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


Accelerating Innovation with A/B Testing
AI Product Management Bootcamp & Certification by AI Product Academy
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+ Constantinos Neophytou and Deb Liu, Former CEO @ Ancestry
Advanced Topics in Practical A/B Testing
End-to-End AI Engineering Bootcamp
Claude Code Analytics Bootcamp
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+ Sravya Madipalli and Hai Guan
AI Agents for Business & Finance Bootcamp & Certification
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AI Evals and Analytics Playbook


AI-Powered Search: Modern Retrieval for Humans & Agents

Let's Code LLM Chatbots and Agents from Scratch

💭 Data & AI Storytelling Certification
Applied Quantum Machine Learning using Qiskit

Applied Conformal Prediction

Marketing Science Bootcamp: MMM, Attribution & Incrementality

AI Career Residency: From Skills to Impact

Python for Beginners
Modern Forecasting Mastery: From Models to Decisions

LLMOps with Databricks


From Data Manager to AI-Ready Leader Winning at Executive Roles
Turn Survey Data Into Decisions: Python and R with AI Assist, no coding required

Production-Ready Recommenders for Media Products

AI Analytics for Builders


+ Sravya Madipalli and Hai Guan
AI Engineering for Software Engineers


Beyond Evals: Designing Improvement Flywheels for AI Products
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CDMP Certified in 28 Days

Data Governance Edge: Stand Out in the AI Era

1-day workshops
💭 Turn Data and AI Into Stories People Actually Remember

Intro to Claude Code Analytics


+ Sravya Madipalli and Hai Guan
Gather data requirements in 30 minutes using a shared language
AI Trust at Scale. From Evals to Governance

Build a Bioinformatics Pipeline You Can Run on Your Own Data

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

Data Visualization for Public Health
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SQL for data science interviews
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Causal Inference for Real World Decision Making
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Build your own Autoresearcher

Free Lightning Lessons
Agentic Experiment Design & Analysis
·Jun 5·60 minutes824 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanExperimentation in the age of AI
·Jun 12·30 minutes665 StudentsLive
Manisha AroraBuild an AI Growth Optimization System
·Jun 17·45 minutes727 StudentsLive
Eric MetelkaYour AI feature needs evals, not just analytics
·Jun 8·30 minutes984 StudentsLive
Dr. Marily NikaThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes569 StudentsLive
Stella LiuDevelop North Star Metrics with AI
·Jun 12·60 minutes468 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerAI Feature Analytics: A Practical Framework
·Jun 16·30 minutes285 StudentsLive
Glenn VanderlindenHow to Setup Evals For Agents
·30 minutes1,676 StudentsWatch
Harrison Chase, Hamel Husain, andNorth Star Metrics for AI Agents
·Jun 9·45 minutes308 StudentsLive
Sandhya Hegde and Justin BauerAgent Evals 101: Best Practices for AI Product Teams
·Jun 16·45 minutes183 StudentsLive
Vinay Goel and Ken Kutyn💭 Turn Data and AI Into Stories People Actually Remember
·Jun 12·30 minutes213 StudentsLive
Gulrez KhanRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,031 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanCrack Your Data Science Interviews
·Jun 5·3 lessons281 StudentsLive
Manisha AroraDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes272 StudentsLive
Matthew Brandt (Matty)Use AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes148 StudentsLive
Abi AwomosuRAG and LLM Fine-Tuning
·30 minutes2,183 StudentsWatch
Dan Becker and Hamel HusainSpec Stacking & Software Factories
·45 minutes136 StudentsWatch
Amir Feizpour and Owen ZanzalFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes95 StudentsLive
Nicky Bell, PhDBuilding SQL AI Agents
·90 minutes2,722 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinBuilding Enterprise RAG Solutions
·30 minutes1,377 StudentsWatch
Hamza FarooqStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes52 StudentsLive
Shreya Shankar and Hamel HusainCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes241 StudentsWatch
Nicky Bell, PhDModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,308 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarRoot Cause Analysis in Claude Code
·60 minutes843 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanAI-Native Product Management Certification
·May 25·7 lessons28 StudentsLive
Dr. Marily NikaYour first quant analysis in Claude Code
·Jun 2·30 minutes122 StudentsLive
Ruby PryorEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes784 StudentsWatch
Hamza FarooqClaude Code for User Insights: What Agents Can Do
·30 minutes919 StudentsWatch
Caitlin SullivanBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes133 StudentsLive
Amir Feizpour and Hugo MailhotAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes41 StudentsLive
Amir Feizpour and Percy (Boqi) ChenAgentic RAG from Scratch
·30 minutes229 StudentsWatch
Raul Salles de Padua and Can TemizyurekHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes29 StudentsLive
Siddarth RCracking A/B Testing Interviews
·Jun 12·45 minutes45 StudentsLive
Siddarth RCross-encoders: An End-to-end Guide
·Jun 17·60 minutes23 StudentsLive
Radu Gheorghe and Trey GraingerYour Complete Guide to Become NVIDIA Certified
·45 minutes521 StudentsWatch
Ashish PrajapatiA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes232 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullUnderstand GenAI in 3 Key Patterns
·30 minutes773 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes354 StudentsWatch
Gui Diaz-BerrioBuild a PM Skill that Learns from you (Learning Loops)
·45 minutes9,154 StudentsWatch
Mahesh Yadav"I don't use RAG, I just retrieve documents"
·30 minutes5,649 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,017 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes858 StudentsWatch
Mahesh YadavClaude Code for Research: Agents, Skills & Commands
·30 minutes532 StudentsWatch
John Whalen, PhDWhere are teams going wrong with search?
·60 minutes101 StudentsWatch
Doug Turnbull and Trey GraingerFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes33 StudentsLive
Lance Rubin and Paul BarnhurstCrack SQL for Data Science Interviews
·30 minutes30 StudentsWatch
Anirban BhattacharyyaContext Engineering for AI Agents
·30 minutes919 StudentsWatch
Hugo Bowne-Anderson and John BerrymanLearning Crucial Math for AI
·Jul 10·60 minutes733 StudentsLive
Claire LongoBreak Into AI Engineering in 2025: Skills That Get You Hired
·30 minutes479 StudentsWatch
Meri NovaClaude Code for Research: Agents, Skills & Commands
·30 minutes458 StudentsWatch
John Whalen, PhDBuild your first quantum support vector machine
·45 minutes337 StudentsWatch
Dr. Muhammad Faryad2026 will be the year of agentic search
·60 minutes275 StudentsWatch
Jo Kristian Bergum and Doug TurnbullBuild Quantum Neural Networks in Qiskit
·45 minutes240 StudentsWatch
Dr. Muhammad FaryadWhat happens when you make an LLM call?
·45 minutes233 StudentsWatch
Abi AryanHow to Become a Machine Learning Engineer in 2026
·30 minutes128 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaRun Eval Loops and Guardrails for Cursor Agents
·30 minutes83 StudentsWatch
Carmelo IariaDecoding Data Science Roles
·Jun 5·45 minutes13 StudentsLive
Siddarth RData Science Demystified June Session
·30 minutes11 StudentsWatch
Savitha NamuduriRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes799 StudentsWatch
Jason Liu and Skylar PayneClaude Code for Research: Agents, Skills & Commands
·30 minutes739 StudentsWatch
John Whalen, PhDAnalyze Metric Trade-offs in Claude Code
·60 minutes639 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes115 StudentsWatch
Doug TurnbullCheat at Search Essentials: Embedding Retrieval
·60 minutes97 StudentsWatch
Doug TurnbullWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes15 StudentsLive
Dheeraj SaxenaEvals for Everyone
·3 lessons2,196 StudentsWatch
Aishwarya & KiritiSetting Eval for AI Agents & Scaling with Auto-Evaluation
·30 minutes862 StudentsWatch
Mahesh YadavAI Careers in 2025+ : What No One's Telling You
·30 minutes669 StudentsWatch
Abi AryanVibe Code Annotation UIs for AI Analytics Evals
·Jun 24·60 minutes634 StudentsLive
Shane ButlerA Day of AI Engineer
·45 minutes420 StudentsWatch
Alexey GrigorevEvals for Voice AI: Learnings from Google Evals Team
·30 minutes242 StudentsWatch
Ravin KumarOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes216 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullEvals in Action With Arize
·45 minutes202 StudentsWatch
Laurie VossContext Engineering: Building Smarter AI Systems
·45 minutes199 StudentsWatch
Jyothi NookulaBecome Job-Ready for AI Roles in 2026
·30 minutes150 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaData Governance for Managers - In the Age of AI
·45 minutes22 StudentsWatch
Emmanuel AsimadiThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,831 StudentsWatch
Bryan Bischof and Ayush ChaurasiaBuilding Effective AI-Powered Data Pipelines
·60 minutes2,110 StudentsWatch
Shreya ShankarSQL Toolkit for Data Engineering
·30 minutes1,723 StudentsWatch
David FreitagSQL Toolkit for Data Engineering
·30 minutes1,670 StudentsWatch
David FreitagHow OpenAI Customers Use Evals To Build Better AI Products
·30 minutes1,081 StudentsWatch
Jim Blomo and Hamel HusainBuild a vector database from scratch
·60 minutes1,079 StudentsWatch
Doug Turnbull and John BerrymanCould your search be better without vectors? BM25 + friends
·45 minutes909 StudentsWatch
Doug TurnbullOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes687 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes670 StudentsWatch
Dr. Raj DandekarBuild Your Own Eval Tools With Notebooks!
·45 minutes612 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarBuild a Document Processing Pipeline for RAG Systems
·30 minutes611 StudentsWatch
Stefan KrawcykGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes545 StudentsWatch
Jason Liu and Manav RathodFrom Raw Data to Automated Insights with AI Agents
·30 minutes536 StudentsWatch
Manisha Arora and Siddarth RFinetuning LLM for Language Translation
·30 minutes516 StudentsWatch
Manisha Arora and Siddarth RSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes458 StudentsWatch
Enrico BertiniHands-on Workshop: Build an Agentic App Using Claude Code
·90 minutes435 StudentsWatch
Amir FeizpourStrategies for building self-improving document processing
·60 minutes429 StudentsWatch
Jason Liu and Eli BadgioMaster Evaluation Techniques for LLM Apps
·30 minutes413 StudentsWatch
Haroon ChouderyAutomate Insight Generation Using AI Agents
·30 minutes386 StudentsWatch
Siddarth RanganathanLong-Context: RAG is Dead, Long Live RAG
·30 minutes383 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukUpskilling in AI as a Data Scientist
·30 minutes325 StudentsWatch
Manisha AroraCheat at Search Essentials
·3 lessons269 StudentsWatch
Doug TurnbullRedesign Your Product Metrics for AI Evals
·30 minutes200 StudentsWatch
Shane ButlerHow much will my model cost? Napkin Maths 101
·60 minutes186 StudentsWatch
Abi AryanMap AI Usage to Deliverables
·30 minutes185 StudentsWatchVyoma GajjarDense Vector Retrieval
·30 minutes175 StudentsWatch
Raul Salles de Padua and Can TemizyurekOptimizing Multimodal Vector Search for E-commerce
·60 minutes172 StudentsWatch
Philippe Bouzaglou and Trey GraingerThe Hidden Signal in Production AI Logs
·60 minutes172 StudentsWatch
Jason Liu and Scott ClarkModern Multi-Vector Code Search
·60 minutes157 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathBeyond Pretty Dashboards: Data Storytelling that Lands
·30 minutes125 StudentsWatch
Bruno FelixOverview of Graph Augmented LLM Systems
·45 minutes94 StudentsWatch
Amir Feizpour and Percy ChenKickstart Your Recommender System
·60 minutes88 StudentsWatch
Katerina ZanosBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes81 StudentsWatch
Spencer SchneidenbachBuild Persistent Memory and Rules for Cursor Agents
·30 minutes71 StudentsWatch
Carmelo IariaEngineer Effective Context Systems
·30 minutes53 StudentsWatch
Carmelo IariaLive Demo: Vetting an Enterprise Workflow Step by Step
·30 minutes33 StudentsWatch
Paul BryanMastering RAG-based systems for software engineers
·Jun 20·45 minutes1 StudentLive
Gaurav SenReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,812 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarWhy Devin does not use multi agents
·60 minutes2,440 StudentsWatch
Jason Liu and Walden YanUnderstanding Neural Networks: Fundamentals to Innovations
·45 minutes1,750 StudentsWatch
Mahesh YadavCracking A/B Testing Interviews
·30 minutes1,728 StudentsWatch
Siddarth R and Banani MohapatraError Analysis: The AI Engineer’s Best ROI
·60 minutes1,514 StudentsWatch
Hamel Husain and Shreya ShankarNatural Language Search on Semi-Structured Data
·60 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaUnderstanding Embedding Performance through Generative Evals
·60 minutes1,181 StudentsWatch
Jason Liu and Kelly HongYou Don't Need a Graph DB
·45 minutes1,164 StudentsWatch
Jo Kristian Bergum and Hamel HusainCode a custom ChatGPT
·30 minutes1,134 StudentsWatch
Swyx and Noah HeinThe Role of Data Quality in AI
·30 minutes1,017 StudentsWatch
Chad SandersonImproving retrievers by Reranking and embedding fine-tuning
·60 minutes960 StudentsWatch
Jason Liu and Ayush ChaurasiaOptimize Structured Data Retrieval With Evals
·45 minutes843 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes821 StudentsWatch
Doug TurnbullTraining Agents with Reinforcement Learning
·60 minutes742 StudentsWatch
Will BrownGetting Buy-in for Your Data/ML Projects
·30 minutes709 StudentsWatch
Chad Sanderson and Mark FreemanFrom Text-RAG to Vision-RAG with Cohere
·60 minutes695 StudentsWatch
Jason Liu and Nils ReimersHow to train your tiny MoE: Going from 60+ hours to 13
·60 minutes688 StudentsWatch
Zach MuellerCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes596 StudentsWatch
Daliana Liu and Damien BenevesteCreate an AI Data Analyst
·45 minutes548 StudentsWatch
Jacob BankBuild an Agentic App: Idea to Implementation - Part 3/3
·45 minutes534 StudentsWatch
Amir Feizpour and Abhi AnandBillion-Scale Vector Search on Object Storage
·60 minutes528 StudentsWatch
Jason Liu and Simon Hørup EskildsenBuilding Advanced Applications with LLMs
·30 minutes502 StudentsWatch
Elvis SaraviaBuild an Agentic App: LangGraph + Cursor + n8n - Part 2/2
·45 minutes499 StudentsWatch
Amir Feizpour and Mykola BurynokNotebook to Production with GitHub
·30 minutes491 StudentsWatch
Manisha AroraScaling Judge-Time Compute for Robust Auto LLM Evaluation
·60 minutes489 StudentsWatch
Jason Liu and Leonard TangDeploy ML Models from Lab to Production
·30 minutes475 StudentsWatch
Akshika WijesundaraBuilding Reliable AI Systems with MLflow
·60 minutes475 StudentsWatch
Maria Vechtomova, Başak Eskili, and Daniel LidenHow to Build Self-Improving AI via Data-Driven Loops
·60 minutes424 StudentsWatch
Jason Liu and Hamish OgilvyDemystifying ML Interviews: Insider Tips to Stand Out
·30 minutes415 StudentsWatch
Yayun Jin, Ph.D.AI-powered Data Analysis with Claude and MCP
·30 minutes415 StudentsWatch
George XingBuilding Deep Research Systems
·30 minutes371 StudentsWatch
Andrei Lopatenko and Doug TurnbullBuild and Deploy Projects with Streamlit Cloud
·30 minutes360 StudentsWatch
Siddarth RanganathanBuilding AI Systems with DSPy - Beyond 101
·45 minutes360 StudentsWatch
Amir Feizpour and Ian YuWhat is agentic search? (and why should I care!?)
·60 minutes348 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes334 StudentsWatch
Doug TurnbullEvaluate the quality and accuracy of AI insights
·30 minutes332 StudentsWatch
Ann ConwayMemory for LLM Agents: From Context to Durable State
·60 minutes332 StudentsWatch
Amir Feizpour and Suhas Pai