Cohort-based courses
Advanced Topics in Practical A/B Testing
AI Evals Certification: Master Building Reliable AI


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
FP&A Technical Fluency and Strategic Thinking
Mastering the Data Quality Playbook for Data Professionals
Data Storytelling: Turn Insights Into Influence

How To Measure UX and Its Business Impact

Your AI C-Suite: Build AI Agents that run your Business with Claude Cowork


Future-Proof Your Data Career: Master Agentic Analytics


Subscription Growth Accelerator

Build Your Website for SEO & AI Visibility (AEO) with Claude Code

1-day workshops
How To Measure UX and Its Business Impact

Gather data requirements in 30 minutes using a shared language
Business Skills for Product & Design Leaders

BPMN 2.0 Process Modelling with SAP Signavio

Practical Data & AI Skills for PMs

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

Communicate with Impact: The Power of Visuals

Free Lightning Lessons
Claude Cowork: Build your AI Analyst
·Sep 24·60 minutes492 StudentsLive
Mirza Rahim BaigOpenAI Data Agent Live: Interactive Analytics Lab
·Sep 23·60 minutes199 StudentsLive
Shane Butler and Hai GuanThe Heart of Telling Stories with Data & AI
·45 minutes145 StudentsWatch
Gulrez KhanMaster AI Analytics Without Clearing Your Calendar
·Sep 23·45 minutes139 StudentsLive
Paras Doshi and Nicky Bell, PhDHow to be a Top 1% Growth Marketer
·45 minutes204 StudentsWatch
Janky PatelAudit Your ICP Against Won and Lost Deals
·Sep 29·30 minutes38 StudentsLive
Abhijit Patharkar and Nick SandsBuilding 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 GuanClaude Code for PMs: Data to Decisions Workflows
·30 minutes16,877 StudentsWatch
Caitlin SullivanBuild an AI-Powered WBR: From Metrics to Decisions
·45 minutes64 StudentsWatch
Paras DoshiBuild a Data-Backed ICP From Your Deal History
·30 minutes22 StudentsWatch
Abhijit Patharkar and Nick SandsStop Letting Your LLM "Find the Issues" In Your Data
·45 minutes1,945 StudentsWatch
Shreya Shankar and Hamel HusainSpreadsheets 101: Analyze Any Sheet with AI
·Nov 11·60 minutes109 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanTrust Your AI Analytics: Know When the Number Is Right
·Oct 28·60 minutes402 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanExperimentation 101: Run an A/B Test with AI
·Oct 21·60 minutes135 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanBuild a Semantic Layer So AI Defines Your Metrics
·Oct 14·60 minutes236 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanUse Claude to Query Product Data
·45 minutes200 StudentsWatch
Colin MatthewsRead Product Analytics Like a Statistician: 5 Checks
·Sep 23·30 minutes6 StudentsLive
Alina BezchotnikovaThe Analytics Mindset Behind Effective AI Evals
·30 minutes1,072 StudentsWatch
Stella LiuBuilding Evaluation for AI agents that thrives in Prod.
·45 minutes871 StudentsWatch
Mahesh YadavMetrics 101: Define a North Star with AI
·Oct 7·60 minutes532 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanAI-powered Data Analysis with Claude and MCP
·30 minutes437 StudentsWatch
George XingData Analysis with Claude Code - AI for Leaders
·60 minutes437 StudentsWatch
Mirza Rahim BaigWhy Great Data Recommendations Fail (& What to Do Instead)
·Sep 24·30 minutes3 StudentsLive
Seth ForbesTest What Would Change Your Mind
·Oct 2·45 minutes3 StudentsLiveIsmail AlKamalCracking A/B Testing Interviews
·30 minutes1,744 StudentsWatch
Siddarth R and Banani MohapatraClaude Cowork 101: Build Your First AI Data Analyst
·60 minutes1,202 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanA/B Testing Myths
·45 minutes808 StudentsWatch
Ronny KohaviData Wisdom: Making Better Decisions in a Data-Rich World
·30 minutes789 StudentsWatch
Annie DukeProduct Analytics 101: From Question to Decision with AI
·60 minutes739 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanHow to Measure & Grow Your AI Search Visibility (AEO)
·45 minutes485 StudentsWatch
Georgie KempCan AI Actually Answer Your Data Questions?
·45 minutes466 StudentsWatch
Shreya Shankar and Hamel HusainA/B Testing Replication Crisis: Lessons from 10 A/B tests
·45 minutes359 StudentsWatch
Ronny KohaviAI for Marketing: How to Audit Your Content Strategy with AI
·60 minutes236 StudentsWatch
Lisa PeytonFrom Messy Trial Balance to Financial Statements in 15 mins
·45 minutes152 StudentsWatch
Asif MasaniProduct Design vs Growth Design: What's Actually Different
·30 minutes77 StudentsWatch
Slava KovalskaStop Letting Loud Signals Hijack Your Roadmap
·Sep 29·60 minutes36 StudentsLive
Elena LeonovaHow to Master the Art of Data Science in Accounting
·Oct 16·45 minutes5 StudentsLive
Alex HarlanRun 3 checks on any AI finance report
·Nov 9·30 minutes3 StudentsLive
Albert LeeHow Experienced Growth PMs Analyze Data with AI
·30 minutes5,190 StudentsWatch
Hilary Gridley and Tal RavivYour AI feature needs evals, not just analytics
·30 minutes1,481 StudentsWatch
Dr. Marily NikaAdvanced FP&A: Financial Modeling with Dynamic Excel
·45 minutes1,456 StudentsWatch
Carl SeidmanCrack Product Sense & Analytics Interviews with AI
·60 minutes1,355 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerAgentic Experiment Design & Analysis
·60 minutes1,266 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanThe Multi-Agent Team to Build Full Stack Products
·60 minutes1,139 StudentsWatch
Hamza Farooq and Aishwarya AshokBuild an AI Growth Optimization System
·45 minutes1,110 StudentsWatch
Eric MetelkaBuild Slide Decks in Claude Code
·60 minutes1,100 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerTurn Product Data into Growth Decisions
·30 minutes966 StudentsWatch
Jolie ZwickUnlock Accurate AI Forecasts with Superior Metrics
·30 minutes943 StudentsWatch
Valeriy ManokhinRoot Cause Analysis in Claude Code
·60 minutes890 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanQuick Introduction to A/B Testing
·30 minutes855 StudentsWatch
Ronny KohaviAI Feature Analytics: A Practical Framework
·30 minutes829 StudentsWatch
Glenn VanderlindenHow to measure design success
·30 minutes602 StudentsWatch
Nick BabichNorth Star Metrics for AI Agents
·45 minutes558 StudentsWatch
Sandhya Hegde and Justin Bauer💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes538 StudentsWatch
Gulrez KhanBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes409 StudentsWatch
Gui Diaz-BerrioBuild the Context That Makes AI Data Agents Reliable
·60 minutes398 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanAgentic Analytics in Production: What to Build First
·45 minutes202 StudentsWatch
Paras DoshiJTBD Quantified
·45 minutes167 StudentsWatch
John Gusiff and Dominic RicchettiHow Big Tech Actually Evaluates DS Candidates
·45 minutes159 StudentsWatch
Siddarth RTurn Any Excel File Into a CFO-Ready Dashboard in 15 Mins
·45 minutes128 StudentsWatch
Asif MasaniAnalyze Data in Google Sheets with Claude Code
·60 minutes126 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanDecoding Data Science Roles
·45 minutes112 StudentsWatch
Siddarth RKickstart Your Recommender System
·60 minutes99 StudentsWatch
Katerina ZanosBuild a Dashboard That Thinks Like You with Claude Code
·45 minutes63 StudentsWatch
Eric LevineFinance Lab Session 10 - Power BI, Fabric planning and AI
·60 minutes56 StudentsWatch
Lance Rubin and Khaled ChowdryTurn Roadmaps into ROI: Business Metrics for PMs
·60 minutes38 StudentsWatch
Elena LeonovaAccuracy Is Not an Outcome: The Dashboard Lie
·Oct 7·30 minutes1 StudentLive
Hussam AhmadDriving Impact in UX & Product: Metrics, Accessibility & AI
·3 lessons2,314 StudentsWatch
Vitaly FriedmanAnalyze Product Data w/ Claude Code Opus 4.6
·120 minutes1,503 StudentsWatch
Shane Butler, Hai Guan, and Sravya MadipalliExperimentation in the age of AI
·30 minutes1,264 StudentsWatch
Manisha AroraBuild AI Workflows That Actually Save PM Time
·45 minutes1,045 StudentsWatch
Enzo AvigoAutomate Your PM Workflow with Claude Code and Analytics
·45 minutes930 StudentsWatch
Frank LeeBecome a Data Driven AI PM by Automating your Reporting
·45 minutes902 StudentsWatch
Mahesh YadavRun and Analyze Experiments with CIaude Code
·60 minutes846 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerData Visualization with Claude Code
·60 minutes844 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanDesign Product Analysis with Claude Code
·60 minutes837 StudentsWatch
Shane Butler, Hai Guan, and Sravya MadipalliDevelop North Star Metrics with AI
·60 minutes822 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanHow To Measure UX and Design Impact
·60 minutes804 StudentsWatch
Vitaly FriedmanAnalyze Metric Trade-offs in Claude Code
·60 minutes650 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerTurn Insights to Action in Claude Code
·60 minutes626 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerAI product success in three key metrics
·30 minutes622 StudentsWatch
Denys LinkovHow to Measure Your Product's Business Impact
·30 minutes617 StudentsWatch
Jon HarmerHow To Segment Your Data To Acquire More Customers
·45 minutes581 StudentsWatch
Anthony ScarpaciCrack Your Data Science Interviews
·3 lessons550 StudentsWatch
Manisha AroraDevelop Analytical Thinking (with AI)
·45 minutes545 StudentsWatch
Matthew Brandt (Matty)Build dashboards that drive alignment and action
·30 minutes535 StudentsWatch
George Xing💭 Build a Data Storytelling Agent with Claude
·30 minutes510 StudentsWatch
Gulrez KhanSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes463 StudentsWatch
Enrico BertiniHow to Stop Shipping Blind with AI-Built Products
·45 minutes431 StudentsWatch
Gregor SpielmannCreate a Data Blueprint for Product-led Growth
·30 minutes430 StudentsWatch
Hila Qu💭 The Art of Telling Stories with Data
·45 minutes401 StudentsWatch
Gulrez KhanAI Evals vs. Product Metrics: A 30min Crash Course
·30 minutes392 StudentsWatch
Stella LiuHow to Vibe Code with Lovable and Amplitude
·45 minutes391 StudentsWatch
Dmitrii (Dima) Abramov and Jake LeeBuild an AI-Ready Analytics Program for Humans and Agents
·45 minutes373 StudentsWatch
Jim Gordon and Jim KultgenTypes Of Experiments Rundown
·45 minutes352 StudentsWatch
Jakub LinowskiOpen Models 101: What Are They and How to Use Them
·60 minutes345 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanHow to Automate Your Cash Flow Forecast in Minutes
·45 minutes329 StudentsWatch
Carl Seidman3 Effective AI Methods for Better ROI Forecasting
·30 minutes316 StudentsWatch
Jenny WangerUse AI Research to Discover Who Actually Wants What You Sell
·45 minutes290 StudentsWatch
Abi AwomosuLeverage AI to Drive Better API Product Decisions
·45 minutes287 StudentsWatch
Derric Gilling and Emmanuel ParaskakisBuild an AI Data Crew for your Digital Marketing
·45 minutes269 StudentsWatch
Carmelo IariaFuture-Proof Your Data Career: The AI-Era Playbook
·45 minutes263 StudentsWatch
Paras DoshiExperience metrics: Say goodbye to product use metrics & NPS
·60 minutes260 StudentsWatch
Christine Perfetti and Jared M. SpoolValidate Your Idea with Data Before You Build
·45 minutes255 StudentsWatch
Elena AvramenkoFix 4 Errors in AI Data Analysis Before the CEO Sees It
·45 minutes253 StudentsWatch
Nicky Bell, PhDCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes248 StudentsWatch
Nicky Bell, PhDDesign Metrics That Don't Lie with AI
·45 minutes240 StudentsWatch
Hai Guan, Shane Butler, and Sravya MadipalliDesign Experiments for AI Features
·60 minutes234 StudentsWatch
Shane ButlerHow Product Managers Can Build Adaptive AI Roadmaps
·30 minutes229 StudentsWatch
Hussam AhmadTurn Roadmaps into ROI: Business Metrics for PMs
·60 minutes228 StudentsWatch
Elena LeonovaMaking Sense of SQL (even if you're not an engineer)
·30 minutes209 StudentsWatch
Emma BorosonSearch Trends in 2026 - by the numbers
·60 minutes193 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerMap AI Usage to Deliverables
·30 minutes192 StudentsWatchVyoma GajjarBuild a Price Volume Mix Bridge in 15 Mins With Claude+Excel
·45 minutes184 StudentsWatch
Asif MasaniCracking A/B Testing Interviews
·45 minutes171 StudentsWatch
Siddarth RHow NOT to Lie with Charts
·60 minutes156 StudentsWatch
Enrico BertiniFind the Market Shifts Big Companies Miss
·60 minutes156 StudentsWatch
Sarah Evangeline NormanCan You Trust It? 4 Ways Data Visualizations Mislead
·60 minutes152 StudentsWatch
Enrico BertiniCatch 7 AI Analysis Mistakes Before They Drive Decisions
·45 minutes145 StudentsWatch
Paras DoshiAssess Your AI Data and Analytics Capabilities in 30 Minutes
·30 minutes144 StudentsWatch
Paras DoshiBeyond Pretty Dashboards: Data Storytelling that Lands
·30 minutes136 StudentsWatch
Bruno FelixBuild with Claude & Lovable: Voice of the Customer dashboard
·45 minutes132 StudentsWatch
Rona RuthenHow to Design a Metrics-First Recommender System
·60 minutes128 StudentsWatch
Katerina Zanos3 signs that your Google Analytics marketing data is broken
·45 minutes120 StudentsWatch
Steen RasmussenHow I Use AI to Spot Onboarding Friction In Minutes
·30 minutes120 StudentsWatch
Ramli John3 Things Data Professionals Should Never Outsource to AI
·30 minutes120 StudentsWatch
Paras DoshiDon'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)Data Analysis With Excel
·30 minutes114 StudentsWatch
Darshan ChauhanBuild-a-long: create an AI data architecture in 60 mins
·60 minutes113 StudentsWatch
Ian JohnsTurn a 300-Page Annual Report Into Insights in 15 mins
·60 minutes109 StudentsWatch
Asif MasaniRapid Experimentation with AI and Advanced Techniques
·60 minutes94 StudentsWatch
Mirza Rahim Baig and Vishnukant PeddawadBuild 3 AI Harnesses for Trustworthy Analytics
·45 minutes91 StudentsWatch
Paras DoshiHow to Set A/B Test Duration for Faster Shipping
·45 minutes86 StudentsWatch
Andrew MendeYour Data Is a Mess — Power Query Can Fix That
·45 minutes86 StudentsWatch
Seidman FinancialBuild Your AI Search Strategy Beyond SEO
·30 minutes82 StudentsWatch
Mostafa ElBermawyHow to Master the Art of Data Science in Accounting
·45 minutes82 StudentsWatch
Alex HarlanSpot eCom CRM Revenue Leaks Fast: A Retention Diagnostic
·60 minutes70 StudentsWatch
Nasima AhmedWhy Businesses Don't Need Faster Decision-Making
·45 minutes69 StudentsWatch
Matthew Brandt (Matty)Finance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·60 minutes68 StudentsWatch
Lance Rubin and Paul BarnhurstAI-Native Product Management Certification
·6 lessons60 StudentsWatch
Dr. Marily NikaBudgeting Is Broken: How FP&A Leaders Can Fix It
·45 minutes59 StudentsWatch
Seidman FinancialHow to Build Strategic Judgment in Analytics
·45 minutes50 StudentsWatch
Seth ForbesNow What? How to Decide What Analysis to Run on Your Data
·30 minutes45 StudentsWatch
Laura Harris, Ph.D.5 Common Mistakes in A/B Testing
·45 minutes44 StudentsWatch
Andrew MendeHow to Present Hiring Metrics Like a Strategic TA Leader
·60 minutes42 StudentsWatch
Preston SharpstonTurn Claude Cowork Into Your Personal Web Scraper
·45 minutes36 StudentsWatch
Sol FarahmandFrom Insight Factory to Decision Engine using AI
·60 minutes35 StudentsWatch
Pier MartinProve Your Prompt Change Actually Helped
·30 minutes32 StudentsWatch
Bruno Gonçalves