Cohort-based courses
Guided programs to get real results.
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Jun 22 – Aug 16
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
AI-Powered Search: Modern Retrieval for Humans & Agents
4.8
·4 weeks·Jul 1 – Jul 31
Trey Grainger AI Search Expert | Founder | Author
Doug Turnbull Principal Search Engineer | Author
Build Production-Ready AI Agents for the Enterprise
NEW·2 weeks·Aug 27 – Sep 7
Doug Turnbull Agentic Search Expert
Hugo Bowne-Anderson AI Builder/Educator (6 Million 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
AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop
NEW·2 days·Jul 14 – Jul 15
Eric Just25+ Years Data, Analytics & AI
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
AI Engineering Buildcamp: From RAG to Agents
4.5
·9 weeks·Sep 21 – Nov 22
Alexey Grigorev Teaching AI and Data to 100k+ students
Cheat at Search with Agents
4.8
·3 weeks·Sep 28 – Oct 17
Doug Turnbullhttp://softwaredoug.com
Agentic AI Engineering 2026 Edition
NEW·10 weeks·Jun 22 – Aug 29
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Nikolay Vyahhi CEO Hyperskill | Lecturer JetBrains, MIT
+ Ruslan Davletshin, Nikalina Ogorodova, and Ivan Rodin
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
Mastering RAG-based systems for software engineers
·Jun 20·45 minutes1,963 StudentsLive
Gaurav SenMastering Agentic RAG & AI Evals
·Jun 17·60 minutes314 StudentsLive.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,398 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanContext Engineering & RAG for PMs: A Live Build
·60 minutes1,147 StudentsWatch
Rajesh PentakotaAI Engineering Buildcamp Demo Day Cohort 3
·Jun 23·60 minutes145 StudentsLive
Alexey GrigorevHow to Answer Agentic AI System Design Questions
·90 minutes964 StudentsWatch.png&w=1536&q=75)
NachikethCross-encoders: An End-to-end Guide
·Jun 17·60 minutes113 StudentsLive
Radu Gheorghe and Trey GraingerAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes136 StudentsWatch
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Amir Feizpour and Percy (Boqi) ChenThe AI Agent Stack in 2026
·45 minutes2,849 StudentsWatch
Aishwarya Naresh Reganti and Kiriti BadamBuilding SQL AI Agents
·90 minutes2,840 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinRAG and LLM Fine-Tuning
·30 minutes2,322 StudentsWatch
Dan Becker and Hamel HusainBuilding Enterprise RAG Solutions
·30 minutes1,467 StudentsWatch
Hamza FarooqBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes163 StudentsLive
Amir Feizpour and Hugo MailhotContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,654 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,356 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarCheat at Search Essentials: Vectors and Embeddings
·45 minutes910 StudentsWatch
Doug TurnbullRethinking RAG from first principles for agents
·60 minutes1,122 StudentsWatch
Jason Liu and Beyang Liu"I don't use RAG, I just retrieve documents"
·30 minutes5,659 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarAgentic RAG from Scratch
·30 minutes238 StudentsWatch
Raul Salles de Padua and Can TemizyurekThree Patterns for Better Agentic Search
·Jun 25·60 minutes6 StudentsLive
Adam Hevenor, Doug Turnbull, and Trey GraingerRAG is the what. Agentic Search is the how.
·60 minutes388 StudentsWatch
Doug TurnbullSearch Trends in 2026 - by the numbers
·60 minutes185 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerPractical Design Patterns for RAG
·45 minutes1,748 StudentsWatch
Amir Feizpour and Omid OmidiBuild RAG System with LangChain
·60 minutes114 StudentsWatch
Nitin MongaNVIDIA NCP-AAI Certification Roadmap: Agentic AI Exam Prep
·Jun 15·90 minutes7 StudentsLive.png&w=1536&q=75)
Nachiketh MurthyEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes797 StudentsWatch
Hamza FarooqWhat is agentic search? (and why should I care!?)
·60 minutes352 StudentsWatch
Doug TurnbullAgentic Search: Are LLMs Replacing Decades of IR Wisdom?
·60 minutes317 StudentsWatch
Jon Handler and Trey GraingerCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes113 StudentsWatch
Doug TurnbullGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,814 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarBuild a vector database from scratch
·60 minutes1,082 StudentsWatch
Doug Turnbull and John BerrymanCould your search be better without vectors? BM25 + friends
·45 minutes911 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes337 StudentsWatchDoug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes260 StudentsWatchDoug TurnbullBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes188 StudentsWatch
Trey Grainger and Dmitry KanHow to Build a RAG App with OpenAI & Supabase
·60 minutes176 StudentsWatch
Bryce Klein and Shaw TalebiIncrementally Adopting AI in E-Commerce Search
·60 minutes163 StudentsWatch
John Berryman and Doug TurnbullCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes119 StudentsWatch
Doug TurnbullWhere are teams going wrong with search?
·60 minutes107 StudentsWatch
Doug Turnbull and Trey GraingerCheat at Search Essentials: Embedding Retrieval
·60 minutes100 StudentsWatchDoug TurnbullAgentic search: can we just use grep?
·Jun 29·60 minutes2 StudentsLive
Doug Turnbull and Trey GraingerBetter RAG Through Better Data
·60 minutes801 StudentsWatch
Jason Liu and Adit AbrahamUnderstand GenAI in 3 Key Patterns
·30 minutes776 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuild a Document Processing Pipeline for RAG Systems
·30 minutes613 StudentsWatch
Stefan KrawcykCheat at Search Essentials: BM25 + Lexical
·45 minutes554 StudentsWatchDoug TurnbullBuilding Deep Research Systems
·30 minutes372 StudentsWatch
Andrei Lopatenko and Doug TurnbullCheat at Search Essentials: BM25 + Lexical
·60 minutes371 StudentsWatchDoug TurnbullExploring Modern AI Search
·6 lessons286 StudentsWatchAI-Powered SearchInterleaving for better RAG evaluation
·60 minutes281 StudentsWatch
Max Irwin, Doug Turnbull, and Trey Grainger2026 will be the year of agentic search
·60 minutes276 StudentsWatch
Jo Kristian Bergum and Doug TurnbullCheat at Search Essentials
·3 lessons271 StudentsWatchDoug TurnbullBeyond chunks - how to actually data model for RAG
·60 minutes262 StudentsWatch
Radu Gheorghe and Doug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes243 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullFoundations of AI-Powered Search
·75 minutes242 StudentsWatch
Trey Grainger and Doug TurnbullSynthetic RAG evaluation
·60 minutes214 StudentsWatch
Alexey Grigorev and Doug TurnbullImproving RAG: Embedding models & representation learning
·60 minutes203 StudentsWatch
Jason Liu and Daniel SvonavaDense Vector Retrieval
·30 minutes177 StudentsWatchRaul Salles de Padua and Can TemizyurekSearchArray - let's rethink full-text search
·60 minutes175 StudentsWatch
Doug TurnbullOptimizing Multimodal Vector Search for E-commerce
·60 minutes174 StudentsWatch
Philippe Bouzaglou and Trey GraingerModern AI Search Techniques You Should Know
·75 minutes165 StudentsWatch
Trey Grainger and Doug TurnbullAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes141 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullAI Engineering Buildcamp Demo Day Cohort 2
·90 minutes126 StudentsWatch
Alexey GrigorevBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes83 StudentsWatch
Spencer SchneidenbachReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,831 StudentsWatch
Bryan Bischof and Ayush ChaurasiaLessons on retrieval for autonomous coding agents
·60 minutes2,233 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 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,101 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainImproving retrievers by Reranking and embedding fine-tuning
·60 minutes960 StudentsWatch
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Jason Liu and Ayush ChaurasiaOptimize Structured Data Retrieval With Evals
·45 minutes843 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes821 StudentsWatchDoug TurnbullRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes800 StudentsWatch
Jason Liu and Skylar PayneFrom 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 SahCheating at Query Understanding with LLMs
·60 minutes664 StudentsWatch
Jason Liu and Doug TurnbullCTO's Playbook for Faster Agentic RAG
·60 minutes655 StudentsWatch
Nirant Kasiwal and Doug TurnbullRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes634 StudentsWatch
Quentin Romero Lauro and Shreya ShankarBillion-Scale Vector Search on Object Storage
·60 minutes528 StudentsWatch
Jason Liu and Simon Hørup EskildsenDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes414 StudentsWatch
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Jason Liu and Josh ClemmLong-Context: RAG is Dead, Long Live RAG
·30 minutes384 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukRanking is overrated: why query understanding matters more
·60 minutes328 StudentsWatch
Daniel Tunkelang and Doug TurnbullBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes298 StudentsWatch
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Jason Liu and Ben HylakHybrid search live coded from scratch
·60 minutes288 StudentsWatch
Doug Turnbull and Ben TrentUnderrated: Elasticsearch for vector search + AI
·45 minutes257 StudentsWatch
Doug Turnbull and Philipp KrennDiscovering the Power of Lexical Search in RAG Applications
·45 minutes254 StudentsWatch
John BerrymanSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooRAG isn't a vector search problem
·60 minutes251 StudentsWatch
John Berryman and Doug TurnbullRAG w/o APIs: When Function Calling Talks to Your Browser
·60 minutes247 StudentsWatch
Jason Liu and Michael StruwigAgentic Enterprise Knowledge Management
·30 minutes246 StudentsWatch
Hamza FarooqSemantic search over the web with Exa
·60 minutes235 StudentsWatch
Jason Liu and Will BrykData is Everything: Finding needles in multimodal haystacks
·60 minutes230 StudentsWatch
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Jason Liu, Rajan Agarwal, and Luke IgelBuild a vector database from scratch (part two)
·60 minutes227 StudentsWatch
Doug Turnbull and Eric PughOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes217 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullUse LLMs as Judges for Search Result Quality
·75 minutes211 StudentsWatch
René Kriegler and Trey GraingerPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes194 StudentsWatch
Piotr Kobziakowski and Trey GraingerSearching 100 billion vectors in object storage
·60 minutes193 StudentsWatch
Nathan VanBenschoten, 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 minutes181 StudentsWatch.jpg&w=1536&q=75)
Daniel Tunkenlang and Doug TurnbullBuilding RAG Systems with AWS Bedrock
·45 minutes176 StudentsWatch
Amir Feizpour and Omid OmidiTuning HNSW parameters for filtered search
·60 minutes167 StudentsWatch
Radu Gheorghe and Trey GraingerAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes165 StudentsWatchDoug Turnbull and Trey GraingerAnatomy of a Deep Research System - Part 2 - Evaluation
·45 minutes164 StudentsWatch
Amir Feizpour and Suhas PaiModern Multi-Vector Code Search
·60 minutes157 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 minutes146 StudentsWatch
Rui Huang and Isaac FlathDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes145 StudentsWatch
Amir Feizpour and Hugo MailhotAI-Powered Code Search At Scale
·75 minutes135 StudentsWatch
Audrey Lorberfeld and Trey GraingerTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes134 StudentsWatch
Eric Pugh and Doug TurnbullBuild Your Own “Deep Research” with LlamaIndex
·75 minutes120 StudentsWatch
Laurie Voss and Noah HeinBetter RAG using Relevant Information Gain
·45 minutes119 StudentsWatch
Amir Feizpour and Marc PickettOffline search relevance testing with Vespa & Quepid
·60 minutes110 StudentsWatch
Charlie Hull 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 minutes96 StudentsWatch
Amir Feizpour and Percy ChenAgentic Search: What's the big deal?
·60 minutes93 StudentsWatch
Doug Turnbull and Trey GraingerEngineer Effective Context Systems
·30 minutes53 StudentsWatch
Carmelo Iaria