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


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


AI-Powered Search: Modern Retrieval for Humans & Agents

Let's Code LLM Chatbots and Agents from Scratch

AI Agents for Business & Finance Bootcamp & Certification
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💭 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

Advanced Topics in Practical A/B Testing
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

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 minutes696 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerExperimentation in the age of AI
·Jun 12·30 minutes523 StudentsLive
Manisha AroraBuild an AI Growth Optimization System
·Jun 17·45 minutes575 StudentsLive
Eric MetelkaHow to Setup Evals For Agents
·30 minutes1,659 StudentsWatch
Harrison Chase, Hamel Husain, andYour AI feature needs evals, not just analytics
·Jun 8·30 minutes832 StudentsLive
Dr. Marily NikaDevelop North Star Metrics with AI
·Jun 12·60 minutes386 StudentsLive
Sravya Madipalli, Hai Guan, and Shane ButlerThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes444 StudentsLive
Stella LiuRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,008 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanAI Feature Analytics: A Practical Framework
·Jun 16·30 minutes191 StudentsLive
Glenn VanderlindenNorth Star Metrics for AI Agents
·Jun 9·45 minutes238 StudentsLive
Sandhya Hegde and Justin BauerAgent Evals 101: Best Practices for AI Product Teams
·Jun 16·45 minutes103 StudentsLive
Vinay Goel and Ken KutynDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes218 StudentsLive
Matthew Brandt (Matty)Crack Your Data Science Interviews
·Jun 5·3 lessons183 StudentsLive
Manisha AroraSpec Stacking & Software Factories
·May 29·45 minutes122 StudentsLive
Amir Feizpour and Owen ZanzalBuilding SQL AI Agents
·90 minutes2,713 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinRAG and LLM Fine-Tuning
·30 minutes2,151 StudentsWatch
Dan Becker and Hamel HusainUse AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes104 StudentsLive
Abi Awomosu💭 Turn Data and AI Into Stories People Actually Remember
·Jun 12·30 minutes92 StudentsLive
Gulrez KhanCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes240 StudentsWatch
Nicky Bell, PhDFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes56 StudentsLive
Nicky Bell, PhDBuilding Enterprise RAG Solutions
·30 minutes1,348 StudentsWatch
Hamza FarooqRoot Cause Analysis in Claude Code
·60 minutes839 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanAI-Native Product Management Certification
·May 25·7 lessons26 StudentsLive
Dr. Marily NikaYour first quant analysis in Claude Code
·Jun 2·30 minutes116 StudentsLive
Ruby PryorEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes780 StudentsWatch
Hamza FarooqModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,294 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes40 StudentsLive
Amir Feizpour and Percy (Boqi) ChenBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes131 StudentsLive
Amir Feizpour and Hugo MailhotStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes12 StudentsLive
Shreya Shankar and Hamel HusainClaude Code for User Insights: What Agents Can Do
·30 minutes915 StudentsWatch
Caitlin SullivanA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes232 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullAgentic RAG from Scratch
·30 minutes227 StudentsWatch
Raul Salles de Padua and Can TemizyurekHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes26 StudentsLive
Siddarth RCross-encoders: An End-to-end Guide
·Jun 17·60 minutes22 StudentsLive
Radu Gheorghe and Trey GraingerUnderstand GenAI in 3 Key Patterns
·30 minutes773 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukYour Complete Guide to Become NVIDIA Certified
·45 minutes520 StudentsWatch
Ashish PrajapatiCracking A/B Testing Interviews
·Jun 12·45 minutes41 StudentsLive
Siddarth RBuild 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 minutes5,648 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarFinance 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 BhattacharyyaLearn Agentic AI: Setting agents metrics and evaluations
·45 minutes856 StudentsWatch
Mahesh YadavLearning 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 NovaBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes352 StudentsWatch
Gui Diaz-BerrioBuild Quantum Neural Networks in Qiskit
·45 minutes240 StudentsWatch
Dr. Muhammad FaryadWhat happens when you make an LLM call?
·45 minutes233 StudentsWatch
Abi AryanCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes114 StudentsWatch
Doug TurnbullWhere are teams going wrong with search?
·60 minutes100 StudentsWatch
Doug Turnbull and Trey GraingerData Science Demystified June Session
·30 minutes11 StudentsWatch
Savitha NamuduriAI Agents: How to Gain 2026's Most In-Demand Skill
·75 minutes1,015 StudentsWatch.jpg&w=1536&q=75)
Sara Davison and Tyler FiskRAG 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, PhDVibe Code Annotation UIs for AI Analytics Evals
·Jun 24·60 minutes634 StudentsLive
Shane ButlerClaude Code for Research: Agents, Skills & Commands
·30 minutes530 StudentsWatch
John Whalen, PhDBuild your first quantum support vector machine
·45 minutes336 StudentsWatch
Dr. Muhammad Faryad2026 will be the year of agentic search
·60 minutes274 StudentsWatch
Jo Kristian Bergum and Doug TurnbullHow to Become a Machine Learning Engineer in 2026
·30 minutes127 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaCheat at Search Essentials: Embedding Retrieval
·60 minutes96 StudentsWatch
Doug TurnbullRun Eval Loops and Guardrails for Cursor Agents
·30 minutes82 StudentsWatch
Carmelo IariaWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes15 StudentsLive
Dheeraj SaxenaDecoding Data Science Roles
·Jun 5·45 minutes12 StudentsLive
Siddarth REvals for Everyone
·3 lessons2,196 StudentsWatch
Aishwarya & KiritiContext Engineering for AI Agents
·30 minutes917 StudentsWatch
Hugo Bowne-Anderson and John BerrymanSetting 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 AryanAnalyze Metric Trade-offs in Claude Code
·60 minutes638 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuild Your Own Eval Tools With Notebooks!
·45 minutes612 StudentsWatch
Vincent D. Warmerdam, Hamel Husain, and Shreya ShankarClaude Code for Research: Agents, Skills & Commands
·30 minutes456 StudentsWatch
John Whalen, PhDA 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 NookulaMap AI Usage to Deliverables
·30 minutes185 StudentsWatchVyoma GajjarBecome 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 AsimadiBuilding Effective AI-Powered Data Pipelines
·60 minutes2,110 StudentsWatch
Shreya ShankarCracking A/B Testing Interviews
·30 minutes1,728 StudentsWatch
Siddarth R and Banani MohapatraSQL 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 TurnbullLLM Inference: The Skill Every AI Engineer Is Missing
·60 minutes669 StudentsWatch
Dr. Raj DandekarBuild a Document Processing Pipeline for RAG Systems
·30 minutes611 StudentsWatch
Stefan KrawcykCreate an AI Data Analyst
·45 minutes548 StudentsWatch
Jacob BankGlean's Embedding Model for Enterprise-Adapted AI
·60 minutes545 StudentsWatch
Jason Liu and Manav RathodFinetuning 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 minutes412 StudentsWatch
Haroon ChouderyCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes334 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 AryanOptimizing 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 BryanReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,830 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing 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 YadavError 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 MuellerOptimize Your Dev Setup For Evals w/ Cursor Rules & MCP
·30 minutes686 StudentsWatch
Isaac Flath, Hamel Husain, and Shreya ShankarCreate Business Impact + Get Recognized as a Data Scientist
·60 minutes596 StudentsWatch
Daliana Liu and Damien BenevesteFrom Raw Data to Automated Insights with AI Agents
·30 minutes535 StudentsWatch
Manisha Arora and Siddarth RBuild 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 XingAutomate Insight Generation Using AI Agents
·30 minutes385 StudentsWatch
Siddarth RanganathanLong-Context: RAG is Dead, Long Live RAG
·30 minutes382 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuilding 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 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 PaiUpskilling in AI as a Data Scientist
·30 minutes324 StudentsWatch
Manisha AroraUnderstanding DeepSeek R1
·45 minutes316 StudentsWatch
Amir Feizpour and Percy ChenTrain Your Own AI Models from Scratch
·60 minutes311 StudentsWatch
Nejc Susec and Luka TislerUnderstand SHAP (SHapley Additive exPlanations)
·30 minutes310 StudentsWatch
Patrick Hall