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


+ Constantinos Neo @ Anthropic and Deb Liu, Former CEO @ Ancestry
AI Evals and Analytics Playbook


Building Agentic AI Applications with a Problem-First Approach


AI Inference Engineering & Systems Design

LLMOps with Databricks


Beyond Evals: Designing Improvement Flywheels for AI Products
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AI Agents for Business Certification: Automate Finance, Marketing & Sales
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Agentic Analytics: Build an AI Analyst
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+ Sravya Madipalli and Hai Guan
End-to-End AI Engineering Bootcamp
AI Engineering Buildcamp: From RAG to Agents

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

AI Career Residency: From Skills to Impact

Let's Code LLM Chatbots and Agents from Scratch

💭 Data Storytelling Training for Analysts, Data Scientists & Product Managers
AI-Powered Search: Modern Retrieval for Humans & Agents

The AI-Ready Data Leader: Build Your AI Management Operating System
AI Analytics for Everyone


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

Applied Quantum Machine Learning using Qiskit

Machine Learning for Trading: From Research to Production

AI Inference for FDE and PM Roles

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

1-day workshops
One Day NVIDIA Certification Bootcamp: Learn, Practice, Pass.

Intro to Agentic Analytics in Claude Code


+ Sravya Madipalli and Hai Guan
Engineering a Multi-Agent Forecasting System

Presenting With Impact: Communication Skills For Technical Professionals

Build AI Agents from First Principles

World-Class Agentic Analytics in Production

Free Lightning Lessons
Building Agents with RoI for Product Managers & Engineers
·Aug 14·45 minutes374 StudentsLive
Mahesh YadavRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,616 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanThe AI Toolkit for Data Scientists
·Aug 25·45 minutes467 StudentsLive
Priyanka Vergadia and Sai Kumar BysaniKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes233 StudentsWatch
Hamza Farooq and Benjamin SquireLoop & Harness Engineering Masterclass
·Sep 4·90 minutes1,682 StudentsLive
Aishwarya Srinivasan and Arvind NarayanamurthyThe RAG Playbook: Retrieval Techniques for Production AI
·Aug 17·60 minutes107 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelOpen Models 101: What Are They and How to Use Them
·60 minutes317 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanThe Future of LLM Serving
·Aug 24·45 minutes89 StudentsLive
Abi AryanMaster RAG in 45 minutes
·Aug 23·45 minutes166 StudentsLive
Karun Thankachan, Sai Kumar Bysani, Dr. Aki Wijesundara, and Lan ChuRAG isn't dead. It's sleeping.
·Aug 28·60 minutes99 StudentsLive
Doug Turnbull (Maven) and Hugo Bowne-AndersonDeploy ML Models from Lab to Production
·Aug 21·30 minutes90 StudentsLive
Akshika WijesundaraDesign AI Projects Recruiters Care About
·Aug 22·30 minutes90 StudentsLive
Dr. Aki WijesundaraUnsupervised Quantum Machine Learning
·Aug 20·60 minutes432 StudentsLive
Dr. Muhammad FaryadBuild Your Own LLM From Scratch (Actually Understand AI)
·Sep 3·60 minutes207 StudentsLive
Priyanka VergadiaHow to Setup Evals For Agents
·30 minutes2,603 StudentsWatch
Harrison Chase, Hamel Husain, andTrust Your AI Analytics: Know When the Number Is Right
·Oct 14·60 minutes235 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanWhy your hybrid search sucks
·60 minutes122 StudentsWatch
Doug Turnbull (Maven)Open-source AI in Production w/ Nvidia
·Aug 21·60 minutes114 StudentsLive.png&w=1536&q=75)
Kiriti & Aish and Chris AlexiukEvaluate AI Agents with Simulated Users
·30 minutes115 StudentsWatch
Stella LiuTurn Eval Results Into a Better Model
·45 minutes426 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainAce Analytics Interviews with AI
·Sep 23·60 minutes274 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild a Team of AI Agents in Claude Cowork
·45 minutes2,287 StudentsWatch
Pietro MontaldoBuild the Context That Makes AI Data Agents Reliable
·60 minutes370 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanStop Paying Full Price for LLM Classification
·45 minutes384 StudentsWatch
Shreya Shankar and Hamel HusainManaging Your Strategy Research Process
·Aug 26·30 minutes80 StudentsLive
Stefan JansenYour Agents Are Only As Good As Your Retrieval
·60 minutes100 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·Aug 25·30 minutes66 StudentsLive
Yujian TangDesign a Production RAG System Live
·30 minutes51 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaBuild an AI Portfolio That Gets Hired
·Sep 28·30 minutes63 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaRapid Experimentation with AI and Advanced Techniques
·Aug 18·60 minutes26 StudentsLive
Mirza Rahim Baig and Vishnukant PeddawadBuild Production-Ready Agent Evals
·Aug 14·45 minutes42 StudentsLive
Dr Ankur Narang and Kush KhuranaLearn To Build Smarter AI Agents With LangGraph
·45 minutes24 StudentsWatch
Sol FarahmandBuild an eval rubric for your AI Product from scratch
·Aug 27·30 minutes23 StudentsLive
Madalina Turlea and Catalina TurleaWhy Multi-Agent Systems Break, and How To Fix It
·Nov 4·30 minutes20 StudentsLive
Stefan JansenBuilding SQL AI Agents
·90 minutes3,193 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,796 StudentsWatch
Shreya Shankar and Hamel HusainBuilding Context-Rich Agents with LlamaIndex Workflows
·Aug 17·60 minutes19 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Logan MarkewichStop picking embedding models off the MTEB leaderboard
·30 minutes157 StudentsWatch
Radu Gheorghe and Hamel HusainCan AI Actually Answer Your Data Questions?
·45 minutes443 StudentsWatch
Shreya Shankar and Hamel HusainProduct Analytics 101: From Question to Decision with AI
·60 minutes710 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanBuild a Self-Improving Agent Loop
·Oct 5·30 minutes154 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,220 StudentsWatch
Mahesh YadavClaude Code for User Insights: What Agents Can Do
·30 minutes1,013 StudentsWatch
Caitlin SullivanBuild a Reliable Agent Loop
·Aug 17·30 minutes278 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaExperimentation 101: Run an A/B Test with AI
·Oct 21·60 minutes76 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanRAG and LLM Fine-Tuning
·30 minutes2,442 StudentsWatch
Dan Becker and Hamel HusainComplete Guide to Become NVIDIA Certified
·45 minutes11 StudentsWatch
Ashish PrajapatiThe AI-Native Data Scientist: Analyze in English
·Aug 15·30 minutes11 StudentsLive
Aki Wijesundara and Manu JayawardanaLLM Fine-Tuning Decision Framework
·Sep 7·60 minutes10 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Sinan OzdemirMastering RAG-based systems for software engineers
·45 minutes3,461 StudentsWatch
Gaurav SenBuild a Semantic Layer So AI Defines Your Metrics
·Aug 19·60 minutes155 StudentsLive
Shane Butler, Sravya Madipalli, and Hai Guan"I don't use RAG, I just retrieve documents"
·30 minutes5,706 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarWhat happens when you make an LLM call?
·45 minutes344 StudentsWatch
Abi AryanDesign Evals That Catch Real Failures
·Aug 31·30 minutes48 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaDesign AI Projects Recruiters Care About
·Sep 8·30 minutes16 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaBuilding Enterprise RAG Solutions
·30 minutes1,551 StudentsWatch
Hamza FarooqAgentic Analytics in Production: What to Build First
·Aug 19·45 minutes147 StudentsLive
Paras DoshiWhat Makes a Good Search Agent?
·60 minutes379 StudentsWatch
Nandan Thakur and Hamel HusainSecure Autonomous Agents with NVIDIA NeMo Claw
·Aug 27·60 minutes6 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Jay RodgeLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes704 StudentsWatch
Dr. Raj Dandekar02-Aug - Complete Guide to Become NVIDIA Certified
·45 minutes195 StudentsWatch
Ashish PrajapatiMastering Agentic RAG & AI Evals
·60 minutes1,338 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessCreate a Brain for Agents with Claude and Snowflake
·45 minutes1,173 StudentsWatch
Mahesh YadavAI Evals for Building Reliable and Consistent Products
·60 minutes310 StudentsWatch
Anshumani RuddraEvaluating LLMs Beyond Accuracy: Pragmatic Reasoning
·45 minutes160 StudentsWatch
Amir Feizpour and Tara AzinThe Anatomy of a Self-Improving Agent w/ Arize
·Sep 9·60 minutes4 StudentsLive.png&w=1536&q=75)
Kiriti & Aish and Aparna DhinakaranHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,093 StudentsWatch
Jim Blomo and Hamel HusainDevelop North Star Metrics with AI
·60 minutes817 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes812 StudentsWatch
Hamza FarooqLoop Engineering, Without the BS
·30 minutes372 StudentsWatch
Hugo Bowne-AndersonContext Engineering: The Skill That Beat Prompts
·30 minutes148 StudentsWatch
Aki Wijesundara and Manu JayawardanaHow to build an LLM judge you can trust
·45 minutes58 StudentsWatch
Madalina Turlea and Catalina TurleaDeploy ML Models from Lab to Production
·Sep 9·30 minutes4 StudentsLive
Akshika WijesundaraFrom Base Model to Agent: Inside NVIDIA’s PostTraining Stack
·Aug 20·60 minutes3 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Chris AlexiukModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,408 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,823 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarAgentic Experiment Design & Analysis
·60 minutes1,254 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanImproving retrievers by Reranking and embedding fine-tuning
·60 minutes968 StudentsWatch
Jason Liu and Ayush ChaurasiaContext Engineering for AI Agents
·30 minutes935 StudentsWatch
Hugo Bowne-Anderson and John BerrymanAI Feature Analytics: A Practical Framework
·30 minutes826 StudentsWatch
Glenn VanderlindenTraining Agents with Reinforcement Learning
·60 minutes758 StudentsWatch
Will Brown💭 Build a Data Storytelling Agent with Claude
·30 minutes508 StudentsWatch
Gulrez KhanMaster Claude Code for Data Scientists & Leaders
·60 minutes355 StudentsWatch
Sai Kumar Bysani, Karun Thankachan, and Dr. Aki WijesundaraCheat at Search Essentials: Vectors and Embeddings
·60 minutes276 StudentsWatch
Doug TurnbullHow much will my model cost? Napkin Maths 101
·60 minutes232 StudentsWatch
Abi AryanCalibrate LLM-as-a-judge for Real-world Impact
·45 minutes215 StudentsWatch
Eddie LandesbergAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes150 StudentsWatch
Amir Feizpour and Percy (Boqi) ChenFrom trading idea to validated strategy
·30 minutes126 StudentsWatch
Stefan JansenThe New Frontier of AI Search
·75 minutes126 StudentsWatch
Trey Grainger and Doug TurnbullFine-tuning Small Language Models: dataset to deployment
·30 minutes94 StudentsWatch
Hamid BagheriBuild 3 AI Harnesses for Trustworthy Analytics
·45 minutes85 StudentsWatch
Paras DoshiControl LLMs Via Harness, Loops, Memory, Evals & Tracing
·30 minutes80 StudentsWatch
Sol FarahmandChunking Strategies That Make or Break RAG
·30 minutes70 StudentsWatch
Aki Wijesundara and Manu JayawardanaOn-Device LLMs: Ship Models to the Edge in 2026
·30 minutes63 StudentsWatch
Ehsan GazarIntro to Multi-Agent Fundamentals Using CrewAI
·45 minutes22 StudentsWatch
Sol FarahmandStop RAG Hallucinations With Citations
·30 minutes14 StudentsWatch
Aki Wijesundara and Manu JayawardanaReasoning Opens up New Retrieval Frontiers
·30 minutes4,867 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarWhy Devin does not use multi agents
·60 minutes2,444 StudentsWatch
Jason Liu and Walden YanBuild AI Agents For Enterprises
·60 minutes1,220 StudentsWatchSkanda VivekUnderstanding Embedding Performance through Generative Evals
·60 minutes1,184 StudentsWatch
Jason Liu and Kelly HongBuild an AI Growth Optimization System
·45 minutes1,106 StudentsWatch
Eric MetelkaBuild a vector database from scratch
·60 minutes1,092 StudentsWatch
Doug Turnbull and John BerrymanRoot Cause Analysis in Claude Code
·60 minutes885 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanOptimize Structured Data Retrieval With Evals
·45 minutes850 StudentsWatch
Daniel Svonava and Hamel HusainRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes810 StudentsWatch
Jason Liu and Skylar PayneOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes694 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes694 StudentsWatch
Zach MuellerBuild a Document Processing Pipeline for RAG Systems
·30 minutes618 StudentsWatch
Stefan KrawcykNorth Star Metrics for AI Agents
·45 minutes550 StudentsWatch
Sandhya Hegde and Justin BauerClaude Code for Research: Agents, Skills & Commands
·30 minutes541 StudentsWatch
John Whalen, PhDYour Complete Guide to Become NVIDIA Certified
·45 minutes541 StudentsWatch
Ashish PrajapatiFinetuning LLM for Language Translation
·30 minutes520 StudentsWatch
Manisha Arora and Siddarth RClaude Code for Research: Agents, Skills & Commands
·30 minutes474 StudentsWatch
John Whalen, PhDStrategies for building self-improving document processing
·60 minutes434 StudentsWatch
Jason Liu and Eli BadgioA Day of AI Engineer
·45 minutes434 StudentsWatch
Alexey GrigorevDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes418 StudentsWatch
Yayun Jin, Ph.D.Evaluate the quality and accuracy of AI insights
·30 minutes344 StudentsWatch
Ann ConwayThe AI-Native Data Scientist: Analyze in English
·30 minutes320 StudentsWatch
Aki Wijesundara and Manu JayawardanaExploring Modern AI Search
·6 lessons318 StudentsWatch
Trey Grainger & Doug TurnbullTrain Your Own AI Models from Scratch
·60 minutes312 StudentsWatch
Nejc Susec and Luka TislerBuilding a Shared Human–AI Memory System
·45 minutes311 StudentsWatch
Amir Feizpour and Hugo MailhotUnlock Data Science Job Opportunities
·30 minutes276 StudentsWatch
Manisha AroraBeyond chunks - how to actually data model for RAG
·60 minutes267 StudentsWatch
Radu Gheorghe and Doug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes264 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullAgentic RAG from Scratch
·30 minutes242 StudentsWatch
Raul Salles de Padua and Can TemizyurekOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes229 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullEvals in Action With Arize
·45 minutes224 StudentsWatch
Laurie VossRedesign Your Product Metrics for AI Evals
·30 minutes218 StudentsWatch
Shane ButlerContext Engineering: Building Smarter AI Systems
·45 minutes204 StudentsWatch
Jyothi NookulaModern Multi-Vector Code Search
·60 minutes165 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathSpec Stacking & Software Factories
·45 minutes163 StudentsWatch
Amir Feizpour and Owen ZanzalFrom Prompt to Insight: LLM Tracking via LangFuse
·45 minutes141 StudentsWatch
Aki Wijesundara, PhDHow to Become a Machine Learning Engineer in 2026
·30 minutes134 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaHow to Estimate AI ROI: A Case Study
·30 minutes122 StudentsWatch
Nick Zervoudis3 Things Data Professionals Should Never Outsource to AI
·30 minutes116 StudentsWatch
Paras DoshiWhere are teams going wrong with search?
·60 minutes111 StudentsWatch
Doug Turnbull and Trey GraingerMCP in 30 Minutes: Give Claude Real Tools
·30 minutes102 StudentsWatch
Aki Wijesundara and Manu JayawardanaRun Eval Loops and Guardrails for Cursor Agents
·30 minutes98 StudentsWatch
Carmelo IariaMulti-Agent Systems: When One Agent Isn't Enough
·30 minutes96 StudentsWatch
Aki Wijesundara and Manu JayawardanaDeepSeek-R1 on AWS Kubernetes Service EKS with Ray and vLLM
·60 minutes91 StudentsWatch
Aymen SegniHow OpenSearch is Evolving in the AI Era
·60 minutes88 StudentsWatch
Jon Handler, Trey Grainger, and Doug TurnbullOrchestrate Your Agentic Research Team
·30 minutes77 StudentsWatch
John Whalen, PhDFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·60 minutes66 StudentsWatch
Lance Rubin and Paul BarnhurstScale Your Vector DB to a Million Docs
·30 minutes63 StudentsWatch
Aki Wijesundara and Manu JayawardanaRAG in 30 Minutes: Make AI Answer From Your Own Documents
·30 minutes60 StudentsWatch
Aki Wijesundara and Manu JayawardanaAI-Native Product Management Certification
·May 25·7 lessons57 StudentsLive
Dr. Marily NikaContext at Scale: What to Keep, What to Cut
·30 minutes51 StudentsWatch
Aki Wijesundara and Manu JayawardanaRAG From Zero: Answer From Your Own Docs
·30 minutes48 StudentsWatch
Aki Wijesundara and Manu JayawardanaFrom Insight Factory to Decision Engine using AI
·60 minutes35 StudentsWatch
Pier MartinLLM-as-Judge: Grade Your AI Feature's Quality
·30 minutes25 StudentsWatch
Aki Wijesundara and Manu Jayawardana