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
End-to-End AI Engineering Bootcamp
Accelerating Innovation with A/B Testing
AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
AI Evals and Analytics Playbook


Beyond Evals: Designing Improvement Flywheels for AI Products
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Agentic Analytics: Build an AI Analyst
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+ Sravya Madipalli and Hai Guan
LLMOps with Databricks


Advanced Topics in Practical A/B Testing
Private & Local AI for Healthcare: 2 Day Hands-On Workshop

💭 Data Storytelling Training for Analysts, Data Scientists & Product Managers
LiDAR Point Clouds Processing in QGIS
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AI Inference Engineering & Systems Design

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

AI Engineering Buildcamp: From RAG to Agents

AI-Powered Search: Modern Retrieval for Humans & Agents

The AI-Ready Data Leader: Build Your AI Management Operating System
Data Storytelling: Turn Insights Into Influence

AI Problem Framing for AI Practitioners

Master Credit Scorecard Development with Python: From Data to Deployment

AI Agents for Business Bootcamp & Certification: Finance, Marketing, Sales
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Quantum Machine Learning using Qiskit 2.x

Machine Learning for Trading: From Research to Production

AI Inference for Forward Deployed Engineering Roles

Build AI Agents for Enterprises
Post-Training Foundation Models: Environments, Rewards, and Verifiers

1-day workshops
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

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

Build AI Agents from First Principles

World-Class Agentic Analytics in Production

Free Lightning Lessons
The AI Toolkit for Data Scientists
·Aug 25·45 minutes404 StudentsLive
Priyanka Vergadia and Sai Kumar BysaniTurn Eval Results Into a Better Model
·45 minutes403 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainLoop & Harness Engineering Masterclass
·Sep 4·90 minutes1,594 StudentsLive
Aishwarya Srinivasan and Arvind NarayanamurthyBuild Your Own LLM From Scratch (Actually Understand AI)
·Sep 3·60 minutes176 StudentsLive
Priyanka VergadiaUnsupervised Quantum Machine Learning
·Aug 20·60 minutes376 StudentsLive
Dr. Muhammad FaryadKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes166 StudentsWatch
Hamza Farooq and Benjamin SquireStop Paying Full Price for LLM Classification
·45 minutes362 StudentsWatch
Shreya Shankar and Hamel HusainRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,507 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuild the Context That Makes AI Data Agents Reliable
·60 minutes348 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanOpen Models 101: What Are They and How to Use Them
·Aug 12·60 minutes277 StudentsLive
Shane Butler, Sravya Madipalli, and Hai Guan02-Aug - Complete Guide to Become NVIDIA Certified
·45 minutes190 StudentsWatch
Ashish PrajapatiHow to Setup Evals For Agents
·30 minutes2,560 StudentsWatch
Harrison Chase, Hamel Husain, andOpen-source AI in Production w/ Nvidia
·Aug 21·60 minutes85 StudentsLive.png&w=1536&q=75)
Kiriti & Aish and Chris AlexiukMaster RAG From Chunking to Evals
·Aug 23·45 minutes92 StudentsLive
Karun Thankachan, Sai Kumar Bysani, Dr. Aki Wijesundara, and Lan ChuBuild a Team of AI Agents in Claude Cowork
·45 minutes2,262 StudentsWatch
Pietro MontaldoEvaluate AI Agents with Simulated Users
·Aug 7·30 minutes75 StudentsLive
Stella LiuTrust Your AI Analytics: Know When the Number Is Right
·Oct 14·60 minutes189 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanAgentic Analytics in Production: What to Build First
·Aug 19·45 minutes142 StudentsLive
Paras DoshiStop picking embedding models off the MTEB leaderboard
·30 minutes144 StudentsWatch
Radu Gheorghe and Hamel HusainOn-Device LLMs: Ship Models to the Edge in 2026
·30 minutes62 StudentsWatch
Ehsan GazarDeploy ML Models from Lab to Production
·Aug 21·30 minutes47 StudentsLive
Akshika WijesundaraYour Agents Are Only As Good As Your Retrieval
·60 minutes82 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonBuilding Agents with RoI for Product Managers & Engineers
·Aug 14·45 minutes90 StudentsLive
Mahesh YadavBuild a Reliable Agent Loop
·Aug 17·30 minutes268 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaBuilding SQL AI Agents
·90 minutes3,179 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,778 StudentsWatch
Shreya Shankar and Hamel HusainManaging Your Strategy Research Process
·Aug 26·30 minutes67 StudentsLive
Stefan JansenBuild a Self-Improving Agent Loop
·Oct 5·30 minutes143 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaRAG isn't dead. It's sleeping.
·Aug 28·60 minutes33 StudentsLive
Doug Turnbull (Maven) and Hugo Bowne-AndersonDesign AI Projects Recruiters Care About
·Aug 22·30 minutes29 StudentsLive
Dr. Aki WijesundaraAce Analytics Interviews with AI
·Sep 23·60 minutes233 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild Production-Ready Agent Evals
·Aug 14·45 minutes27 StudentsLive
Dr Ankur Narang and Kush KhuranaBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·Aug 20·30 minutes39 StudentsLive
Yujian TangThe RAG Playbook: Retrieval Techniques for Production AI
·Aug 17·60 minutes26 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelExperimentation 101: Run an A/B Test with AI
·Oct 21·60 minutes66 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanCan AI Actually Answer Your Data Questions?
·45 minutes434 StudentsWatch
Shreya Shankar and Hamel HusainBuild a Semantic Layer So AI Defines Your Metrics
·Aug 19·60 minutes147 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanDesign a Production RAG System Live
·Aug 10·30 minutes25 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaYour first quant analysis in Claude Code
·Aug 13·30 minutes259 StudentsLive
Ruby PryorIntro to Multi-Agent Fundamentals Using CrewAI
·45 minutes21 StudentsWatch
Sol FarahmandWhy your hybrid search sucks
·Aug 12·60 minutes63 StudentsLive
Doug Turnbull (Maven)Evaluating LLMs Beyond Accuracy: Pragmatic Reasoning
·45 minutes159 StudentsWatch
Amir Feizpour and Tara AzinBuild an AI Portfolio That Gets Hired
·Sep 28·30 minutes39 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaProduct Analytics 101: From Question to Decision with AI
·60 minutes698 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanAI-Fluency for Data ICs & Leaders
·60 minutes27 StudentsWatch
Stephen Tracy and Lisa ShillerWhat Makes a Good Search Agent?
·60 minutes376 StudentsWatch
Nandan Thakur and Hamel HusainWhat happens when you make an LLM call?
·45 minutes336 StudentsWatch
Abi AryanLoop Engineering, Without the BS
·30 minutes370 StudentsWatch
Hugo Bowne-AndersonDesign AI Projects Recruiters Care About
·Aug 11·30 minutes11 StudentsLive
Dr. Aki WijesundaraNavigate ML for Trading, 3rd Edition
·30 minutes140 StudentsWatch
Stefan JansenDesign Evals That Catch Real Failures
·Aug 31·30 minutes45 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaRAG and LLM Fine-Tuning
·30 minutes2,433 StudentsWatch
Dan Becker and Hamel HusainThe Heart of Telling Stories with Data & AI
·Aug 28·45 minutes9 StudentsLive
Gulrez Khan"I don't use RAG, I just retrieve documents"
·30 minutes5,698 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarAI Evals for Building Reliable and Consistent Products
·60 minutes307 StudentsWatch
Anshumani RuddraContext at Scale: What to Keep, What to Cut
·30 minutes50 StudentsWatch
Aki Wijesundara and Manu JayawardanaCausal Experimentation 101: Prove Impact Without an A/B Test
·Oct 28·45 minutes20 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanCreate a Brain for Agents with Claude and Snowflake
·45 minutes1,169 StudentsWatch
Mahesh YadavBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,211 StudentsWatch
Mahesh YadavMastering RAG-based systems for software engineers
·45 minutes3,452 StudentsWatch
Gaurav SenAgent Evals 101: Best Practices for AI Product Teams
·45 minutes510 StudentsWatch
Vinay Goel and Ken KutynRAG From Zero: Answer From Your Own Docs
·30 minutes47 StudentsWatch
Aki Wijesundara and Manu JayawardanaBuilding Enterprise RAG Solutions
·30 minutes1,545 StudentsWatch
Hamza FarooqMastering Agentic RAG & AI Evals
·60 minutes1,335 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessBuild AI Agents For Enterprises
·60 minutes1,219 StudentsWatchSkanda VivekClaude Code for User Insights: What Agents Can Do
·30 minutes1,002 StudentsWatch
Caitlin SullivanRoot Cause Analysis in Claude Code
·60 minutes885 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanBuild your first quantum support vector machine
·45 minutes364 StudentsWatch
Dr. Muhammad FaryadContext Engineering: The Skill That Beat Prompts
·30 minutes145 StudentsWatch
Aki Wijesundara and Manu JayawardanaThe AI-Native Data Scientist: Analyze in English
·Aug 15·30 minutes5 StudentsLive
Aki Wijesundara and Manu JayawardanaModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,406 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarSQL Toolkit for Data Engineering
·30 minutes1,696 StudentsWatch
David FreitagAgentic Experiment Design & Analysis
·60 minutes1,252 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes879 StudentsWatch
Mahesh Yadav💭 Build a Data Storytelling Agent with Claude
·30 minutes506 StudentsWatch
Gulrez KhanCheat at Search Essentials: Vectors and Embeddings
·60 minutes275 StudentsWatch
Doug TurnbullEvals in Action With Arize
·45 minutes224 StudentsWatch
Laurie VossBuild Multi-Agent Systems You Can Audit
·30 minutes132 StudentsWatch
Stefan JansenLearn To Build Smarter AI Agents With LangGraph
·Aug 10·45 minutes4 StudentsLive
Sol FarahmandReasoning Opens up New Retrieval Frontiers
·30 minutes4,866 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarEvals for Everyone
·3 lessons2,208 StudentsWatch
Kiriti & AishYour AI feature needs evals, not just analytics
·30 minutes1,474 StudentsWatch
Dr. Marily NikaImproving retrievers by Reranking and embedding fine-tuning
·60 minutes966 StudentsWatch
Jason Liu and Ayush ChaurasiaContext Engineering for AI Agents
·30 minutes933 StudentsWatch
Hugo Bowne-Anderson and John BerrymanPressure-test any AI analysis
·60 minutes842 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes810 StudentsWatch
Hamza FarooqRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes810 StudentsWatch
Jason Liu and Skylar PayneLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes700 StudentsWatch
Dr. Raj DandekarHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes431 StudentsWatch
Jason Liu and Hamish OgilvyFrom trading idea to validated strategy
·30 minutes125 StudentsWatch
Stefan JansenHow to build an LLM judge you can trust
·45 minutes55 StudentsWatch
Madalina Turlea and Catalina TurleaLearn About AI Agent Design Patterns: Choose The Right One
·30 minutes24 StudentsWatch
Sol FarahmandBetter RAG retrieval with late interaction
·45 minutes1,848 StudentsWatch
Isaac Flath and Hamel HusainUnderstanding Embedding Performance through Generative Evals
·60 minutes1,184 StudentsWatch
Jason Liu and Kelly HongBuild an AI Growth Optimization System
·45 minutes1,105 StudentsWatch
Eric MetelkaBuild a vector database from scratch
·60 minutes1,091 StudentsWatch
Doug Turnbull and John BerrymanHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,091 StudentsWatch
Jim Blomo and Hamel HusainThe Analytics Mindset Behind Effective AI Evals
·30 minutes1,056 StudentsWatch
Stella LiuAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,033 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskCould your search be better without vectors? BM25 + friends
·45 minutes916 StudentsWatch
Doug TurnbullBuild Your Own Eval Tools With Notebooks!
·45 minutes626 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarNorth Star Metrics for AI Agents
·45 minutes549 StudentsWatch
Sandhya Hegde and Justin BauerBillion-Scale Vector Search on Object Storage
·60 minutes536 StudentsWatch
Jason Liu and Simon Hørup EskildsenBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes397 StudentsWatch
Gui Diaz-BerrioBuild an AI-Ready Analytics Program for Humans and Agents
·45 minutes371 StudentsWatch
Jim Gordon and Jim KultgenVector search from zero to production at GitHub
·60 minutes371 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullUse AI Research to Discover Who Actually Wants What You Sell
·45 minutes280 StudentsWatch
Abi AwomosuBuild Quantum Neural Networks in Qiskit
·45 minutes262 StudentsWatch
Dr. Muhammad FaryadAgentic RAG from Scratch
·30 minutes241 StudentsWatch
Raul Salles de Padua and Can TemizyurekSynthetic RAG evaluation
·60 minutes221 StudentsWatch
Alexey Grigorev and Doug Turnbull23-Jul - Your Complete Guide to Become NVIDIA Certified
·45 minutes184 StudentsWatch
Ashish PrajapatiAgentic search: can we just use grep?
·60 minutes182 StudentsWatch
Doug Turnbull and Trey GraingerHow to choose the wrong vector database
·60 minutes166 StudentsWatch
Doug TurnbullModern Multi-Vector Code Search
·60 minutes164 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathExperimentation in the AI Era: Lessons from the Trenches
·60 minutes132 StudentsWatch
Mirza Rahim Baig and Vishnukant PeddawadBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes86 StudentsWatch
Spencer SchneidenbachControl LLMs Via Harness, Loops, Memory, Evals & Tracing
·30 minutes78 StudentsWatch
Sol FarahmandOrchestrate Your Agentic Research Team
·30 minutes76 StudentsWatch
John Whalen, PhDIs Your LLM Task Worth Fine-Tuning?
·45 minutes51 StudentsWatch
Daniel Voigt GodoyLLM-as-Judge: Grade Your AI Feature's Quality
·30 minutes24 StudentsWatch
Aki Wijesundara and Manu JayawardanaStop RAG Hallucinations With Citations
·30 minutes12 StudentsWatch
Aki Wijesundara and Manu JayawardanaGo Beyond Prompting: Orchestrate Your AI Research Team
·Aug 19·30 minutes2 StudentsLive
John Whalen, PhDComplete Guide to Become NVIDIA Certified
·Aug 7·45 minutes2 StudentsLive
Ashish PrajapatiGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,821 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarBuilding Effective AI-Powered Data Pipelines
·60 minutes2,124 StudentsWatch
Shreya ShankarCracking A/B Testing Interviews
·30 minutes1,741 StudentsWatch
Siddarth R and Banani MohapatraSQL Toolkit for Data Engineering
·30 minutes1,731 StudentsWatch
David FreitagError Analysis: The AI Engineer’s Best ROI
·60 minutes1,527 StudentsWatch
Hamel Husain and Shreya ShankarNatural Language Search on Semi-Structured Data
·60 minutes1,297 StudentsWatch
Jason Liu and Daniel SvonavaSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes874 StudentsWatch
Mahesh YadavOptimize Structured Data Retrieval With Evals
·45 minutes849 StudentsWatch
Daniel Svonava and Hamel HusainAI Feature Analytics: A Practical Framework
·30 minutes824 StudentsWatch
Glenn VanderlindenCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes823 StudentsWatch
Doug TurnbullDevelop North Star Metrics with AI
·60 minutes814 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanVectorless RAG with PageIndex
·60 minutes802 StudentsWatch
Matt Overstreet, Doug Turnbull, and Trey GraingerFrom Text-RAG to Vision-RAG with Cohere
·60 minutes697 StudentsWatch
Jason Liu and Nils ReimersOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes693 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes693 StudentsWatch
Zach MuellerAnalyze Metric Trade-offs in Claude Code
·60 minutes649 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuild a Document Processing Pipeline for RAG Systems
·30 minutes617 StudentsWatch
Stefan Krawcyk💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes531 StudentsWatch
Gulrez KhanFinetuning LLM for Language Translation
·30 minutes519 StudentsWatch
Manisha Arora and Siddarth RScaling Judge-Time Compute for Robust Auto LLM Evaluation
·60 minutes492 StudentsWatch
Jason Liu and Leonard TangDeploy ML Models from Lab to Production
·30 minutes481 StudentsWatch
Akshika WijesundaraBuilding Reliable AI Systems with MLflow
·60 minutes481 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenClaude Code for Research: Agents, Skills & Commands
·30 minutes473 StudentsWatch
John Whalen, PhDHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes445 StudentsWatch
Amir FeizpourStrategies for building self-improving document processing
·60 minutes433 StudentsWatch
Jason Liu and Eli BadgioA Day of AI Engineer
·45 minutes433 StudentsWatch
Alexey GrigorevAI-powered Data Analysis with Claude and MCP
·30 minutes426 StudentsWatch
George Xing