Cohort-based courses
AI Product Management Bootcamp & Certification by AI Product Academy


+ Constantinos Neo @ Anthropic and Deb Liu, Former CEO @ Ancestry
Scratch to Scale: Real-World HPC Training

Building Agentic AI Applications with a Problem-First Approach


Private & Local AI for Healthcare: 2 Day Hands-On Workshop

AI Inference Engineering & Systems Design

AI Agents for Business Certification: Automate Finance, Marketing & Sales
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Machine Learning for Trading: From Research to Production

Accelerating Innovation with A/B Testing
End-to-End AI Engineering Bootcamp
AI Engineering Buildcamp: From RAG to Agents

Agentic Analytics: Build an AI Analyst
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+ Sravya Madipalli and Hai Guan
Let's Code LLM Chatbots and Agents from Scratch

AI Problem Framing for AI Practitioners

💭 Data Storytelling Training for Analysts, Data Scientists & Product Managers
Beyond Evals: Designing Improvement Flywheels for AI Products
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AI Career Residency: From Skills to Impact

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

AI-Powered Search: Modern Retrieval for Humans & Agents

LLMOps with Databricks


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

AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
Master Credit Scorecard Development with Python: From Data to Deployment

Applied Quantum Machine Learning using Qiskit

AI-Assisted Coding for Data Scientists


LiDAR Point Clouds Processing in QGIS
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AI Inference for FDE and PM Roles

Build AI Agents for Enterprises
1-day workshops
Build AI Agents from First Principles

Gather data requirements in 30 minutes using a shared language
Data Visualization for Public Health
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Engineering a Multi-Agent Forecasting System

Presenting With Impact: Communication Skills For Technical Professionals

World-Class Agentic Analytics in Production + Private 1:1 with Head of Data

Data Visualization Tips

Free Lightning Lessons
Loop & Harness Engineering Masterclass
·Sep 26·90 minutes2,098 StudentsLive
Aishwarya Srinivasan and Arvind Narayanamurthy#2 Designing Agentic AI Systems for Enterprise Use-Cases
·Sep 5·120 minutes257 StudentsLive
Aishwarya Reganti and Kiriti BadamAce Analytics Interviews with AI
·Sep 23·60 minutes679 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanMaster RAG in 45 minutes
·45 minutes609 StudentsWatch
Karun Thankachan, Sai Kumar Bysani, Dr. Aki Wijesundara, and Lan ChuThe AI Toolkit for Data Scientists
·45 minutes996 StudentsWatch
Priyanka Vergadia and Sai Kumar BysaniBuild Your Own LLM From Scratch (Actually Understand AI)
·Sep 3·60 minutes393 StudentsLive
Priyanka VergadiaThe 2026 AI Engineering Skills Map
·60 minutes201 StudentsWatch
Alexey GrigorevFuture-Proof Your Data Career: The AI-Era Playbook
·Sep 9·45 minutes131 StudentsLive
Paras DoshiRAG isn't dead. It's sleeping.
·60 minutes402 StudentsWatch
Doug Turnbull (Maven) and Hugo Bowne-AndersonRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,889 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBeyond Simple Agents: Building with LangChain Deep Agents
·Oct 12·60 minutes378 StudentsLive
Aishwarya & Arvind and Jess WengFrom Base Model to Agent: Inside NVIDIA’s PostTraining Stack
·60 minutes423 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Chris AlexiukThe RAG Playbook: Retrieval Techniques for Production AI
·60 minutes859 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelThe Future of LLM Serving
·45 minutes160 StudentsWatch
Abi AryanManaging Your Strategy Research Process
·Sep 2·30 minutes164 StudentsLive
Stefan JansenMaster AI Analytics Without Clearing Your Calendar
·Sep 23·45 minutes38 StudentsLive
Paras Doshi and Nicky Bell, PhDThe 6 AI Engineering Job Titles (And Which Fits You)
·Aug 31·30 minutes57 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaWhy Multi-Agent Systems Break, and How To Fix It
·Nov 4·30 minutes64 StudentsLive
Stefan JansenBuilding Context-Rich Agents with LlamaIndex Workflows
·60 minutes834 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Logan MarkewichTrust Your AI Analytics: Know When the Number Is Right
·Oct 14·60 minutes297 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,879 StudentsWatch
Shreya Shankar and Hamel HusainWhat Hiring Managers Actually Screen For in AI Engineers
·Nov 2·30 minutes27 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaBuilding Agents with RoI for Product Managers & Engineers
·45 minutes544 StudentsWatch
Mahesh YadavBuild an eval rubric for your AI Product from scratch
·30 minutes294 StudentsWatch
Madalina Turlea and Catalina TurleaClaude Code for User Insights: What Agents Can Do
·30 minutes1,050 StudentsWatch
Caitlin SullivanHow to Build Strategic Judgment in Analytics
·45 minutes49 StudentsWatch
Seth ForbesTurn Eval Results Into a Better Model
·45 minutes479 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainSecure Autonomous Agents with NVIDIA NeMo Claw
·Sep 3·60 minutes42 StudentsLive
Aishwarya & Arvind and Jay RodgeDebugging AI Systems: Why Your Old Habits Don't Work
·Sep 14·30 minutes20 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaHow to Setup Evals For Agents
·30 minutes2,651 StudentsWatch
Harrison Chase, Hamel Husain, andBuild a Team of AI Agents in Claude Cowork
·45 minutes2,353 StudentsWatch
Pietro MontaldoBuild an AI Portfolio That Gets Hired
·Sep 28·30 minutes182 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaWhat does a full eval suite look like in practice
·Sep 17·30 minutes15 StudentsLive
Madalina Turlea and Catalina TurleaMastering RAG-based systems for software engineers
·45 minutes3,506 StudentsWatch
Gaurav SenBuilding SQL AI Agents
·90 minutes3,226 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes276 StudentsWatch
Hamza Farooq and Benjamin SquireLLM Fine-Tuning Decision Framework
·Sep 7·60 minutes53 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Sinan OzdemirThe Heart of Telling Stories with Data & AI
·Sep 4·45 minutes56 StudentsLive
Gulrez KhanOpen-source AI in Production w/ Nvidia
·60 minutes246 StudentsWatch.png&w=1536&q=75)
Kiriti & Aish and Chris AlexiukBuild a Self-Improving Agent Loop
·Oct 5·30 minutes169 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaLearn the 6 Durable AI Skills
·Nov 1·30 minutes21 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaCan AI Actually Self-Improve?
·Sep 1·60 minutes17 StudentsLive
Aishwarya & Arvind and Nikhil PareekUnsupervised Quantum Machine Learning
·60 minutes613 StudentsWatch
Dr. Muhammad FaryadWhat Makes a Good Search Agent?
·60 minutes411 StudentsWatch
Nandan Thakur and Hamel HusainBuild a Reliable Agent Loop
·30 minutes292 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaNavigate ML for Trading, 3rd Edition
·30 minutes174 StudentsWatch
Stefan JansenBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·30 minutes142 StudentsWatch
Yujian TangThe New Frontier of AI Search
·75 minutes135 StudentsWatch
Trey Grainger and Doug TurnbullWhat happens when you make an LLM call?
·45 minutes355 StudentsWatch
Abi AryanOpen Models 101: What Are They and How to Use Them
·60 minutes340 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanYour Agents Are Only As Good As Your Retrieval
·60 minutes124 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonDesign Evals That Catch Real Failures
·Sep 3·30 minutes61 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaCan AI Actually Answer Your Data Questions?
·45 minutes461 StudentsWatch
Shreya Shankar and Hamel HusainEvaluate AI Agents with Simulated Users
·30 minutes129 StudentsWatch
Stella LiuSQL Toolkit for Data Engineering
·30 minutes1,704 StudentsWatch
David FreitagDesign AI Projects Recruiters Care About
·Sep 8·30 minutes39 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaCausal Experimentation 101: Prove Impact Without an A/B Test
·Oct 28·45 minutes32 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanDeploy ML Models from Lab to Production
·Sep 9·30 minutes20 StudentsLive
Akshika WijesundaraBuild a vector database from scratch
·60 minutes1,104 StudentsWatch
Doug Turnbull and John BerrymanBuild the Context That Makes AI Data Agents Reliable
·60 minutes390 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanContext Engineering: Building Smarter AI Systems
·45 minutes209 StudentsWatch
Jyothi NookulaBuild a Semantic Layer So AI Defines Your Metrics
·Sep 9·60 minutes193 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanExperimentation 101: Run an A/B Test with AI
·Oct 21·60 minutes110 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanThe Anatomy of a Self-Improving Agent w/ Arize AI
·Sep 9·60 minutes14 StudentsLive
Kiriti & Aish and Aparna DhinakaranBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,227 StudentsWatch
Mahesh YadavSQL Toolkit for Data Engineering
·30 minutes1,739 StudentsWatch
David FreitagMastering Agentic RAG & AI Evals
·60 minutes1,348 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessThe Analytics Mindset Behind Effective AI Evals
·30 minutes1,061 StudentsWatch
Stella LiuTraining Agents with Reinforcement Learning
·60 minutes766 StudentsWatch
Will BrownProduct Analytics 101: From Question to Decision with AI
·60 minutes726 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanData Analysis with Claude Code - AI for Leaders
·60 minutes432 StudentsWatch
Mirza Rahim BaigStop Paying Full Price for LLM Classification
·45 minutes401 StudentsWatch
Shreya Shankar and Hamel HusainHow much will my model cost? Napkin Maths 101
·60 minutes238 StudentsWatch
Abi AryanBuild 3 AI Harnesses for Trustworthy Analytics
·45 minutes91 StudentsWatch
Paras DoshiProve Your Prompt Change Actually Helped
·Sep 9·30 minutes8 StudentsLive
Bruno GonçalvesEvals Are the New Unit Tests
·Sep 11·30 minutes4 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,414 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarBuilding Enterprise RAG Solutions
·30 minutes1,558 StudentsWatch
Hamza FarooqError Analysis: The AI Engineer’s Best ROI
·60 minutes1,529 StudentsWatch
Hamel Husain and Shreya ShankarBuild AI Agents For Enterprises
·60 minutes1,226 StudentsWatchSkanda VivekRoot Cause Analysis in Claude Code
·60 minutes888 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes882 StudentsWatch
Mahesh YadavVectorless RAG with PageIndex
·60 minutes805 StudentsWatch
Matt Overstreet, Doug Turnbull, and Trey GraingerBuilding Reliable AI Systems with MLflow
·60 minutes484 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes403 StudentsWatch
Gui Diaz-BerrioLoop Engineering, Without the BS
·30 minutes376 StudentsWatch
Hugo Bowne-AndersonUse AI Research to Discover Who Actually Wants What You Sell
·45 minutes286 StudentsWatch
Abi AwomosuBetter Agentic Search with Adaptive Relevance Pipelines
·60 minutes271 StudentsWatch
Kevin Butler and Trey GraingerSynthetic RAG evaluation
·60 minutes223 StudentsWatch
Alexey Grigorev and Doug TurnbullAgentic Analytics in Production: What to Build First
·45 minutes196 StudentsWatch
Paras DoshiAgentic search: can we just use grep?
·60 minutes185 StudentsWatch
Doug Turnbull and Trey GraingerStop picking embedding models off the MTEB leaderboard
·30 minutes172 StudentsWatch
Radu Gheorghe and Hamel HusainModern Multi-Vector Code Search
·60 minutes167 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathThree Patterns for Better Agentic Search
·60 minutes148 StudentsWatch
Adam Hevenor, Doug Turnbull, and Trey GraingerWhy your hybrid search sucks
·60 minutes134 StudentsWatch
Doug Turnbull (Maven)Build Production-Ready Agent Evals
·45 minutes69 StudentsWatch
Dr Ankur Narang and Kush KhuranaDesign a Production RAG System Live
·30 minutes57 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaGo Beyond Prompting: Orchestrate Your AI Research Team
·30 minutes18 StudentsWatch
John Whalen, PhDBuild Your First Simulation Environment for Evals & RL
·Sep 4·60 minutes2 StudentsLive
Aman Khan and Tal RavivReasoning Opens up New Retrieval Frontiers
·30 minutes4,869 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarRAG and LLM Fine-Tuning
·30 minutes2,450 StudentsWatch
Dan Becker and Hamel HusainYour AI feature needs evals, not just analytics
·30 minutes1,476 StudentsWatch
Dr. Marily NikaAgentic Experiment Design & Analysis
·60 minutes1,256 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanUnderstanding Embedding Performance through Generative Evals
·60 minutes1,187 StudentsWatch
Jason Liu and Kelly HongYou Don't Need a Graph DB
·45 minutes1,175 StudentsWatch
Jo Kristian Bergum and Hamel HusainHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,097 StudentsWatch
Jim Blomo and Hamel HusainAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,039 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskImproving retrievers by Reranking and embedding fine-tuning
·60 minutes970 StudentsWatch
Jason Liu and Ayush ChaurasiaSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes879 StudentsWatch
Mahesh YadavOptimize Structured Data Retrieval With Evals
·45 minutes851 StudentsWatch
Daniel Svonava and Hamel HusainPressure-test any AI analysis
·60 minutes845 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes816 StudentsWatch
Hamza FarooqFrom Text-RAG to Vision-RAG with Cohere
·60 minutes698 StudentsWatch
Jason Liu and Nils ReimersOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes697 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarBuild Your Own Eval Tools With Notebooks!
·45 minutes628 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarNorth Star Metrics for AI Agents
·45 minutes555 StudentsWatch
Sandhya Hegde and Justin BauerClaude Code for Research: Agents, Skills & Commands
·30 minutes545 StudentsWatch
John Whalen, PhD💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes537 StudentsWatch
Gulrez KhanAgent Evals 101: Best Practices for AI Product Teams
·45 minutes514 StudentsWatch
Vinay Goel and Ken Kutyn3 Simple Ideas to Level Up Your Dashboards
·30 minutes507 StudentsWatch
Bill ShanderBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes488 StudentsWatch
Meri NovaHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes433 StudentsWatch
Jason Liu and Hamish OgilvyAI-powered Data Analysis with Claude and MCP
·30 minutes428 StudentsWatch
George XingVector search from zero to production at GitHub
·60 minutes373 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullWhat is agentic search? (and why should I care!?)
·60 minutes363 StudentsWatch
Doug TurnbullMaster Claude Code for Data Scientists & Leaders
·60 minutes357 StudentsWatch
Sai Kumar Bysani, Karun Thankachan, and Dr. Aki WijesundaraMemory for LLM Agents: From Context to Durable State
·60 minutes339 StudentsWatch
Amir Feizpour and Suhas PaiUpskilling in AI as a Data Scientist
·30 minutes334 StudentsWatch
Manisha AroraExploring Modern AI Search
·6 lessons319 StudentsWatch
Trey Grainger & Doug TurnbullAI Evals for Building Reliable and Consistent Products
·60 minutes318 StudentsWatch
Anshumani RuddraBuilding a Shared Human–AI Memory System
·45 minutes313 StudentsWatch
Amir Feizpour and Hugo MailhotBuild an AI powered recommendation system (in one hour)
·60 minutes307 StudentsWatch
Shreyans BhansaliBeyond chunks - how to actually data model for RAG
·60 minutes268 StudentsWatch
Radu Gheorghe and Doug TurnbullSemantic Search with Low-Code
·30 minutes260 StudentsWatch
Shubham SabooRAG isn't a vector search problem
·60 minutes259 StudentsWatch
John Berryman and Doug TurnbullAgentic RAG from Scratch
·30 minutes243 StudentsWatch
Raul Salles de Padua and Can TemizyurekData is Everything: Finding needles in multimodal haystacks
·60 minutes234 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelRedesign Your Product Metrics for AI Evals
·30 minutes219 StudentsWatch
Shane ButlerUse LLMs as Judges for Search Result Quality
·75 minutes217 StudentsWatch
René Kriegler and Trey GraingerImproving RAG: Embedding models & representation learning
·60 minutes208 StudentsWatch
Jason Liu and Daniel SvonavaReal-World Agents: Case Studies from LlamaIndex
·60 minutes204 StudentsWatch
Jason Liu and Laurie Voss02-Aug - Complete Guide to Become NVIDIA Certified
·45 minutes198 StudentsWatch
Ashish PrajapatiMap AI Usage to Deliverables
·30 minutes192 StudentsWatchVyoma GajjarDense Vector Retrieval
·30 minutes189 StudentsWatch
Raul Salles de Padua and Can TemizyurekAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes189 StudentsWatch
Doug Turnbull and Trey GraingerWhy High-Level Training Frameworks are a Crutch (Part 1)
·30 minutes175 StudentsWatch
Zach MuellerNavigating MLOps with Databricks
·30 minutes168 StudentsWatch
Maria Vechtomova and Başak EskiliDeploy ML Models from Lab to Production
·30 minutes163 StudentsWatch
Akshika WijesundaraContext Engineering: The Skill That Beat Prompts
·30 minutes150 StudentsWatch
Aki Wijesundara and Manu JayawardanaCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes138 StudentsWatch
Doug Turnbull