Cohort-based courses
AI Engineering Buildcamp: From RAG to Agents

Building Agentic AI Applications with a Problem-First Approach


End-to-End AI Engineering Bootcamp
AI Inference Engineering & Systems Design

Advanced Topics in Practical A/B Testing
AI Evals Certification: Master Building Reliable AI


AI-Powered Search: Modern Retrieval for Humans & Agents

Build AI Agents for Enterprises
Beyond Evals: Designing Improvement Flywheels for AI Products
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ML for Trading: Foundations

AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
Agentic Analytics: Build an AI Analyst
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+ Sravya Madipalli and Hai Guan
Accelerating Innovation with A/B Testing
AI Career Residency: From Skills to Impact

Python for Beginners
Mastering the Data Quality Playbook for Data Professionals
Modern Forecasting Mastery: From Models to Decisions

Common-Sense AI Engineering: Build LLM Apps & Agents from the Ground Up

💭 Data Storytelling Training for Analysts, Data Scientists & Product Managers
LLMOps with Databricks


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

Master Credit Scorecard Development with Python: From Data to Deployment

Mastering AI Agents for Business Bootcamp & Certification
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Become a Quantum ML Engineer: Build QML Models on Real Datasets in Qiskit

LiDAR Point Clouds Processing in QGIS
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Future-Proof Your Data Career: Master Agentic Analytics


1-day workshops
Build AI Agents from First Principles

Engineering a Multi-Agent Forecasting System

Gather data requirements in 30 minutes using a shared language
AI Trust at Scale. From Evals to Governance

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

Presenting With Impact: Communication Skills For Technical Professionals

Advanced Agentic Analytics in Production & Private 1-1 with Head of Data

Communicate with Impact: The Power of Visuals

ML for Trading in the Age of AI Agents

Free Lightning Lessons
The Hillclimb: How to Measure and Improve Your AI Agents
·60 minutes892 StudentsWatch
Avery Yip, Lucy Chen, and Colin MatthewsLoop & Harness Engineering Masterclass
·Sep 26·90 minutes3,665 StudentsLive
Aishwarya Srinivasan and Arvind NarayanamurthyAI Agent Evals: Test What Matters for Your Agent
·30 minutes229 StudentsWatch
Hugo Bowne-AndersonBeyond Simple Agents: Building with LangChain Deep Agents
·Oct 12·60 minutes671 StudentsLive
Aishwarya & Arvind and Jess WengThe Heart of Telling Stories with Data & AI
·45 minutes145 StudentsWatch
Gulrez KhanHow AI Agents Change the ML for Trading Workflow
·Oct 7·30 minutes55 StudentsLive
Stefan JansenMaster AI Analytics Without Clearing Your Calendar
·Sep 23·45 minutes139 StudentsLive
Paras Doshi and Nicky Bell, PhDRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes10,147 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuild Your Own LLM From Scratch (Actually Understand AI)
·60 minutes885 StudentsWatch
Priyanka VergadiaFive Mistakes Everyone Makes When Building AI Agents
·45 minutes240 StudentsWatch
Hugo Bowne-AndersonBuilding a Real-time Voice based Analytics Tool
·Oct 1·45 minutes23 StudentsLive
Aditya VithaldasAce Analytics Interviews with AI
·Sep 30·60 minutes804 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanEmbeddings don't solve RAG
·Sep 28·60 minutes21 StudentsLive
Doug Turnbull (Maven)The AI Toolkit for Data Scientists
·45 minutes1,146 StudentsWatch
Priyanka Vergadia and Sai Kumar BysaniNeural search at BM25 latency
·60 minutes19 StudentsWatch
Kumar Shivendu and Doug Turnbull (Maven)How to Setup Evals For Agents
·30 minutes2,711 StudentsWatch
Harrison Chase, Hamel Husain, andBuild an eval rubric for your AI Product from scratch
·Oct 8·30 minutes337 StudentsLive
Madalina Turlea and Catalina TurleaHigh scale agentic memory with Turbopuffer
·Oct 1·60 minutes12 StudentsLive
Doug Turnbull (Maven)Stop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,945 StudentsWatch
Shreya Shankar and Hamel HusainHow to Trust Your LLM Judge: A Practical Framework
·45 minutes41 StudentsWatch
Panos AlexopoulosThe 2026 AI Engineering Skills Map
·60 minutes221 StudentsWatch
Alexey GrigorevTensors in the Search Engine (Why?)
·Sep 23·60 minutes15 StudentsLive
Radu Gheorge and Doug Turnbull (Maven)The Future of LLM Serving
·45 minutes178 StudentsWatch
Abi AryanBuilding SQL AI Agents
·90 minutes3,264 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinClaude Code for User Insights: What Agents Can Do
·30 minutes1,075 StudentsWatch
Caitlin SullivanBuilding Context-Rich Agents with LlamaIndex Workflows
·60 minutes908 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Logan Markewich#2 Designing Agentic AI Systems for Enterprise Use-Cases
·120 minutes666 StudentsWatch
Aishwarya Reganti and Kiriti BadamTrust Your AI Analytics: Know When the Number Is Right
·Oct 28·60 minutes402 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanLLM Fine-Tuning Decision Framework
·60 minutes203 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Sinan OzdemirExperimentation 101: Run an A/B Test with AI
·Oct 21·60 minutes135 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild Production-Ready Agent Evals
·45 minutes80 StudentsWatch
Dr Ankur Narang and Kush KhuranaThe Month-13 Problem: Why Your AI Project Died After Go-Live
·Sep 28·30 minutes6 StudentsLive
Hussam AhmadBuild a Team of AI Agents in Claude Cowork
·45 minutes2,374 StudentsWatch
Pietro MontaldoKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes300 StudentsWatch
Hamza Farooq and Benjamin SquireWhat does a full eval suite look like in practice
·30 minutes74 StudentsWatch
Madalina Turlea and Catalina TurleaTurn Eval Results Into a Better Model
·45 minutes511 StudentsWatch
Will Brown, Florian Brand, and Hamel HusainWhat happens when you make an LLM call?
·45 minutes369 StudentsWatch
Abi AryanHow much will my model cost? Napkin Maths 101
·60 minutes248 StudentsWatch
Abi AryanYou're solving the wrong problem with AI Search
·60 minutes248 StudentsWatch
Atita Arora, Trey Grainger, and Doug TurnbullBuild a Semantic Layer So AI Defines Your Metrics
·Oct 14·60 minutes236 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanPut Error Bars on Your LLM Metrics
·Sep 23·30 minutes12 StudentsLive
Bruno GonçalvesIR Today: Theory, Practice, and Agents
·Sep 29·60 minutes7 StudentsLive
Daniel Tunkelang and Doug Turnbull (Maven)"I don't use RAG, I just retrieve documents"
·30 minutes5,728 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,427 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarMastering Agentic RAG & AI Evals
·60 minutes1,362 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessBuild AI Agents For Enterprises
·60 minutes1,235 StudentsWatchSkanda VivekThe Analytics Mindset Behind Effective AI Evals
·30 minutes1,072 StudentsWatch
Stella LiuThe RAG Playbook: Retrieval Techniques for Production AI
·60 minutes945 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes887 StudentsWatch
Mahesh YadavBuilding Agents with RoI for Product Managers & Engineers
·45 minutes554 StudentsWatch
Mahesh YadavAI-powered Data Analysis with Claude and MCP
·30 minutes437 StudentsWatch
George XingStop Paying Full Price for LLM Classification
·45 minutes413 StudentsWatch
Shreya Shankar and Hamel HusainWhy Multi-Agent Systems Break, and How To Fix It
·Nov 4·30 minutes172 StudentsLive
Stefan JansenThree Patterns for Better Agentic Search
·60 minutes151 StudentsWatch
Adam Hevenor, Doug Turnbull, and Trey GraingerWhy Great Data Recommendations Fail (& What to Do Instead)
·Sep 24·30 minutes3 StudentsLive
Seth ForbesHuggingFace 101: How to debug AI agents and models
·Oct 14·30 minutes3 StudentsLive
Jai BhagatRAG and LLM Fine-Tuning
·30 minutes2,462 StudentsWatch
Dan Becker and Hamel HusainEvals for Everyone
·3 lessons2,211 StudentsWatch
Kiriti & AishProduct Analytics 101: From Question to Decision with AI
·60 minutes739 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanCan AI Actually Answer Your Data Questions?
·45 minutes466 StudentsWatch
Shreya Shankar and Hamel HusainData Analysis with Claude Code - AI for Leaders
·60 minutes437 StudentsWatch
Mirza Rahim BaigCan AI Actually Self-Improve?
·60 minutes399 StudentsWatch
Aishwarya & Arvind and Nikhil PareekVector search from zero to production at GitHub
·60 minutes376 StudentsWatch
David Tippett, Trey Grainger, and Doug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes270 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullContext Engineering: Building Smarter AI Systems
·45 minutes213 StudentsWatch
Jyothi NookulaAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes193 StudentsWatch
Doug Turnbull and Trey GraingerThe New Frontier of AI Search
·75 minutes141 StudentsWatch
Trey Grainger and Doug TurnbullSecure Autonomous Agents with NVIDIA NeMo Claw
·60 minutes125 StudentsWatch
Aishwarya & Arvind and Jay RodgeLearn To Build Smarter AI Agents With LangGraph
·45 minutes31 StudentsWatch
Sol FarahmandHuggingFace 101: Hidden Dangers of Open Source Models
·Oct 7·45 minutes2 StudentsLive
Jai BhagatBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,233 StudentsWatch
Mahesh YadavMastering RAG-based systems for software engineers
·45 minutes3,527 StudentsWatch
Gaurav SenBuilding Enterprise RAG Solutions
·30 minutes1,562 StudentsWatch
Hamza FarooqError Analysis: The AI Engineer’s Best ROI
·60 minutes1,539 StudentsWatch
Hamel Husain and Shreya ShankarYour AI feature needs evals, not just analytics
·30 minutes1,481 StudentsWatch
Dr. Marily NikaAgentic Experiment Design & Analysis
·60 minutes1,266 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanBuild an AI Growth Optimization System
·45 minutes1,110 StudentsWatch
Eric MetelkaContext Engineering for AI Agents
·30 minutes938 StudentsWatch
Hugo Bowne-Anderson and John BerrymanRoot Cause Analysis in Claude Code
·60 minutes890 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes881 StudentsWatch
Mahesh YadavAI Feature Analytics: A Practical Framework
·30 minutes829 StudentsWatch
Glenn VanderlindenVectorless RAG with PageIndex
·60 minutes807 StudentsWatch
Matt Overstreet, Doug Turnbull, and Trey GraingerLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes716 StudentsWatch
Dr. Raj DandekarAI Careers in 2025+ : What No One's Telling You
·30 minutes686 StudentsWatch
Abi AryanBuild Your Own Eval Tools With Notebooks!
·45 minutes630 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarClaude Code for Research: Agents, Skills & Commands
·30 minutes547 StudentsWatch
John Whalen, PhD💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes538 StudentsWatch
Gulrez KhanAgent Evals 101: Best Practices for AI Product Teams
·45 minutes520 StudentsWatch
Vinay Goel and Ken Kutyn3 Simple Ideas to Level Up Your Dashboards
·30 minutes510 StudentsWatch
Bill ShanderBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes492 StudentsWatch
Meri NovaBuilding Reliable AI Systems with MLflow
·60 minutes489 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenClaude Code for Research: Agents, Skills & Commands
·30 minutes480 StudentsWatch
John Whalen, PhDHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes441 StudentsWatch
Jason Liu and Hamish OgilvyMaster Evaluation Techniques for LLM Apps
·30 minutes419 StudentsWatch
Haroon ChouderyWhat Makes a Good Search Agent?
·60 minutes418 StudentsWatch
Nandan Thakur and Hamel HusainBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes409 StudentsWatch
Gui Diaz-BerrioLoop Engineering, Without the BS
·30 minutes383 StudentsWatch
Hugo Bowne-AndersonCut Wasted Analysis using AI
·60 minutes366 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerEvaluate the quality and accuracy of AI insights
·30 minutes349 StudentsWatch
Ann ConwayMemory for LLM Agents: From Context to Durable State
·60 minutes341 StudentsWatch
Amir Feizpour and Suhas PaiAI Evals for Building Reliable and Consistent Products
·60 minutes330 StudentsWatch
Anshumani RuddraExploring Modern AI Search
·6 lessons321 StudentsWatch
Trey Grainger & Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes281 StudentsWatch
Doug TurnbullBetter Agentic Search with Adaptive Relevance Pipelines
·60 minutes273 StudentsWatch
Kevin Butler and Trey GraingerAI Bootcamp Demo Day
·60 minutes256 StudentsWatch
Alexey GrigorevEvals in Action With Arize
·45 minutes229 StudentsWatch
Laurie VossCalibrate LLM-as-a-judge for Real-world Impact
·45 minutes218 StudentsWatch
Eddie LandesbergManaging Your Strategy Research Process
·30 minutes209 StudentsWatch
Stefan JansenAgentic Analytics in Production: What to Build First
·45 minutes202 StudentsWatch
Paras DoshiAgentic search: can we just use grep?
·60 minutes187 StudentsWatch
Doug Turnbull and Trey GraingerStop picking embedding models off the MTEB leaderboard
·30 minutes178 StudentsWatch
Radu Gheorghe and Hamel HusainModern Multi-Vector Code Search
·60 minutes168 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathHow Big Tech Actually Evaluates DS Candidates
·45 minutes159 StudentsWatch
Siddarth RReasoningLayer.ai - neurosymbolic reasoning for your data
·60 minutes149 StudentsWatch
David Loiret and Doug TurnbullBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·30 minutes144 StudentsWatch
Yujian TangAI for forecasting: foundations models, hype & best practice
·60 minutes142 StudentsWatch
Franz KiralyBetter RAG using Relevant Information Gain
·45 minutes123 StudentsWatch
Amir Feizpour and Marc PickettThe Anatomy of a Self-Improving Agent w/ Arize AI
·60 minutes115 StudentsWatch
Kiriti & Aish and Aparna DhinakaranHow OpenSearch is Evolving in the AI Era
·60 minutes89 StudentsWatch
Jon Handler, Trey Grainger, and Doug TurnbullDon’t Trust Your First AI Output – Question It
·45 minutes67 StudentsWatch
Susan MercerHow to build an LLM judge you can trust
·45 minutes62 StudentsWatch
Madalina Turlea and Catalina TurleaFinance Lab Session 10 - Power BI, Fabric planning and AI
·60 minutes56 StudentsWatch
Lance Rubin and Khaled ChowdryLearn About AI Agent Design Patterns: Choose The Right One
·30 minutes29 StudentsWatch
Sol FarahmandBuild Your First Simulation Environment for Evals & RL
·Sep 25·60 minutes23 StudentsLive
Aman Khan and Tal RavivProduct Management Fundamentals
·3 lessons10 StudentsWatch
Caitlin SullivanA gentle introduction to open weight models
·Sep 30·30 minutes1 StudentLive
Anny HeHuggingFace 101: Safely Switching AI Models
·Oct 21·30 minutes1 StudentLive
Jai BhagatReasoning Opens up New Retrieval Frontiers
·30 minutes4,873 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,837 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,825 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarWhy Devin does not use multi agents
·60 minutes2,444 StudentsWatch
Jason Liu and Walden YanBuilding Effective AI-Powered Data Pipelines
·60 minutes2,128 StudentsWatch
Shreya ShankarBetter RAG retrieval with late interaction
·45 minutes1,850 StudentsWatch
Isaac Flath and Hamel HusainUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,753 StudentsWatch
Mahesh YadavCracking A/B Testing Interviews
·30 minutes1,744 StudentsWatch
Siddarth R and Banani MohapatraSQL Toolkit for Data Engineering
·30 minutes1,741 StudentsWatch
David FreitagSQL Toolkit for Data Engineering
·30 minutes1,712 StudentsWatch
David FreitagNatural Language Search on Semi-Structured Data
·60 minutes1,297 StudentsWatch
Jason Liu and Daniel SvonavaExperimentation in the age of AI
·30 minutes1,264 StudentsWatch
Manisha AroraUnderstanding Embedding Performance through Generative Evals
·60 minutes1,187 StudentsWatch
Jason Liu and Kelly HongCreate a Brain for Agents with Claude and Snowflake
·45 minutes1,183 StudentsWatch
Mahesh YadavYou Don't Need a Graph DB
·45 minutes1,178 StudentsWatch
Jo Kristian Bergum and Hamel HusainCode a custom ChatGPT
·30 minutes1,136 StudentsWatch
Swyx and Noah HeinBuild a vector database from scratch
·60 minutes1,106 StudentsWatch
Doug Turnbull and John BerrymanHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,099 StudentsWatch
Jim Blomo and Hamel HusainAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,041 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskThe Role of Data Quality in AI
·30 minutes1,018 StudentsWatch
Chad SandersonImproving retrievers by Reranking and embedding fine-tuning
·60 minutes971 StudentsWatch
Jason Liu and Ayush ChaurasiaAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes958 StudentsWatch
Alexey GrigorevCould your search be better without vectors? BM25 + friends
·45 minutes917 StudentsWatch
Doug Turnbull