Cohort-based courses
Building Agentic AI Applications with a Problem-First Approach


AI Product Management Bootcamp & Certification by AI Product Academy


+ Dr. Marily Nika and Deb Liu, Former CEO @ Ancestry
End-to-End AI Engineering Bootcamp
AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales
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Claude Code Analytics Bootcamp
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+ Sravya Madipalli and Hai Guan
Beyond Evals: Designing Improvement Flywheels for AI Products
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AI Evals and Analytics Playbook


AI-Powered Search: Modern Retrieval for Humans & Agents

AI Analytics for Builders


+ Sravya Madipalli and Hai Guan
AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop

Let's Code LLM Chatbots and Agents from Scratch

Marketing Science Bootcamp: MMM, Attribution & Incrementality

Applied Quantum Machine Learning using Qiskit

💭 Data & AI Storytelling Certification
Applied Conformal Prediction

AI Career Residency: From Skills to Impact

AI Engineering Buildcamp: From RAG to Agents

LLMOps with Databricks


From Data Manager to AI-Ready Leader Winning at Executive Roles
Production-Ready Recommenders for Media Products

AI Engineering for Software Engineers


1-day workshops
Intro to Claude Code Analytics


+ Sravya Madipalli and Hai Guan
AI Trust at Scale. From Evals to Governance

One Day NVIDIA Certification Bootcamp: Learn, Practice, Pass.

Free Lightning Lessons
Mastering RAG-based systems for software engineers
·Jun 20·45 minutes1,016 StudentsLive
Gaurav SenAgentic Experiment Design & Analysis
·Jun 5·60 minutes1,087 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild an AI Growth Optimization System
·Jun 17·45 minutes910 StudentsLive
Eric Metelka💭 Turn Data and AI Into Stories People Actually Remember
·Jun 12·30 minutes407 StudentsLive
Gulrez KhanAI Feature Analytics: A Practical Framework
·Jun 16·30 minutes470 StudentsLive
Glenn VanderlindenDevelop North Star Metrics with AI
·Jun 12·60 minutes630 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanNorth Star Metrics for AI Agents
·Jun 9·45 minutes417 StudentsLive
Sandhya Hegde and Justin BauerRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,178 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes348 StudentsLive
Matthew Brandt (Matty)RAG and LLM Fine-Tuning
·30 minutes2,273 StudentsWatch
Dan Becker and Hamel HusainHow to Setup Evals For Agents
·30 minutes1,754 StudentsWatch
Harrison Chase, Hamel Husain, andStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes103 StudentsLive
Shreya Shankar and Hamel HusainBuilding Enterprise RAG Solutions
·30 minutes1,436 StudentsWatch
Hamza FarooqBuilding SQL AI Agents
·90 minutes2,770 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinVibe Code Annotation UIs for AI Analytics Evals
·Jun 24·60 minutes681 StudentsLive
Shane ButlerModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,336 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarSpec Stacking & Software Factories
·45 minutes155 StudentsWatch
Amir Feizpour and Owen ZanzalYour first quant analysis in Claude Code
·Aug 13·30 minutes152 StudentsLive
Ruby PryorClaude Code for User Insights: What Agents Can Do
·30 minutes939 StudentsWatch
Caitlin SullivanRoot Cause Analysis in Claude Code
·60 minutes858 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes792 StudentsWatch
Hamza FarooqAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes51 StudentsLive
Amir Feizpour and Percy (Boqi) ChenBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes137 StudentsLive
Amir Feizpour and Hugo MailhotBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,162 StudentsWatch
Mahesh YadavWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes23 StudentsLive
Dheeraj SaxenaBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes360 StudentsWatch
Gui Diaz-BerrioA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes240 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullAI-Native Product Management Certification
·May 25·7 lessons33 StudentsLive
Dr. Marily NikaCross-encoders: An End-to-end Guide
·Jun 17·60 minutes29 StudentsLive
Radu Gheorghe and Trey GraingerAnalyze Metric Trade-offs in Claude Code
·60 minutes643 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerYour Complete Guide to Become NVIDIA Certified
·45 minutes524 StudentsWatch
Ashish PrajapatiAgentic RAG from Scratch
·30 minutes232 StudentsWatch
Raul Salles de Padua and Can TemizyurekWhere are teams going wrong with search?
·60 minutes104 StudentsWatch
Doug Turnbull and Trey GraingerContext Engineering for AI Agents
·30 minutes921 StudentsWatch
Hugo Bowne-Anderson and John BerrymanLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes859 StudentsWatch
Mahesh YadavClaude Code for Research: Agents, Skills & Commands
·30 minutes534 StudentsWatch
John Whalen, PhDEvals in Action With Arize
·45 minutes205 StudentsWatch
Laurie Voss"I don't use RAG, I just retrieve documents"
·30 minutes5,651 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarEvals for Everyone
·3 lessons2,199 StudentsWatch
Aishwarya & KiritiUnderstand GenAI in 3 Key Patterns
·30 minutes775 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes672 StudentsWatch
Dr. Raj DandekarAI Careers in 2025+ : What No One's Telling You
·30 minutes670 StudentsWatch
Abi AryanEvals for Voice AI: Learnings from Google Evals Team
·30 minutes245 StudentsWatch
Ravin KumarSynthetic RAG evaluation
·60 minutes213 StudentsWatch
Alexey Grigorev and Doug TurnbullCalibrate LLM-as-a-judge for Real-world Impact
·45 minutes208 StudentsWatch
Eddie LandesbergAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes165 StudentsWatch
Doug Turnbull and Trey GraingerCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes117 StudentsWatch
Doug TurnbullRun Eval Loops and Guardrails for Cursor Agents
·30 minutes85 StudentsWatch
Carmelo IariaFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes33 StudentsLive
Lance Rubin and Paul BarnhurstError Analysis: The AI Engineer’s Best ROI
·60 minutes1,516 StudentsWatch
Hamel Husain and Shreya ShankarAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,017 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes864 StudentsWatch
Mahesh YadavLearning Crucial Math for AI
·Jul 10·60 minutes735 StudentsLive
Claire LongoHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes690 StudentsWatch
Zach MuellerClaude Code for Research: Agents, Skills & Commands
·30 minutes458 StudentsWatch
John Whalen, PhDLong-Context: RAG is Dead, Long Live RAG
·30 minutes384 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuild your first quantum support vector machine
·45 minutes338 StudentsWatch
Dr. Muhammad FaryadUpskilling in AI as a Data Scientist
·30 minutes326 StudentsWatch
Manisha AroraWhat happens when you make an LLM call?
·45 minutes235 StudentsWatch
Abi AryanRedesign Your Product Metrics for AI Evals
·30 minutes202 StudentsWatch
Shane ButlerThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,831 StudentsWatch
Bryan Bischof and Ayush ChaurasiaWhy Devin does not use multi agents
·60 minutes2,441 StudentsWatch
Jason Liu and Walden YanYou Don't Need a Graph DB
·45 minutes1,165 StudentsWatch
Jo Kristian Bergum and Hamel HusainHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,082 StudentsWatch
Jim Blomo and Hamel HusainBuild a vector database from scratch
·60 minutes1,080 StudentsWatch
Doug Turnbull and John BerrymanRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes800 StudentsWatch
Jason Liu and Skylar PayneFrom Text-RAG to Vision-RAG with Cohere
·60 minutes696 StudentsWatch
Jason Liu and Nils ReimersOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes687 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarBuild Your Own Eval Tools With Notebooks!
·45 minutes613 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarCreate an AI Data Analyst
·45 minutes549 StudentsWatch
Jacob BankFrom Raw Data to Automated Insights with AI Agents
·30 minutes536 StudentsWatch
Manisha Arora and Siddarth RBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes479 StudentsWatch
Meri NovaHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes436 StudentsWatch
Amir FeizpourStrategies for building self-improving document processing
·60 minutes430 StudentsWatch
Jason Liu and Eli BadgioHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes425 StudentsWatch
Jason Liu and Hamish OgilvyA Day of AI Engineer
·45 minutes421 StudentsWatch
Alexey GrigorevAI-powered Data Analysis with Claude and MCP
·30 minutes416 StudentsWatch
George XingMaster Evaluation Techniques for LLM Apps
·30 minutes413 StudentsWatch
Haroon ChouderyAutomate Insight Generation Using AI Agents
·30 minutes386 StudentsWatch
Siddarth RanganathanWhat is agentic search? (and why should I care!?)
·60 minutes349 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes335 StudentsWatch
Doug TurnbullUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes311 StudentsWatch
Patrick Hall2026 will be the year of agentic search
·60 minutes275 StudentsWatch
Jo Kristian Bergum and Doug TurnbullCheat at Search Essentials
·3 lessons269 StudentsWatch
Doug TurnbullBeyond chunks - how to actually data model for RAG
·60 minutes261 StudentsWatch
Radu Gheorghe and Doug TurnbullBuild Quantum Neural Networks in Qiskit
·45 minutes241 StudentsWatch
Dr. Muhammad FaryadCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes241 StudentsWatch
Nicky Bell, PhDOptimizing 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 GraingerImproving RAG: Embedding models & representation learning
·60 minutes202 StudentsWatch
Jason Liu and Daniel SvonavaHow much will my model cost? Napkin Maths 101
·60 minutes187 StudentsWatch
Abi AryanMap AI Usage to Deliverables
·30 minutes186 StudentsWatchVyoma GajjarDense Vector Retrieval
·30 minutes175 StudentsWatch
Raul Salles de Padua and Can TemizyurekOptimizing Multimodal Vector Search for E-commerce
·60 minutes173 StudentsWatch
Philippe Bouzaglou and Trey GraingerThe Hidden Signal in Production AI Logs
·60 minutes173 StudentsWatch
Jason Liu and Scott ClarkThe many shades of text search in vector retrieval
·45 minutes156 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullReward Hacking 101: Keeping Your Agent Honest
·30 minutes130 StudentsWatch
Kyle CorbittHow to Become a Machine Learning Engineer in 2026
·30 minutes128 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaHow to Estimate AI ROI: A Case Study
·30 minutes115 StudentsWatch
Nick ZervoudisCheat at Search Essentials: Embedding Retrieval
·60 minutes97 StudentsWatch
Doug TurnbullHow to Estimate AI ROI (Quickly)
·60 minutes91 StudentsWatch
Nick ZervoudisBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes82 StudentsWatch
Spencer SchneidenbachBuild Persistent Memory and Rules for Cursor Agents
·30 minutes72 StudentsWatch
Carmelo IariaFrom Insight Factory to Decision Engine using AI
·60 minutes28 StudentsWatch
Pier MartinProduct Management Fundamentals
·3 lessons1 StudentWatch
Caitlin SullivanSystem Design for AI Agents, for Engineers (2026)
·Jun 18·30 minutes1 StudentLive
Ehsan GazarReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,812 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarBuilding Effective AI-Powered Data Pipelines
·60 minutes2,110 StudentsWatch
Shreya ShankarUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,750 StudentsWatch
Mahesh YadavNatural Language Search on Semi-Structured Data
·60 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaUnderstanding Embedding Performance through Generative Evals
·60 minutes1,181 StudentsWatch
Jason Liu and Kelly HongCode a custom ChatGPT
·30 minutes1,134 StudentsWatch
Swyx and Noah HeinThe Role of Data Quality in AI
·30 minutes1,017 StudentsWatch
Chad SandersonImproving retrievers by Reranking and embedding fine-tuning
·60 minutes960 StudentsWatch
Jason Liu and Ayush ChaurasiaCould your search be better without vectors? BM25 + friends
·45 minutes909 StudentsWatch
Doug TurnbullOptimize Structured Data Retrieval With Evals
·45 minutes843 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes821 StudentsWatch
Doug TurnbullTraining Agents with Reinforcement Learning
·60 minutes742 StudentsWatch
Will BrownClaude Code for Research: Agents, Skills & Commands
·30 minutes739 StudentsWatch
John Whalen, PhDBuild a Document Processing Pipeline for RAG Systems
·30 minutes611 StudentsWatch
Stefan KrawcykGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes545 StudentsWatch
Jason Liu and Manav RathodBuild an Agentic App: Idea to Implementation - Part 3/3
·45 minutes534 StudentsWatch
Amir Feizpour and Abhi AnandBillion-Scale Vector Search on Object Storage
·60 minutes528 StudentsWatch
Jason Liu and Simon Hørup EskildsenFinetuning LLM for Language Translation
·30 minutes516 StudentsWatch
Manisha Arora and Siddarth RBuilding Advanced Applications with LLMs
·30 minutes502 StudentsWatch
Elvis SaraviaBuild an Agentic App: LangGraph + Cursor + n8n - Part 2/2
·45 minutes499 StudentsWatch
Amir Feizpour and Mykola BurynokNotebook to Production with GitHub
·30 minutes491 StudentsWatch
Manisha AroraScaling Judge-Time Compute for Robust Auto LLM Evaluation
·60 minutes489 StudentsWatch
Jason Liu and Leonard TangDeploy ML Models from Lab to Production
·30 minutes475 StudentsWatch
Akshika WijesundaraBuilding Reliable AI Systems with MLflow
·60 minutes475 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes415 StudentsWatch
Yayun Jin, Ph.D.Building Deep Research Systems
·30 minutes371 StudentsWatch
Andrei Lopatenko and Doug TurnbullBuilding AI Systems with DSPy - Beyond 101
·45 minutes360 StudentsWatch
Amir Feizpour and Ian YuEvaluate the quality and accuracy of AI insights
·30 minutes332 StudentsWatch
Ann ConwayMemory for LLM Agents: From Context to Durable State
·60 minutes332 StudentsWatch
Amir Feizpour and Suhas PaiUnderstanding DeepSeek R1
·45 minutes316 StudentsWatch
Amir Feizpour and Percy ChenTrain Your Own AI Models from Scratch
·60 minutes311 StudentsWatch
Nejc Susec and Luka TislerBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliExploring Modern AI Search
·6 lessons285 StudentsWatch
AI-Powered SearchMastering text-to-SQL: how to generate accurate queries
·30 minutes282 StudentsWatch
George XingUnlock Data Science Job Opportunities
·30 minutes266 StudentsWatch
Manisha AroraUnderstanding Innovations leading up to DeepSeek R1
·45 minutes262 StudentsWatch
Amir Feizpour and Suhas PaiUnderrated: Elasticsearch for vector search + AI
·45 minutes257 StudentsWatch
Doug Turnbull and Philipp KrennCheat at Search Essentials: Vectors and Embeddings
·60 minutes257 StudentsWatch
Doug TurnbullSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooAI Bootcamp Demo Day
·60 minutes250 StudentsWatch
Alexey GrigorevRAG isn't a vector search problem
·60 minutes250 StudentsWatch
John Berryman and Doug TurnbullData is Everything: Finding needles in multimodal haystacks
·60 minutes230 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelProduct Impact for Data Scientists
·30 minutes205 StudentsWatch
Mengying Li