentsWatch
Paz PerezAnatomy of a Deep Research System - Part 2 - Evaluation
·45 minutes165 StudentsWatch
Amir Feizpour and Suhas PaiThe many shades of text search in vector retrieval
·45 minutes161 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullBuild RAG System with LangChain
·60 minutes158 StudentsWatchNitin MongaAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes152 StudentsWatch.jpeg&w=1536&q=75)
Amir Feizpour and Percy (Boqi) ChenThree Patterns for Better Agentic Search
·60 minutes151 StudentsWatch
Adam Hevenor, Doug Turnbull, and Trey GraingerAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes150 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes147 StudentsWatch
Amir Feizpour and Hugo MailhotThe 1/2 Token Codebase Search.
·60 minutes147 StudentsWatch
Rui Huang and Isaac FlathBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·30 minutes144 StudentsWatch
Yujian TangThe New Frontier of AI Search
·75 minutes141 StudentsWatch
Trey Grainger and Doug TurnbullCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes139 StudentsWatchDoug TurnbullTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes137 StudentsWatch
Eric Pugh and Doug TurnbullAI Engineering Buildcamp Demo Day Cohort 2
·90 minutes137 StudentsWatch
Alexey GrigorevAI-Powered Code Search At Scale
·75 minutes136 StudentsWatch
Audrey Lorberfeld and Trey GraingerWhy your hybrid search sucks
·60 minutes134 StudentsWatchDoug Turnbull (Maven)Your Agents Are Only As Good As Your Retrieval
·60 minutes129 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonBetter RAG using Relevant Information Gain
·45 minutes123 StudentsWatch
Amir Feizpour and Marc PickettBuild Your Own “Deep Research” with LlamaIndex
·75 minutes120 StudentsWatch
Laurie Voss and Noah HeinCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes120 StudentsWatchDoug TurnbullAgentic AI & RAG: Build Agents That Know Your Data
·30 minutes118 StudentsWatch.jpg&w=1536&q=75)
Krishnaraj Govindaraju and Deep PandeyOffline search relevance testing with Vespa & Quepid
·60 minutes115 StudentsWatch
Charlie Hull and Trey GraingerCheat at Search Essentials: Embedding Retrieval
·60 minutes114 StudentsWatchDoug TurnbullWhere are teams going wrong with search?
·60 minutes114 StudentsWatch
Doug Turnbull and Trey GraingerAgentic Search: What's the big deal?
·60 minutes107 StudentsWatch
Doug Turnbull and Trey GraingerOverview of Graph Augmented LLM Systems
·45 minutes103 StudentsWatch
Amir Feizpour and Percy ChenLive Build: Watch Me Wire Your Data into an AI Agent
·45 minutes103 StudentsWatch.jpg&w=1536&q=75)
Lev GorelovHow OpenSearch is Evolving in the AI Era
·60 minutes89 StudentsWatch
Jon Handler, Trey Grainger, and Doug TurnbullBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes87 StudentsWatch
Spencer SchneidenbachA Team Brain That Won't Overshare
·60 minutes86 StudentsWatch
Sathyan NandagopalBuild an Agentic RAG App (Hands-On)
·60 minutes64 StudentsWatchYujian TangEngineer Effective Context Systems
·30 minutes57 StudentsWatch
Carmelo IariaLearn To Build An AI Agent Memory System
·30 minutes49 StudentsWatch.png&w=1536&q=75)
Sol FarahmandExtremely Accurate AI: Copilot Studio & Foundry Mini Session
·30 minutes48 StudentsWatchSean AstrakhanFrom Humans to AI Agents: The History of Search
·60 minutes43 StudentsWatch
Aish & Arvind and Mariane BekkerClaude Certified Architect: Production, Not the Demo
·Sep 30·30 minutes32 StudentsLive
Carmelo Iaria and Dr. Aki WijesundaraEmbeddings don't solve RAG
·Sep 28·60 minutes21 StudentsLiveDoug Turnbull (Maven)Neural search at BM25 latency
·60 minutes19 StudentsWatch
Kumar Shivendu and Doug Turnbull (Maven)
