Cohort-based courses
AI Analytics for Everyone


+ Sravya Madipalli and Hai Guan
Build Agentic Analytics in Claude Code 101
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+ Sravya Madipalli and Hai Guan
Advanced Topics in Practical A/B Testing
AI Evals and Analytics Playbook


Accelerating Innovation with A/B Testing
Mastering the Data Quality Playbook for Data Professionals
Data Storytelling: Turn Insights Into Influence

Design KPIs: Measure and Prove the ROI of UX

Physical Oil Trading & ETRM Masterclass

Budgeting and Rolling Forecasts

1-day workshops
Intro to Agentic Analytics in Claude Code


+ Sravya Madipalli and Hai Guan
Causal Inference for Real World Decision Making
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How AI-First SEOs Use Claude To Solve SEO Problems

Create Your Decision Criteria Catalogue

Gather data requirements in 30 minutes using a shared language
Design KPIs: Measure and Prove the ROI of UX

Data Visualization for Public Health
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SQL for data science interviews
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Mastering Web & Social Media Analytics for business impact

AI for b2b Product Managers


Business Metrics for Product Leaders

Free Lightning Lessons
AI Feature Analytics: A Practical Framework
·Jun 16·30 minutes737 StudentsLive
Glenn VanderlindenExperimentation in the age of AI
·30 minutes1,212 StudentsWatch
Manisha AroraYour AI feature needs evals, not just analytics
·Jun 15·30 minutes1,392 StudentsLive
Dr. Marily NikaAutomate Your PM Workflow with Claude Code and Analytics
·45 minutes881 StudentsWatch
Frank LeeThe Analytics Mindset Behind Effective AI Evals
·Jun 24·30 minutes835 StudentsLive
Stella LiuBuild AI Workflows That Actually Save PM Time
·45 minutes1,017 StudentsWatch
Enzo AvigoHow to Vibe Code with Lovable and Amplitude
·Jun 18·45 minutes350 StudentsLive
Dmitrii (Dima) Abramov and Jake LeeDevelop North Star Metrics with AI
·60 minutes775 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanBecome a Data Driven AI PM by Automating your Reporting
·45 minutes875 StudentsWatch
Mahesh YadavBuild an AI-Ready Analytics Program for Humans and Agents
·Jun 18·45 minutes301 StudentsLive
Jim Gordon and Jim KultgenNorth Star Metrics for AI Agents
·45 minutes510 StudentsWatch
Sandhya Hegde and Justin BauerThe Multi-Agent Team to Build Full Stack Products
·Jun 26·60 minutes963 StudentsLive
Hamza Farooq and Aishwarya AshokClaude Code for PMs: Data to Decisions Workflows
·30 minutes16,489 StudentsWatch
Caitlin SullivanAgentic Experiment Design & Analysis
·60 minutes1,213 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai Guan💭 Turn Data and AI Into Stories People Actually Remember
·30 minutes505 StudentsWatch
Gulrez KhanDevelop Analytical Thinking (with AI)
·Jun 24·45 minutes401 StudentsLive
Matthew Brandt (Matty)Build an AI Growth Optimization System
·Jun 26·45 minutes987 StudentsLive
Eric MetelkaCracking A/B Testing Interviews
·45 minutes133 StudentsWatch
Siddarth RHow to Measure & Grow Your AI Search Visibility (AEO)
·Jun 25·45 minutes390 StudentsLive
Georgie KempValidate Your Idea with Data Before You Build
·Jun 25·120 minutes187 StudentsLive
Elena AvramenkoFix 4 Errors in AI Data Analysis Before the CEO Sees It
·Jun 18·45 minutes191 StudentsLive
Nicky Bell, PhDCrack Your Data Science Interviews
·Jun 5·3 lessons511 StudentsLive
Manisha AroraUse AI Research to Discover Who Actually Wants What You Sell
·Jun 17·45 minutes252 StudentsLive
Abi AwomosuDecoding Data Science Roles
·45 minutes91 StudentsWatch
Siddarth RStop Letting Your LLM "Find the Issues" In Your Data
·Jun 24·45 minutes178 StudentsLive
Shreya Shankar and Hamel HusainHow to Stop Shipping Blind with AI-Built Products
·Jun 23·45 minutes396 StudentsLive
Gregor SpielmannYour first quant analysis in Claude Code
·Aug 13·30 minutes169 StudentsLive
Ruby PryorAnalyze Product Data w/ Claude Code Opus 4.6
·120 minutes1,479 StudentsWatch
Shane Butler, Hai Guan, and Sravya MadipalliBuild an AI Data Crew for your Digital Marketing
·Jul 1·45 minutes164 StudentsLive
Carmelo IariaHow To Measure UX and Design Impact
·60 minutes651 StudentsWatch
Vitaly FriedmanHow Big Tech Actually Evaluates DS Candidates
·Jun 19·45 minutes73 StudentsLive
Siddarth RBuild Slide Decks in Claude Code
·60 minutes1,073 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerFind the Market Shifts Big Companies Miss
·Jun 25·60 minutes36 StudentsLive
Sarah Evangeline NormanRoot Cause Analysis in Claude Code
·60 minutes865 StudentsWatch%2520(1).png&w=1536&q=75)
Shane Butler, Sravya Madipalli, and Hai GuanRun and Analyze Experiments with CIaude Code
·60 minutes832 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerBuild a Marketing Mix Model in 30 Minutes with Claude Code
·45 minutes369 StudentsWatch
Gui Diaz-BerrioFinance Lab Session 11- Financial Modelling and Excel Are Not Dead. Stop Believing the AI Slop
·Jun 18·60 minutes44 StudentsLive
Lance Rubin and Paul BarnhurstWhy Most Data Platform Failures Happen Before Build Starts
·Jul 1·45 minutes32 StudentsLive
Dheeraj SaxenaCrack Product Sense & Analytics Interviews with AI
·60 minutes1,322 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerYour Data Is a Mess — Power Query Can Fix That
·45 minutes80 StudentsWatch
Seidman FinancialTurn a 300-Page Annual Report Into Insights in 15 mins
·Jun 18·60 minutes74 StudentsLive
Asif MasaniAI-Native Product Management Certification
·May 25·7 lessons39 StudentsLive
Dr. Marily NikaHow Experienced Growth PMs Analyze Data with AI
·30 minutes5,182 StudentsWatch
Hilary Gridley and Tal RavivDesign Product Analysis with Claude Code
·60 minutes824 StudentsWatch
Shane Butler, Hai Guan, and Sravya MadipalliData Visualization with Claude Code
·60 minutes819 StudentsWatch
Shane Butler, Sravya Madipalli, and Hai GuanAI Evals vs. Product Metrics: A 30min Crash Course
·30 minutes361 StudentsWatch
Stella LiuSearch Trends in 2026 - by the numbers
·60 minutes185 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerFrom Messy Trial Balance to Financial Statements in 15 mins
·45 minutes138 StudentsWatch
Asif MasaniDriving Impact in UX & Product: Metrics, Accessibility & AI
·3 lessons2,296 StudentsWatch
Vitaly FriedmanQuick Introduction to A/B Testing
·30 minutes829 StudentsWatch
Ronny KohaviTurn Insights to Action in Claude Code
·60 minutes616 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerKickstart Your Recommender System
·60 minutes91 StudentsWatch
Katerina ZanosCan AI Actually Answer Your Data Questions?
·Jul 22·45 minutes16 StudentsLive
Shreya Shankar and Hamel HusainAnalyze Metric Trade-offs in Claude Code
·60 minutes645 StudentsWatch
Sravya Madipalli, Hai Guan, and Shane ButlerCreate a Data Blueprint for Product-led Growth
·30 minutes430 StudentsWatch
Hila QuDesign Experiments for AI Features
·60 minutes227 StudentsWatch
Shane ButlerAI for Marketing: How to Audit Your Content Strategy with AI
·60 minutes219 StudentsWatch
Lisa PeytonCracking A/B Testing Interviews
·30 minutes1,734 StudentsWatch
Siddarth R and Banani MohapatraAdvanced FP&A: Financial Modeling with Dynamic Excel
·45 minutes1,439 StudentsWatch
Carl SeidmanHow To Segment Your Data To Acquire More Customers
·45 minutes577 StudentsWatch
Anthony ScarpaciA/B Testing Replication Crisis: Lessons from 10 A/B tests
·45 minutes345 StudentsWatch
Ronny KohaviExperience metrics: Say goodbye to product use metrics & NPS
·60 minutes255 StudentsWatch
Christine Perfetti and Jared M. SpoolCatch Three AI Analysis Errors -- Before You Run The Numbers
·30 minutes242 StudentsWatch
Nicky Bell, PhDDesign Metrics That Don't Lie with AI
·45 minutes237 StudentsWatch
Hai Guan, Shane Butler, and Sravya MadipalliHow to Master the Art of Data Science in Accounting
·45 minutes75 StudentsWatch
Alex HarlanBudgeting Is Broken: How FP&A Leaders Can Fix It
·45 minutes56 StudentsWatch
Seidman FinancialData Governance for Managers - In the Age of AI
·45 minutes23 StudentsWatch
Emmanuel AsimadiMaster Unstructured Data in Python [Free Hands-on workshop]
·60 minutes19 StudentsWatch
Mirza Rahim BaigDefend Your L&D Return-on-Investment in 30 Minutes
·30 minutes11 StudentsWatch
William BrantleyUnlock Accurate AI Forecasts with Superior Metrics
·30 minutes939 StudentsWatch
Valeriy ManokhinTurn Product Data into Growth Decisions
·30 minutes930 StudentsWatch
Jolie ZwickA/B Testing Myths
·45 minutes796 StudentsWatch
Ronny KohaviData Wisdom: Making Better Decisions in a Data-Rich World
·30 minutes775 StudentsWatch
Annie DukeAI product success in three key metrics
·30 minutes622 StudentsWatch
Denys LinkovHow to Measure Your Product's Business Impact
·30 minutes610 StudentsWatch
Jon HarmerHow to measure design success
·30 minutes584 StudentsWatch
Nick BabichBuild dashboards that drive alignment and action
·30 minutes530 StudentsWatch
George XingSame Data, Different Charts: How Visuals Shape Data Messages
·60 minutes459 StudentsWatch
Enrico BertiniAI-powered Data Analysis with Claude and MCP
·30 minutes417 StudentsWatch
George Xing💭 The Art of Telling Stories with Data
·45 minutes391 StudentsWatch
Gulrez KhanTypes Of Experiments Rundown
·45 minutes350 StudentsWatch
Jakub LinowskiHow to Automate Your Cash Flow Forecast in Minutes
·45 minutes323 StudentsWatch
Carl Seidman3 Effective AI Methods for Better ROI Forecasting
·30 minutes312 StudentsWatch
Jenny WangerLeverage AI to Drive Better API Product Decisions
·45 minutes285 StudentsWatch
Derric Gilling and Emmanuel ParaskakisTurn Roadmaps into ROI: Business Metrics for PMs
·60 minutes217 StudentsWatch
Elena LeonovaMap AI Usage to Deliverables
·30 minutes186 StudentsWatchVyoma GajjarMaking Sense of SQL (even if you're not an engineer)
·30 minutes175 StudentsWatch
Emma BorosonHow NOT to Lie with Charts
·60 minutes155 StudentsWatch
Enrico BertiniCan You Trust It? 4 Ways Data Visualizations Mislead
·60 minutes151 StudentsWatch
Enrico BertiniBeyond Pretty Dashboards: Data Storytelling that Lands
·30 minutes127 StudentsWatch
Bruno FelixHow to Design a Metrics-First Recommender System
·60 minutes123 StudentsWatch
Katerina Zanos3 signs that your Google Analytics marketing data is broken
·45 minutes118 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 minutes113 StudentsWatch
DataSkillz and Dr. Junaid Qazi (PhD)How to Set A/B Test Duration for Faster Shipping
·45 minutes85 StudentsWatch
Andrew MendeSpot eCom CRM Revenue Leaks Fast: A Retention Diagnostic
·60 minutes69 StudentsWatch
Nasima AhmedWhy Businesses Don't Need Faster Decision-Making
·45 minutes64 StudentsWatch
Matthew Brandt (Matty)Finance Lab Session 10 - Power BI, Fabric planning and AI
·60 minutes50 StudentsWatch
Lance Rubin and Khaled Chowdry5 Common Mistakes in A/B Testing
·45 minutes43 StudentsWatch
Andrew MendeNow What? How to Decide What Analysis to Run on Your Data
·30 minutes41 StudentsWatch
Laura Harris, Ph.D.How to Present Hiring Metrics Like a Strategic TA Leader
·60 minutes41 StudentsWatch
Preston SharpstonCrack SQL for Data Science Interviews
·30 minutes31 StudentsWatch
Anirban BhattacharyyaFrom Insight Factory to Decision Engine using AI
·60 minutes28 StudentsWatch
Pier MartinStop the Drop-off: From Sign Up to Sale
·30 minutes26 StudentsWatch
Karina KarnData Science Demystified
·30 minutes15 StudentsWatch
Savitha NamuduriData Governance in the age of AI (DAMA aligned)
·30 minutes14 StudentsWatch
Emmanuel AsimadiData Science Demystified June Session
·30 minutes11 StudentsWatch
Savitha NamuduriWhy Your A/B Test Results Are Probably Wrong
·30 minutes5 StudentsWatch
Alina Bezchotnikova