Cohort-based courses
Become an AI-Native Builder
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Accelerating Innovation with A/B Testing
Your AI C-Suite: Build AI Agents that run your Business with Claude Cowork


Agentic Analytics: Build an AI Analyst You Can Trust
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+ Sravya Madipalli and Hai Guan
Growth Design 101

Advanced Topics in Practical A/B Testing
Mastering the Data Quality Playbook for Data Professionals
AI Evals and Analytics Playbook


Data Storytelling: Turn Insights Into Influence

AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
Design KPIs: Measure and Prove the ROI of UX

Practitioner in AI risk and cost management

AI for L&D and HR: 80% Off in the next 24 hours


1-day workshops
How To Measure UX and Show Your Design Impact

Gather data requirements in 30 minutes using a shared language
Intro to Agentic Analytics in Claude Code


+ Sravya Madipalli and Hai Guan
Data Visualization for Public Health
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Mastering Web & Social Media Analytics for business impact

AI for b2b Product Managers


Business Metrics for Product Leaders

BPMN 2.0 Process Modelling with SAP Signavio

Practical Data & AI Skills for PMs

AI for Finance Teams: Reporting on Autopilot


AI for Data & Analytics Teams


Measure AI ROI Your CFO Will Believe


Build a Live Voice-of-the-Customer Dashboard: for Operators & COOs

Beyond AI: Machine Learning for Executives
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Data Storytelling - Building an Impactful Narrative from Data

From AI Pilots to ROI - Rewire Your Operating Model for Autonomous Work

World-Class Agentic Analytics in Production

Free Lightning Lessons
Product Analytics 101: From Question to Decision with AI
·Jul 22·60 minutes481 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanCan AI Actually Answer Your Data Questions?
·45 minutes350 StudentsWatch
Shreya Shankar and Hamel HusainThe AI-Native Data Scientist: Analyze in English
·Jul 27·30 minutes233 StudentsLive
Aki Wijesundara and Manu Jayawardana3 Things Data Professionals Should Never Outsource to AI
·Jul 22·30 minutes105 StudentsLive
Paras DoshiAce Analytics Interviews with AI
·Sep 23·60 minutes106 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,692 StudentsWatch
Shreya Shankar and Hamel HusainTest Kimi and Open Models on Real Analytics Work
·Aug 12·30 minutes50 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanClaude Cowork 101: Build Your First AI Data Analyst
·Aug 26·60 minutes48 StudentsLive
Shane Butler, Sravya Madipalli, and Hai Guan💭 Build a Data Storytelling Agent with Claude
·30 minutes479 StudentsWatch
Gulrez KhanTrust Your AI Analytics: Know When the Number Is Right
·Oct 14·60 minutes80 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanClaude Code for PMs: Data to Decisions Workflows
·30 minutes16,664 StudentsWatch
Caitlin SullivanData Analysis with Claude Code - AI for Leaders
·Jul 25·60 minutes349 StudentsLive
Mirza Rahim BaigBuild with Claude & Lovable: Voice of the Customer dashboard
·Jul 29·45 minutes83 StudentsLive
Rona RuthenBuild the Context That Makes AI Data Agents Reliable
·Aug 5·60 minutes87 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild 3 AI Harnesses for Trustworthy Analytics
·45 minutes82 StudentsWatch
Paras DoshiJTBD Quantified
·45 minutes157 StudentsWatch
John Gusiff and Dominic RicchettiProduct Design vs Growth Design: What's Actually Different
·30 minutes55 StudentsWatch
Slava KovalskaBuild a Semantic Layer So AI Defines Your Metrics
·Aug 19·60 minutes20 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanExperimentation 101: Run an A/B Test with AI
·Oct 21·60 minutes19 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanCausal Experimentation 101: Prove Impact Without an A/B Test
·Oct 28·45 minutes10 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild Your AI Search Strategy Beyond SEO
·Jul 29·30 minutes41 StudentsLive
Mostafa ElBermawyAnalyze Product Data w/ Claude Code Opus 4.6
·120 minutes1,497 StudentsWatch
Shane Butler, Hai Guan, and Sravya MadipalliData Visualization with Claude Code
·60 minutes830 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanSpreadsheets 101: Analyze Any Sheet with AI
·Sep 30·60 minutes15 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanAgentic Analytics in Production: What to Build First
·Aug 5·45 minutes5 StudentsLive
Paras DoshiTurn Product Data into Growth Decisions
·30 minutes939 StudentsWatch
Jolie ZwickHow To Measure UX and Design Impact
·60 minutes758 StudentsWatch
Vitaly FriedmanNorth Star Metrics for AI Agents
·45 minutes543 StudentsWatch
Sandhya Hegde and Justin BauerBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes387 StudentsWatch
Gui Diaz-BerrioCatch 7 AI Analysis Mistakes Before They Drive Decisions
·45 minutes140 StudentsWatch
Paras DoshiAnalyze Data in Google Sheets with Claude Code
·60 minutes121 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanBuild-a-long: create an AI data architecture in 60 mins
·60 minutes112 StudentsWatch
Ian JohnsTranslate "Features Shipped" Into Business Impact
·Jul 22·45 minutes9 StudentsLive
Brennan CollinsMetrics 101: Define a North Star with AI
·Oct 7·60 minutes4 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanCrack Product Sense & Analytics Interviews with AI
·60 minutes1,340 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerExperimentation in the age of AI
·30 minutes1,258 StudentsWatch
Manisha AroraAI Evals vs. Product Metrics: A 30min Crash Course
·30 minutes373 StudentsWatch
Stella LiuMaking Sense of SQL (even if you're not an engineer)
·30 minutes189 StudentsWatch
Emma BorosonBuild a Price Volume Mix Bridge in 15 Mins With Claude+Excel
·45 minutes179 StudentsWatch
Asif MasaniNow What? How to Decide What Analysis to Run on Your Data
·30 minutes44 StudentsWatch
Laura Harris, Ph.D.Your AI feature needs evals, not just analytics
·30 minutes1,468 StudentsWatch
Dr. Marily NikaThe Multi-Agent Team to Build Full Stack Products
·60 minutes1,123 StudentsWatch
Hamza Farooq and Aishwarya AshokBuild Slide Decks in Claude Code
·60 minutes1,088 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerRoot Cause Analysis in Claude Code
·60 minutes879 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanAI Feature Analytics: A Practical Framework
·30 minutes820 StudentsWatch
Glenn VanderlindenHow to measure design success
·30 minutes598 StudentsWatch
Nick BabichSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes461 StudentsWatch
Enrico BertiniBuild an AI-Ready Analytics Program for Humans and Agents
·45 minutes369 StudentsWatch
Jim Gordon and Jim KultgenHow to Automate Your Cash Flow Forecast in Minutes
·45 minutes326 StudentsWatch
Carl SeidmanFrom Messy Trial Balance to Financial Statements in 15 mins
·45 minutes146 StudentsWatch
Asif MasaniAssess Your AI Data and Analytics Capabilities in 30 Minutes
·30 minutes141 StudentsWatch
Paras DoshiKickstart Your Recommender System
·60 minutes96 StudentsWatch
Katerina ZanosYour Data Is a Mess — Power Query Can Fix That
·45 minutes84 StudentsWatch
Seidman FinancialHow to Master the Art of Data Science in Accounting
·45 minutes79 StudentsWatch
Alex HarlanAI-Native Product Management Certification
·May 25·7 lessons54 StudentsLive
Dr. Marily NikaAdvanced FP&A: Financial Modeling with Dynamic Excel
·45 minutes1,446 StudentsWatch
Carl SeidmanAgentic Experiment Design & Analysis
·60 minutes1,248 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanBuild an AI Growth Optimization System
·45 minutes1,101 StudentsWatch
Eric MetelkaThe Analytics Mindset Behind Effective AI Evals
·30 minutes1,054 StudentsWatch
Stella LiuUnlock Accurate AI Forecasts with Superior Metrics
·30 minutes941 StudentsWatch
Valeriy ManokhinAutomate Your PM Workflow with Claude Code and Analytics
·45 minutes918 StudentsWatch
Frank LeeBecome a Data Driven AI PM by Automating your Reporting
·45 minutes895 StudentsWatch
Mahesh YadavRun and Analyze Experiments with CIaude Code
·60 minutes841 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerDesign Product Analysis with Claude Code
·60 minutes830 StudentsWatch
Shane Butler, Hai Guan, and Sravya MadipalliDevelop North Star Metrics with AI
·60 minutes811 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanA/B Testing Myths
·45 minutes798 StudentsWatch
Ronny KohaviData Wisdom: Making Better Decisions in a Data-Rich World
·30 minutes782 StudentsWatch
Annie DukeTurn Insights to Action in Claude Code
·60 minutes623 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerHow to Measure Your Product's Business Impact
·30 minutes613 StudentsWatch
Jon HarmerAI-powered Data Analysis with Claude and MCP
·30 minutes425 StudentsWatch
George Xing💭 The Art of Telling Stories with Data
·45 minutes396 StudentsWatch
Gulrez KhanHow to Vibe Code with Lovable and Amplitude
·45 minutes384 StudentsWatch
Dmitrii (Dima) Abramov and Jake Lee3 Effective AI Methods for Better ROI Forecasting
·30 minutes314 StudentsWatch
Jenny WangerLeverage AI to Drive Better API Product Decisions
·45 minutes287 StudentsWatch
Derric Gilling and Emmanuel ParaskakisUse AI Research to Discover Who Actually Wants What You Sell
·45 minutes276 StudentsWatch
Abi AwomosuCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes244 StudentsWatch
Nicky Bell, PhDDesign Metrics That Don't Lie with AI
·45 minutes238 StudentsWatch
Hai Guan, Shane Butler, and Sravya MadipalliTurn Roadmaps into ROI: Business Metrics for PMs
·60 minutes225 StudentsWatch
Elena LeonovaCan You Trust It? 4 Ways Data Visualizations Mislead
·60 minutes152 StudentsWatch
Enrico BertiniHow to Design a Metrics-First Recommender System
·60 minutes127 StudentsWatch
Katerina ZanosDecoding Data Science Roles
·45 minutes108 StudentsWatch
Siddarth RTurn a 300-Page Annual Report Into Insights in 15 mins
·60 minutes104 StudentsWatch
Asif MasaniFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·60 minutes64 StudentsWatch
Lance Rubin and Paul BarnhurstBudgeting Is Broken: How FP&A Leaders Can Fix It
·45 minutes59 StudentsWatch
Seidman FinancialFinance Lab Session 10 - Power BI, Fabric planning and AI
·60 minutes53 StudentsWatch
Lance Rubin and Khaled ChowdryHow to Present Hiring Metrics Like a Strategic TA Leader
·60 minutes42 StudentsWatch
Preston SharpstonData Governance in the age of AI (DAMA aligned)
·30 minutes16 StudentsWatch
Emmanuel AsimadiStop Letting Loud Signals Hijack Your Roadmap
·Sep 29·60 minutes12 StudentsLive
Elena LeonovaSAP Signavio Process Mining - July 21
·Jul 23·30 minutes1 StudentLive
Emil GospodinovHow Experienced Growth PMs Analyze Data with AI
·30 minutes5,186 StudentsWatch
Hilary Gridley and Tal RavivDriving Impact in UX & Product: Metrics, Accessibility & AI
·3 lessons2,303 StudentsWatch
Vitaly FriedmanCracking A/B Testing Interviews
·30 minutes1,739 StudentsWatch
Siddarth R and Banani MohapatraBuild AI Workflows That Actually Save PM Time
·45 minutes1,036 StudentsWatch
Enzo AvigoQuick Introduction to A/B Testing
·30 minutes835 StudentsWatch
Ronny KohaviAnalyze Metric Trade-offs in Claude Code
·60 minutes648 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerAI product success in three key metrics
·30 minutes622 StudentsWatch
Denys LinkovHow To Segment Your Data To Acquire More Customers
·45 minutes577 StudentsWatch
Anthony ScarpaciCrack Your Data Science Interviews
·3 lessons549 StudentsWatch
Manisha AroraDevelop Analytical Thinking (with AI)
·45 minutes543 StudentsWatch
Matthew Brandt (Matty)Build dashboards that drive alignment and action
·30 minutes532 StudentsWatch
George Xing💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes522 StudentsWatch
Gulrez KhanHow to Measure & Grow Your AI Search Visibility (AEO)
·45 minutes476 StudentsWatch
Georgie KempCreate a Data Blueprint for Product-led Growth
·30 minutes430 StudentsWatch
Hila QuHow to Stop Shipping Blind with AI-Built Products
·45 minutes427 StudentsWatch
Gregor SpielmannTypes Of Experiments Rundown
·45 minutes350 StudentsWatch
Jakub LinowskiA/B Testing Replication Crisis: Lessons from 10 A/B tests
·45 minutes347 StudentsWatch
Ronny KohaviBuild an AI Data Crew for your Digital Marketing
·45 minutes267 StudentsWatch
Carmelo IariaExperience metrics: Say goodbye to product use metrics & NPS
·60 minutes258 StudentsWatch
Christine Perfetti and Jared M. SpoolFix 4 Errors in AI Data Analysis Before the CEO Sees It
·45 minutes251 StudentsWatch
Nicky Bell, PhDValidate Your Idea with Data Before You Build
·45 minutes250 StudentsWatch
Elena AvramenkoDesign Experiments for AI Features
·60 minutes232 StudentsWatch
Shane ButlerAI for Marketing: How to Audit Your Content Strategy with AI
·60 minutes230 StudentsWatch
Lisa PeytonHow Product Managers Can Build Adaptive AI Roadmaps
·30 minutes228 StudentsWatch
Hussam AhmadYour first quant analysis in Claude Code
·Aug 13·30 minutes211 StudentsLive
Ruby PryorMap AI Usage to Deliverables
·30 minutes190 StudentsWatchVyoma GajjarSearch Trends in 2026 - by the numbers
·60 minutes190 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerCracking A/B Testing Interviews
·45 minutes165 StudentsWatch
Siddarth RHow NOT to Lie with Charts
·60 minutes155 StudentsWatch
Enrico BertiniHow Big Tech Actually Evaluates DS Candidates
·45 minutes155 StudentsWatch
Siddarth RFind the Market Shifts Big Companies Miss
·60 minutes155 StudentsWatch
Sarah Evangeline NormanBeyond Pretty Dashboards: Data Storytelling that Lands
·30 minutes133 StudentsWatch
Bruno Felix3 signs that your Google Analytics marketing data is broken
·45 minutes119 StudentsWatch
Steen RasmussenHow I Use AI to Spot Onboarding Friction In Minutes
·30 minutes117 StudentsWatch
Ramli JohnDon't Take Numbers at Face Value: Bad Data Ruins Good Charts
·60 minutes114 StudentsWatch
Enrico BertiniData-Driven Future And Businesses
·30 minutes114 StudentsWatch
DataSkillz and Dr. Junaid Qazi (PhD)How to Set A/B Test Duration for Faster Shipping
·45 minutes86 StudentsWatch
Andrew MendeSpot eCom CRM Revenue Leaks Fast: A Retention Diagnostic
·60 minutes69 StudentsWatch
Nasima AhmedWhy Businesses Don't Need Faster Decision-Making
·45 minutes68 StudentsWatch
Matthew Brandt (Matty)5 Common Mistakes in A/B Testing
·45 minutes43 StudentsWatch
Andrew MendeTurn Claude Cowork Into Your Personal Web Scraper
·45 minutes34 StudentsWatch
Sol FarahmandCrack SQL for Data Science Interviews
·30 minutes31 StudentsWatch
Anirban BhattacharyyaFrom Insight Factory to Decision Engine using AI
·60 minutes30 StudentsWatch
Pier MartinStop the Drop-off: From Sign Up to Sale
·30 minutes26 StudentsWatch
Karina KarnMaster Unstructured Data in Python [Free Hands-on workshop]
·60 minutes24 StudentsWatch
Mirza Rahim BaigData Governance for Managers - In the Age of AI
·45 minutes23 StudentsWatch
Emmanuel AsimadiData Science Demystified
·30 minutes15 StudentsWatch
Savitha NamuduriDefend Your L&D Return-on-Investment in 30 Minutes
·30 minutes11 StudentsWatch
William BrantleyData Science Demystified June Session
·30 minutes11 StudentsWatch
Savitha NamuduriWhy Your A/B Test Results Are Probably Wrong
·30 minutes5 StudentsWatch
Alina Bezchotnikova