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AnalyticsAI for PMsAgentic AIAI EvalsVibe CodingProduct SenseProduct DiscoveryUser ResearchPrototypingGrowthTech FoundationsStrategyInfluenceLeadershipCareer Growth

Cohort-based courses

Guided programs to get real results.

AI Analytics for Builders

4.9
·5 weeks·Jun 15 – Jul 19
Shane Butler Principal Data Scientist @ Ontra

+ Sravya Madipalli and Hai Guan

Claude Code Analytics Bootcamp

4.9
·2 days·Jun 13 – Jun 14
Shane Butler Principal Data Scientist @ Ontra

+ Sravya Madipalli and Hai Guan

Advanced Topics in Practical A/B Testing

5.0
·3 days·Jun 15 – Jun 17
Dr. Ronny Kohavi Author of best-selling A/B testing book

AI Evals and Analytics Playbook

5.0
·3 weeks·Jun 1 – Jun 22
Stella Liu Head of AI Applied Science
Amy Chen Cofounder, AI Evals & Analytics

Accelerating Innovation with A/B Testing

4.8
·2 weeks·Sep 14 – Sep 24
Dr. Ronny Kohavi Author of best-selling A/B testing book

Design KPIs: Measure and Prove the ROI of UX

4 weeks·Oct 20 – Nov 14
Vitaly Friedman Sr. UX Lead • LinkedIn Top Voice in UX

1-day workshops

Short, focused sessions to build specific skills.

Intro to Claude Code Analytics

4.8
·3 hours·Aug 19
Shane Butler Principal Data Scientist @ Ontra

+ Sravya Madipalli and Hai Guan

Design KPIs: Measure and Prove the ROI of UX

4 hours·Jul 16
Vitaly Friedman Sr. UX Lead • LinkedIn Top Voice in UX

AI for b2b Product Managers

NEW·2 hours·Jul 28
Natalia Burina AI Product Leader ex Meta AI, Salesforce
Gayathri R Geetha Sr. Director of Product at Salesforce

Business Metrics for Product Leaders

NEW·4 hours·Jul 9
Corinna Stukan Learn how to speak the business language

Free Lightning Lessons

Interactive sessions to explore new topics.
  • Become a Data Driven AI PM by Automating your Reporting

    Watch
    ·45 minutes855 Students
    Mahesh Yadav
  • Automate Your PM Workflow with Claude Code and Analytics

    Watch
    ·45 minutes862 Students
    Frank Lee
  • AI Feature Analytics: A Practical Framework

    Live
    ·Jun 16·30 minutes635 Students
    Glenn Vanderlinden
  • Build AI Workflows That Actually Save PM Time

    Live
    ·Jun 12·45 minutes995 Students
    Enzo Avigo
  • Your AI feature needs evals, not just analytics

    Live
    ·Jun 15·30 minutes1,303 Students
    Dr. Marily Nika
  • How to Vibe Code with Lovable and Amplitude

    Live
    ·Jun 18·45 minutes339 Students
    Dmitrii (Dima) Abramov and Jake Lee
  • Develop North Star Metrics with AI

    Live
    ·Jun 12·60 minutes740 Students
    Shane Butler, Sravya Madipalli, and Hai Guan
  • Agentic Experiment Design & Analysis

    Watch
    ·60 minutes1,200 Students
    Shane Butler, Sravya Madipalli, and Hai Guan
  • North Star Metrics for AI Agents

    Watch
    ·45 minutes503 Students
    Sandhya Hegde and Justin Bauer
  • Build an AI Growth Optimization System

    Live
    ·Jun 17·45 minutes977 Students
    Eric Metelka
  • Build an AI-Ready Analytics Program for Humans and Agents

    Live
    ·Jun 18·45 minutes270 Students
    Jim Gordon and Jim Kultgen
  • Stop Letting Your LLM "Find the Issues" In Your Data

    Live
    ·Jun 24·45 minutes174 Students
    Shreya Shankar and Hamel Husain
  • The Multi-Agent Team to Build Full Stack Products

    Live
    ·Jun 26·60 minutes948 Students
    Hamza Farooq and Aishwarya Ashok
  • Cracking A/B Testing Interviews

    Live
    ·Jun 12·45 minutes122 Students
    Siddarth R
  • Crack Your Data Science Interviews

    Live
    ·Jun 5·3 lessons504 Students
    Manisha Arora
  • Claude Code for PMs: Data to Decisions Workflows

    Watch
    ·30 minutes16,473 Students
    Caitlin Sullivan
  • Develop Analytical Thinking (with AI)

    Live
    ·Jun 24·45 minutes380 Students
    Matthew Brandt (Matty)
  • Validate Your Idea with Data Before You Build

    Live
    ·Jun 25·120 minutes180 Students
    Elena Avramenko
  • How to Stop Shipping Blind with AI-Built Products

    Live
    ·Jun 23·45 minutes387 Students
    Gregor Spielmann
  • Can AI Actually Answer Your Data Questions?

    Live
    ·Jul 22·45 minutes16 Students
    Shreya Shankar and Hamel Husain
  • Your first quant analysis in Claude Code

    Live
    ·Aug 13·30 minutes165 Students
    Ruby Pryor
  • Analyze Product Data w/ Claude Code Opus 4.6

    Watch
    ·120 minutes1,476 Students
    Shane Butler, Hai Guan, and Sravya Madipalli
  • Find the Market Shifts Big Companies Miss

    Live
    ·Jun 25·60 minutes34 Students
    Sarah Evangeline Norman
  • Build Slide Decks in Claude Code

    Watch
    ·60 minutes1,070 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • Run and Analyze Experiments with CIaude Code

    Watch
    ·60 minutes830 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • AI Evals vs. Product Metrics: A 30min Crash Course

    Watch
    ·30 minutes360 Students
    Stella Liu
  • Search Trends in 2026 - by the numbers

    Watch
    ·60 minutes184 Students
    Dawn Anderson, Doug Turnbull, and Trey Grainger
  • How Experienced Growth PMs Analyze Data with AI

    Watch
    ·30 minutes5,181 Students
    Hilary Gridley and Tal Raviv
  • Turn Insights to Action in Claude Code

    Watch
    ·60 minutes616 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • Crack Product Sense & Analytics Interviews with AI

    Watch
    ·60 minutes1,320 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • Quick Introduction to A/B Testing

    Watch
    ·30 minutes829 Students
    Ronny Kohavi
  • Design Product Analysis with Claude Code

    Watch
    ·60 minutes823 Students
    Shane Butler, Hai Guan, and Sravya Madipalli
  • Data Visualization with Claude Code

    Watch
    ·60 minutes817 Students
    Shane Butler, Sravya Madipalli, and Hai Guan
  • Design Experiments for AI Features

    Watch
    ·60 minutes227 Students
    Shane Butler
  • AI-Native Product Management Certification

    Live
    ·May 25·7 lessons37 Students
    Dr. Marily Nika
  • Analyze Metric Trade-offs in Claude Code

    Watch
    ·60 minutes645 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • A/B Testing Replication Crisis: Lessons from 10 A/B tests

    Watch
    ·45 minutes345 Students
    Ronny Kohavi
  • How to measure design success

    Watch
    ·30 minutes584 Students
    Nick Babich
  • How To Segment Your Data To Acquire More Customers

    Watch
    ·45 minutes577 Students
    Anthony Scarpaci
  • Create a Data Blueprint for Product-led Growth

    Watch
    ·30 minutes429 Students
    Hila Qu
  • Catch Three AI Analysis Errors -- Before You Run The Numbers

    Watch
    ·30 minutes242 Students
    Nicky Bell, PhD
  • Design Metrics That Don't Lie with AI

    Watch
    ·45 minutes237 Students
    Hai Guan, Shane Butler, and Sravya Madipalli
  • Making Sense of SQL (even if you're not an engineer)

    Watch
    ·30 minutes175 Students
    Emma Boroson
  • Kickstart Your Recommender System

    Watch
    ·60 minutes89 Students
    Katerina Zanos
  • Unlock Accurate AI Forecasts with Superior Metrics

    Watch
    ·30 minutes939 Students
    Valeriy Manokhin
  • Turn Product Data into Growth Decisions

    Watch
    ·30 minutes930 Students
    Jolie Zwick
  • A/B Testing Myths

    Watch
    ·45 minutes796 Students
    Ronny Kohavi
  • Data Wisdom: Making Better Decisions in a Data-Rich World

    Watch
    ·30 minutes775 Students
    Annie Duke
  • AI product success in three key metrics

    Watch
    ·30 minutes622 Students
    Denys Linkov
  • How to Measure Your Product's Business Impact

    Watch
    ·30 minutes610 Students
    Jon Harmer
  • Build dashboards that drive alignment and action

    Watch
    ·30 minutes530 Students
    George Xing
  • 💭 The Art of Telling Stories with Data

    Watch
    ·45 minutes391 Students
    Gulrez Khan
  • Types Of Experiments Rundown

    Watch
    ·45 minutes350 Students
    Jakub Linowski
  • 3 Effective AI Methods for Better ROI Forecasting

    Watch
    ·30 minutes312 Students
    Jenny Wanger
  • Leverage AI to Drive Better API Product Decisions

    Watch
    ·45 minutes285 Students
    Derric Gilling and Emmanuel Paraskakis
  • Experience metrics: Say goodbye to product use metrics & NPS

    Watch
    ·60 minutes254 Students
    Christine Perfetti and Jared M. Spool
  • Turn Roadmaps into ROI: Business Metrics for PMs

    Watch
    ·60 minutes217 Students
    Elena Leonova
  • How to Design a Metrics-First Recommender System

    Watch
    ·60 minutes123 Students
    Katerina Zanos
  • How I Use AI to Spot Onboarding Friction In Minutes

    Watch
    ·30 minutes117 Students
    Ramli John
  • How to Set A/B Test Duration for Faster Shipping

    Watch
    ·45 minutes85 Students
    Andrew Mende
  • 5 Common Mistakes in A/B Testing

    Watch
    ·45 minutes43 Students
    Andrew Mende
  • Now What? How to Decide What Analysis to Run on Your Data

    Watch
    ·30 minutes41 Students
    Laura Harris, Ph.D.
  • Stop the Drop-off: From Sign Up to Sale

    Watch
    ·30 minutes26 Students
    Karina Karn
  • Why Your A/B Test Results Are Probably Wrong

    Watch
    ·30 minutes5 Students
    Alina Bezchotnikova

Browse by topic

  • AI for PMs
  • Agentic AI
  • AI Evals
  • Vibe Coding
  • Product Sense
  • Product Discovery
  • User Research
  • Prototyping
  • Growth
  • Analytics
  • Tech Foundations
  • Strategy
  • Influence
  • Leadership
  • Career Growth
Product

Analytics

Cohort-based courses

Guided programs to get real results.

AI Analytics for Builders

4.9
·5 weeks·Jun 15 – Jul 19
Shane Butler Principal Data Scientist @ Ontra

+ Sravya Madipalli and Hai Guan

Claude Code Analytics Bootcamp

4.9
·2 days·Jun 13 – Jun 14
Shane Butler Principal Data Scientist @ Ontra

+ Sravya Madipalli and Hai Guan

Advanced Topics in Practical A/B Testing

5.0
·3 days·Jun 15 – Jun 17
Dr. Ronny Kohavi Author of best-selling A/B testing book

AI Evals and Analytics Playbook

5.0
·3 weeks·Jun 1 – Jun 22
Stella Liu Head of AI Applied Science
Amy Chen Cofounder, AI Evals & Analytics

Accelerating Innovation with A/B Testing

4.8
·2 weeks·Sep 14 – Sep 24
Dr. Ronny Kohavi Author of best-selling A/B testing book

Design KPIs: Measure and Prove the ROI of UX

4 weeks·Oct 20 – Nov 14
Vitaly Friedman Sr. UX Lead • LinkedIn Top Voice in UX

1-day workshops

Short, focused sessions to build specific skills.

Intro to Claude Code Analytics

4.8
·3 hours·Aug 19
Shane Butler Principal Data Scientist @ Ontra

+ Sravya Madipalli and Hai Guan

Design KPIs: Measure and Prove the ROI of UX

4 hours·Jul 16
Vitaly Friedman Sr. UX Lead • LinkedIn Top Voice in UX

AI for b2b Product Managers

NEW·2 hours·Jul 28
Natalia Burina AI Product Leader ex Meta AI, Salesforce
Gayathri R Geetha Sr. Director of Product at Salesforce

Business Metrics for Product Leaders

NEW·4 hours·Jul 9
Corinna Stukan Learn how to speak the business language

Free Lightning Lessons

Interactive sessions to explore new topics.
  • Become a Data Driven AI PM by Automating your Reporting

    Watch
    ·45 minutes855 Students
    Mahesh Yadav
  • Automate Your PM Workflow with Claude Code and Analytics

    Watch
    ·45 minutes862 Students
    Frank Lee
  • AI Feature Analytics: A Practical Framework

    Live
    ·Jun 16·30 minutes635 Students
    Glenn Vanderlinden
  • Build AI Workflows That Actually Save PM Time

    Live
    ·Jun 12·45 minutes995 Students
    Enzo Avigo
  • Your AI feature needs evals, not just analytics

    Live
    ·Jun 15·30 minutes1,303 Students
    Dr. Marily Nika
  • How to Vibe Code with Lovable and Amplitude

    Live
    ·Jun 18·45 minutes339 Students
    Dmitrii (Dima) Abramov and Jake Lee
  • Develop North Star Metrics with AI

    Live
    ·Jun 12·60 minutes740 Students
    Shane Butler, Sravya Madipalli, and Hai Guan
  • Agentic Experiment Design & Analysis

    Watch
    ·60 minutes1,200 Students
    Shane Butler, Sravya Madipalli, and Hai Guan
  • North Star Metrics for AI Agents

    Watch
    ·45 minutes503 Students
    Sandhya Hegde and Justin Bauer
  • Build an AI Growth Optimization System

    Live
    ·Jun 17·45 minutes977 Students
    Eric Metelka
  • Build an AI-Ready Analytics Program for Humans and Agents

    Live
    ·Jun 18·45 minutes270 Students
    Jim Gordon and Jim Kultgen
  • Stop Letting Your LLM "Find the Issues" In Your Data

    Live
    ·Jun 24·45 minutes174 Students
    Shreya Shankar and Hamel Husain
  • The Multi-Agent Team to Build Full Stack Products

    Live
    ·Jun 26·60 minutes948 Students
    Hamza Farooq and Aishwarya Ashok
  • Cracking A/B Testing Interviews

    Live
    ·Jun 12·45 minutes122 Students
    Siddarth R
  • Crack Your Data Science Interviews

    Live
    ·Jun 5·3 lessons504 Students
    Manisha Arora
  • Claude Code for PMs: Data to Decisions Workflows

    Watch
    ·30 minutes16,473 Students
    Caitlin Sullivan
  • Develop Analytical Thinking (with AI)

    Live
    ·Jun 24·45 minutes380 Students
    Matthew Brandt (Matty)
  • Validate Your Idea with Data Before You Build

    Live
    ·Jun 25·120 minutes180 Students
    Elena Avramenko
  • How to Stop Shipping Blind with AI-Built Products

    Live
    ·Jun 23·45 minutes387 Students
    Gregor Spielmann
  • Can AI Actually Answer Your Data Questions?

    Live
    ·Jul 22·45 minutes16 Students
    Shreya Shankar and Hamel Husain
  • Your first quant analysis in Claude Code

    Live
    ·Aug 13·30 minutes165 Students
    Ruby Pryor
  • Analyze Product Data w/ Claude Code Opus 4.6

    Watch
    ·120 minutes1,476 Students
    Shane Butler, Hai Guan, and Sravya Madipalli
  • Find the Market Shifts Big Companies Miss

    Live
    ·Jun 25·60 minutes34 Students
    Sarah Evangeline Norman
  • Build Slide Decks in Claude Code

    Watch
    ·60 minutes1,070 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • Run and Analyze Experiments with CIaude Code

    Watch
    ·60 minutes830 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • AI Evals vs. Product Metrics: A 30min Crash Course

    Watch
    ·30 minutes360 Students
    Stella Liu
  • Search Trends in 2026 - by the numbers

    Watch
    ·60 minutes184 Students
    Dawn Anderson, Doug Turnbull, and Trey Grainger
  • How Experienced Growth PMs Analyze Data with AI

    Watch
    ·30 minutes5,181 Students
    Hilary Gridley and Tal Raviv
  • Turn Insights to Action in Claude Code

    Watch
    ·60 minutes616 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • Crack Product Sense & Analytics Interviews with AI

    Watch
    ·60 minutes1,320 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • Quick Introduction to A/B Testing

    Watch
    ·30 minutes829 Students
    Ronny Kohavi
  • Design Product Analysis with Claude Code

    Watch
    ·60 minutes823 Students
    Shane Butler, Hai Guan, and Sravya Madipalli
  • Data Visualization with Claude Code

    Watch
    ·60 minutes817 Students
    Shane Butler, Sravya Madipalli, and Hai Guan
  • Design Experiments for AI Features

    Watch
    ·60 minutes227 Students
    Shane Butler
  • AI-Native Product Management Certification

    Live
    ·May 25·7 lessons37 Students
    Dr. Marily Nika
  • Analyze Metric Trade-offs in Claude Code

    Watch
    ·60 minutes645 Students
    Sravya Madipalli, Hai Guan, and Shane Butler
  • A/B Testing Replication Crisis: Lessons from 10 A/B tests

    Watch
    ·45 minutes345 Students
    Ronny Kohavi
  • How to measure design success

    Watch
    ·30 minutes584 Students
    Nick Babich
  • How To Segment Your Data To Acquire More Customers

    Watch
    ·45 minutes577 Students
    Anthony Scarpaci
  • Create a Data Blueprint for Product-led Growth

    Watch
    ·30 minutes429 Students
    Hila Qu
  • Catch Three AI Analysis Errors -- Before You Run The Numbers

    Watch
    ·30 minutes242 Students
    Nicky Bell, PhD
  • Design Metrics That Don't Lie with AI

    Watch
    ·45 minutes237 Students
    Hai Guan, Shane Butler, and Sravya Madipalli
  • Making Sense of SQL (even if you're not an engineer)

    Watch
    ·30 minutes175 Students
    Emma Boroson
  • Kickstart Your Recommender System

    Watch
    ·60 minutes89 Students
    Katerina Zanos
  • Unlock Accurate AI Forecasts with Superior Metrics

    Watch
    ·30 minutes939 Students
    Valeriy Manokhin
  • Turn Product Data into Growth Decisions

    Watch
    ·30 minutes930 Students
    Jolie Zwick
  • A/B Testing Myths

    Watch
    ·45 minutes796 Students
    Ronny Kohavi
  • Data Wisdom: Making Better Decisions in a Data-Rich World

    Watch
    ·30 minutes775 Students
    Annie Duke
  • AI product success in three key metrics

    Watch
    ·30 minutes622 Students
    Denys Linkov
  • How to Measure Your Product's Business Impact

    Watch
    ·30 minutes610 Students
    Jon Harmer
  • Build dashboards that drive alignment and action

    Watch
    ·30 minutes530 Students
    George Xing
  • 💭 The Art of Telling Stories with Data

    Watch
    ·45 minutes391 Students
    Gulrez Khan
  • Types Of Experiments Rundown

    Watch
    ·45 minutes350 Students
    Jakub Linowski
  • 3 Effective AI Methods for Better ROI Forecasting

    Watch
    ·30 minutes312 Students
    Jenny Wanger
  • Leverage AI to Drive Better API Product Decisions

    Watch
    ·45 minutes285 Students
    Derric Gilling and Emmanuel Paraskakis
  • Experience metrics: Say goodbye to product use metrics & NPS

    Watch
    ·60 minutes254 Students
    Christine Perfetti and Jared M. Spool
  • Turn Roadmaps into ROI: Business Metrics for PMs

    Watch
    ·60 minutes217 Students
    Elena Leonova
  • How to Design a Metrics-First Recommender System

    Watch
    ·60 minutes123 Students
    Katerina Zanos
  • How I Use AI to Spot Onboarding Friction In Minutes

    Watch
    ·30 minutes117 Students
    Ramli John
  • How to Set A/B Test Duration for Faster Shipping

    Watch
    ·45 minutes85 Students
    Andrew Mende
  • 5 Common Mistakes in A/B Testing

    Watch
    ·45 minutes43 Students
    Andrew Mende
  • Now What? How to Decide What Analysis to Run on Your Data

    Watch
    ·30 minutes41 Students
    Laura Harris, Ph.D.
  • Stop the Drop-off: From Sign Up to Sale

    Watch
    ·30 minutes26 Students
    Karina Karn
  • Why Your A/B Test Results Are Probably Wrong

    Watch
    ·30 minutes5 Students
    Alina Bezchotnikova

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