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


AI Product Management Bootcamp & Certification by AI Product Academy


+ Constantinos Neo @ Anthropic and Deb Liu, Former CEO @ Ancestry
AI Inference Engineering & Systems Design

AI Evals and Analytics Playbook


Agentic Analytics 101: Build an AI Analyst in Claude Code
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+ Sravya Madipalli and Hai Guan
Accelerating Innovation with A/B Testing
Beyond Evals: Designing Improvement Flywheels for AI Products
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AI-Powered Search: Modern Retrieval for Humans & Agents

Build AI Agents for Enterprises
AI Growth Marketing and GTM


Quantum Machine Learning using Qiskit 2.x

AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop

Applied Conformal Prediction

Python Forecasting Masterclass: From Basics to Foundation Models

+ Tobias Pitters, M.Sc., Franz Király, Ph.D., and Mahdi Torabi Rad, Ph.D.
Advanced Topics in Practical A/B Testing
Python for Beginners
Mastering the Data Quality Playbook for Data Professionals
Modern Forecasting Mastery: From Models to Decisions

Let's Code LLM Chatbots and Agents from Scratch

💭 Data Storytelling Training for Analysts, Data Scientists & Product Managers
AI Engineering Buildcamp: From RAG to Agents

LLMOps with Databricks


Data Storytelling: Turn Insights Into Influence

AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
AI Problem Framing for AI Practitioners

AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales
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LiDAR Point Clouds Processing in QGIS
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Machine Learning for Trading: From Research to Production

AI Inference for Forward Deployed Engineering Roles

Post-Training Foundation Models: Environments, Rewards, and Verifiers

The AI-Ready Data Leader: Build Your AI Management Operating System
End-to-End AI Engineering Bootcamp
1-day workshops
Build AI Agents from First Principles

Engineering a Multi-Agent Forecasting System

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

Build a Bioinformatics Pipeline You Can Run on Your Own Data

Gather data requirements in 30 minutes using a shared language
💭 Turn Data and AI Into Stories People Actually Remember

Intro to Agentic Analytics in Claude Code


+ Sravya Madipalli and Hai Guan
Data Visualization for Public Health
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Presenting With Impact: Communication Skills For Technical Professionals

Advancing into Data Analytics from Excel to Python

AI for Data & Analytics Teams


Data Storytelling - Building an Impactful Narrative from Data

Free Lightning Lessons
Create a Brain for Agents with Claude and Snowflake
·45 minutes1,002 StudentsWatch
Mahesh YadavBuild AI Agents For Enterprises
·60 minutes1,129 StudentsWatchSkanda VivekBuild a Team of AI Agents in Claude Cowork
·Jul 29·45 minutes982 StudentsLive
Pietro Montaldo💭 Build a Data Storytelling Agent with Claude
·Jul 13·30 minutes391 StudentsLive
Gulrez KhanStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,581 StudentsWatch
Shreya Shankar and Hamel HusainMaster Claude Code for Data Scientists & Leaders
·Jul 12·60 minutes287 StudentsLive
Sai Kumar Bysani, Karun Thankachan, and Dr. Aki WijesundaraRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,075 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanData Analysis with Claude Code - AI for Leaders
·Jul 17·60 minutes305 StudentsLive
Mirza Rahim BaigMultiplayer Agentic Dev: Why Markdown Isn't Enough
·45 minutes125 StudentsWatch
Amir Feizpour and Roger BukuruHow to Setup Evals For Agents
·30 minutes2,069 StudentsWatch
Harrison Chase, Hamel Husain, andBuild the Context That Makes AI Data Agents Reliable
·Aug 5·60 minutes43 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuilding SQL AI Agents
·90 minutes3,051 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinAI Evals for Building Reliable and Consistent Products
·Jul 21·60 minutes217 StudentsLive
Anshumani RuddraMulti-Agent Systems: When One Agent Isn't Enough
·Jul 22·30 minutes81 StudentsLive
Aki Wijesundara and Manu JayawardanaMastering RAG-based systems for software engineers
·45 minutes3,418 StudentsWatch
Gaurav SenTrust Your AI Analytics: Know When the Number Is Right
·Oct 14·60 minutes24 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild-a-long: create an AI data architecture in 60 mins
·60 minutes105 StudentsWatch
Ian JohnsContext Engineering: The Skill That Beat Prompts
·Jul 26·30 minutes98 StudentsLive
Aki Wijesundara and Manu JayawardanaEvaluating LLMs Beyond Accuracy: Pragmatic Reasoning
·Jul 31·45 minutes23 StudentsLive
Amir Feizpour and Tara AzinBuild 3 AI Harnesses for Trustworthy Analytics
·Jul 16·45 minutes25 StudentsLive
Paras DoshiCan AI Actually Answer Your Data Questions?
·Jul 15·45 minutes93 StudentsLive
Shreya Shankar and Hamel HusainLLM-as-Judge: Score Your AI Automatically
·Jul 22·30 minutes32 StudentsLive
Aki Wijesundara and Manu JayawardanaMastering Agentic RAG & AI Evals
·60 minutes1,313 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessWhy We Embed Documents, and Why You Should Go Multi-Vector
·Jul 27·60 minutes411 StudentsLive
Ben Clavié and Hamel HusainLearn the Informational Thinking Needed for Data Engineering
·45 minutes18 StudentsWatch
Santosh KunjuramanMultimodal RAG for Product Catalogs
·30 minutes17 StudentsWatch
Aki Wijesundara and Manu JayawardanaClaude Code for User Insights: What Agents Can Do
·30 minutes978 StudentsWatch
Caitlin SullivanMultimodal RAG: Search Images, Tables, and Text
·30 minutes16 StudentsWatch
Aki Wijesundara and Manu JayawardanaWhat happens when you make an LLM call?
·45 minutes293 StudentsWatch
Abi AryanAce Analytics Interviews with AI
·Sep 23·60 minutes8 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanRAG and LLM Fine-Tuning
·30 minutes2,404 StudentsWatch
Dan Becker and Hamel HusainBuild an AI Growth Optimization System
·45 minutes1,099 StudentsWatch
Eric MetelkaHow much will my model cost? Napkin Maths 101
·60 minutes217 StudentsWatch
Abi AryanWhat Makes a Good Search Agent?
·Jul 13·60 minutes82 StudentsLive
Nandan Thakur and Hamel HusainLLM-as-Judge: Grade Your AI Feature's Quality
·30 minutes21 StudentsWatch
Aki Wijesundara and Manu JayawardanaBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,189 StudentsWatch
Mahesh YadavSQL Toolkit for Data Engineering
·30 minutes1,688 StudentsWatch
David FreitagAgentic Experiment Design & Analysis
·60 minutes1,246 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanThe Analytics Mindset Behind Effective AI Evals
·30 minutes1,052 StudentsWatch
Stella LiuCross-encoders: An End-to-end Guide
·60 minutes230 StudentsWatch
Radu Gheorghe and Trey GraingerFrom trading idea to validated strategy
·30 minutes105 StudentsWatch
Stefan JansenScale Your Vector DB to a Million Docs
·Jul 19·30 minutes48 StudentsLive
Aki Wijesundara and Manu JayawardanaRAG Over PDFs With Charts and Screenshots
·30 minutes11 StudentsWatch
Aki Wijesundara and Manu JayawardanaBetter RAG retrieval with late interaction
·45 minutes1,845 StudentsWatch
Isaac Flath and Hamel HusainBuilding Enterprise RAG Solutions
·30 minutes1,521 StudentsWatch
Hamza FarooqAgent Evals 101: Best Practices for AI Product Teams
·45 minutes493 StudentsWatch
Vinay Goel and Ken KutynAgentic search: can we just use grep?
·60 minutes171 StudentsWatch
Doug Turnbull and Trey GraingerThree Patterns for Better Agentic Search
·60 minutes141 StudentsWatch
Adam Hevenor, Doug Turnbull, and Trey GraingerBuild a Semantic Layer So AI Defines Your Metrics
·Aug 12·60 minutes5 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,392 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarNorth Star Metrics for AI Agents
·45 minutes537 StudentsWatch
Sandhya Hegde and Justin Bauer3 Simple Ideas to Level Up Your Dashboards
·30 minutes503 StudentsWatch
Bill ShanderBuild your first quantum support vector machine
·45 minutes351 StudentsWatch
Dr. Muhammad FaryadThe New Frontier of AI Search
·75 minutes115 StudentsWatch
Trey Grainger and Doug TurnbullHow OpenSearch is Evolving in the AI Era
·60 minutes85 StudentsWatch
Jon Handler, Trey Grainger, and Doug TurnbullTurn Eval Results Into a Better Model
·Jul 31·45 minutes32 StudentsLive
Will Brown, Florian Brand, and Hamel HusainExperimentation 101: Run an A/B Test with AI
·Jul 29·60 minutes4 StudentsLive
Shane Butler, Sravya Madipalli, and Hai Guan"I don't use RAG, I just retrieve documents"
·30 minutes5,680 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarExperimentation in the age of AI
·30 minutes1,254 StudentsWatch
Manisha AroraAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes950 StudentsWatch
Alexey GrigorevPressure-test any AI analysis
·60 minutes839 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanDevelop North Star Metrics with AI
·60 minutes808 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanTraining Agents with Reinforcement Learning
·60 minutes750 StudentsWatch
Will BrownLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes688 StudentsWatch
Dr. Raj DandekarBuild Your Own Eval Tools With Notebooks!
·45 minutes621 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarYour Complete Guide to Become NVIDIA Certified
·45 minutes534 StudentsWatch
Ashish PrajapatiClaude Code for Research: Agents, Skills & Commands
·30 minutes467 StudentsWatch
John Whalen, PhDBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes382 StudentsWatch
Gui Diaz-BerrioCheat at Search Essentials: Vectors and Embeddings
·60 minutes267 StudentsWatch
Doug TurnbullUse LLMs as Judges for Search Result Quality
·75 minutes215 StudentsWatch
René Kriegler and Trey GraingerOptimizing Multimodal Vector Search for E-commerce
·60 minutes182 StudentsWatch
Philippe Bouzaglou and Trey GraingerThe AI-Native Data Scientist: Analyze in English
·Jul 27·30 minutes72 StudentsLive
Aki Wijesundara and Manu JayawardanaOrchestrate Your Agentic Research Team
·Jul 22·30 minutes41 StudentsLive
John Whalen, PhDHybrid RAG: Keyword Plus Vector, Best of Both
·Jul 13·30 minutes7 StudentsLive
Aki Wijesundara and Manu JayawardanaReasoning Opens up New Retrieval Frontiers
·30 minutes4,862 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarBuilding Effective AI-Powered Data Pipelines
·60 minutes2,122 StudentsWatch
Shreya ShankarSQL Toolkit for Data Engineering
·30 minutes1,728 StudentsWatch
David FreitagError Analysis: The AI Engineer’s Best ROI
·60 minutes1,523 StudentsWatch
Hamel Husain and Shreya ShankarYour AI feature needs evals, not just analytics
·30 minutes1,465 StudentsWatch
Dr. Marily NikaYou Don't Need a Graph DB
·45 minutes1,171 StudentsWatch
Jo Kristian Bergum and Hamel HusainSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes869 StudentsWatch
Mahesh YadavOptimize Structured Data Retrieval With Evals
·45 minutes848 StudentsWatch
Daniel Svonava and Hamel HusainEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes803 StudentsWatch
Hamza FarooqVectorless RAG with PageIndex
·60 minutes793 StudentsWatch
Matt Overstreet, Doug Turnbull, and Trey GraingerBillion-Scale Vector Search on Object Storage
·60 minutes533 StudentsWatch
Jason Liu and Simon Hørup EskildsenA Day of AI Engineer
·45 minutes431 StudentsWatch
Alexey GrigorevMaster Evaluation Techniques for LLM Apps
·30 minutes415 StudentsWatch
Haroon ChouderyVector search from zero to production at GitHub
·60 minutes367 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullCut Wasted Analysis using AI
·60 minutes360 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerExploring Modern AI Search
·6 lessons314 StudentsWatch
Trey Grainger & Doug TurnbullUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes313 StudentsWatch
Patrick HallBuild Quantum Neural Networks in Qiskit
·45 minutes255 StudentsWatch
Dr. Muhammad FaryadPublish Analysis Everywhere with Claude Code
·60 minutes231 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanRedesign Your Product Metrics for AI Evals
·30 minutes213 StudentsWatch
Shane ButlerCalibrate LLM-as-a-judge for Real-world Impact
·45 minutes211 StudentsWatch
Eddie LandesbergYour first quant analysis in Claude Code
·Aug 13·30 minutes196 StudentsLive
Ruby PryorAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes175 StudentsWatch
Doug Turnbull and Trey GraingerReasoningLayer.ai - neurosymbolic reasoning for your data
·60 minutes148 StudentsWatch
David Loiret and Doug TurnbullBeyond Pretty Dashboards: Data Storytelling that Lands
·30 minutes132 StudentsWatch
Bruno FelixCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes127 StudentsWatch
Doug TurnbullHow to Estimate AI ROI: A Case Study
·30 minutes119 StudentsWatch
Nick ZervoudisCheat at Search Essentials: Embedding Retrieval
·60 minutes105 StudentsWatch
Doug TurnbullFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·60 minutes62 StudentsWatch
Lance Rubin and Paul BarnhurstIs Your LLM Task Worth Fine-Tuning?
·45 minutes44 StudentsWatch
Daniel Voigt GodoyMaster Unstructured Data in Python [Free Hands-on workshop]
·60 minutes24 StudentsWatch
Mirza Rahim BaigHuman-in-the-Loop Agents With LangGraph
·Jul 21·30 minutes10 StudentsLive
Aki Wijesundara and Manu JayawardanaProduct Management Fundamentals
·3 lessons4 StudentsWatch
Caitlin SullivanThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,834 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,818 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarCode a custom ChatGPT
·30 minutes1,135 StudentsWatch
Swyx and Noah HeinHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,085 StudentsWatch
Jim Blomo and Hamel HusainAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,026 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskImproving retrievers by Reranking and embedding fine-tuning
·60 minutes963 StudentsWatch
Jason Liu and Ayush ChaurasiaContext Engineering for AI Agents
·30 minutes926 StudentsWatch
Hugo Bowne-Anderson and John BerrymanRoot Cause Analysis in Claude Code
·60 minutes876 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes865 StudentsWatch
Mahesh YadavCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes822 StudentsWatch
Doug TurnbullUnderstand GenAI in 3 Key Patterns
·30 minutes779 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes692 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarAI Careers in 2025+ : What No One's Telling You
·30 minutes680 StudentsWatch
Abi AryanClaude Code for Research: Agents, Skills & Commands
·30 minutes538 StudentsWatch
John Whalen, PhD💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes521 StudentsWatch
Gulrez KhanFinetuning LLM for Language Translation
·30 minutes517 StudentsWatch
Manisha Arora and Siddarth RBuild an Agentic App: LangGraph + Cursor + n8n - Part 2/2
·45 minutes504 StudentsWatch
Amir Feizpour and Mykola BurynokScaling Judge-Time Compute for Robust Auto LLM Evaluation
·60 minutes490 StudentsWatch
Jason Liu and Leonard TangBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes484 StudentsWatch
Meri NovaBuilding Reliable AI Systems with MLflow
·60 minutes480 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenBuilding Deep Research Systems
·30 minutes373 StudentsWatch
Andrei Lopatenko and Doug TurnbullBuilding a Shared Human–AI Memory System
·45 minutes306 StudentsWatch
Amir Feizpour and Hugo MailhotUse AI Research to Discover Who Actually Wants What You Sell
·45 minutes275 StudentsWatch
Abi AwomosuUnlock Data Science Job Opportunities
·30 minutes272 StudentsWatch
Manisha AroraBetter Agentic Search with Adaptive Relevance Pipelines
·60 minutes262 StudentsWatch
Kevin Butler and Trey GraingerA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes256 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullSemantic Search with Low-Code
·30 minutes254 StudentsWatch
Shubham SabooRAG isn't a vector search problem
·60 minutes253 StudentsWatch
John Berryman and Doug TurnbullYou're solving the wrong problem with AI Search
·60 minutes237 StudentsWatch
Atita Arora, Trey Grainger, and Doug TurnbullData is Everything: Finding needles in multimodal haystacks
·60 minutes232 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes224 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullSynthetic RAG evaluation
·60 minutes217 StudentsWatch
Alexey Grigorev and Doug TurnbullEvals in Action With Arize
·45 minutes215 StudentsWatch
Laurie VossContext Engineering: Building Smarter AI Systems
·45 minutes200 StudentsWatch
Jyothi NookulaThe Hidden Signal in Production AI Logs
·60 minutes175 StudentsWatch
Jason Liu and Scott ClarkNavigating MLOps with Databricks
·30 minutes167 StudentsWatch
Maria Vechtomova and Başak EskiliCracking A/B Testing Interviews
·45 minutes165 StudentsWatch
Siddarth RModern Multi-Vector Code Search
·60 minutes162 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathHow Big Tech Actually Evaluates DS Candidates
·45 minutes155 StudentsWatch
Siddarth RAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes144 StudentsWatch
Amir Feizpour and Percy (Boqi) ChenAI for forecasting: foundations models, hype & best practice
·60 minutes137 StudentsWatch
Franz KiralyBuilding a Gi-ralph Loop for Software Development
·45 minutes135 StudentsWatch
Amir Feizpour and Joel FernandesExperimentation in the AI Era: Lessons from the Trenches
·60 minutes128 StudentsWatch
Mirza Rahim Baig and Vishnukant Peddawad