📊 Data-Driven Product

Books about building products guided by user metrics and behavioral data, where every feature decision is validated by what customers actually do rather than what they say.

Data Strategy

by Bernard Marr • 2017

Profit from the data firehose: pick the right data, build a company that acts on it.

3.77

418

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Data Strategy 92%

Profit from the data firehose: pick the right data, build a company that acts on it.

by Bernard Marr 2017

3.77

418 ratings

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Lean Analytics

by Alistair Croll • 2013

Pick the right metric, ignore the rest: a stage-by-stage field guide to startup analytics.

4.11

8k+

🚀 Startup Strategy 📊 Business Metrics 🔄 Lean Methodology

Lean Analytics 91%

Pick the right metric, ignore the rest: a stage-by-stage field guide to startup analytics.

by Alistair Croll 2013

4.11

8k+ ratings

🚀 Startup Strategy 📊 Business Metrics 🔄 Lean Methodology

HBR Guide to Data Analytics Basics for Managers

by Harvard Business Review • 2018

The manager's checklist: what to verify before any number shapes your next decision.

3.86

383

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

HBR Guide to Data Analytics Basics for Managers Summary

HBR Guide to Data Analytics Basics for Managers 91%

The manager's checklist: what to verify before any number shapes your next decision.

by Harvard Business Review 2018

3.86

383 ratings

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

Product Operations

by Melissa Perri • 2023

The missing function that turns product management from an art into a repeatable system at scale.

3.86

302

📱 Product Management 📈 Operational Scaling 🔍 Customer Research

Product Operations 91%

The missing function that turns product management from an art into a repeatable system at scale.

by Melissa Perri 2023

3.86

302 ratings

📱 Product Management 📈 Operational Scaling 🔍 Customer Research

Big Data

by Bernard Marr • 2015

Most data projects fail because they start with data, not strategy. Five questions change that.

3.59

416

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Big Data 91%

Most data projects fail because they start with data, not strategy. Five questions change that.

by Bernard Marr 2015

3.59

416 ratings

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Evidence-Guided

by Itamar Gilad • 2023

Why most product teams ship the wrong features, and the framework that stops them.

4.46

178

🧭 Product Management 🚀 Lean Startup 🎯 OKRs

Evidence-Guided 91%

Why most product teams ship the wrong features, and the framework that stops them.

by Itamar Gilad 2023

4.46

178 ratings

🧭 Product Management 🚀 Lean Startup 🎯 OKRs

Product Leadership

by Richard Banfield • 2017

Building products and leading product teams are two different skills. Most PMs only learn the first.

3.65

1k+

📦 Product Management 💻 Tech Leadership 🧭 Product Strategy

Product Leadership 91%

Building products and leading product teams are two different skills. Most PMs only learn the first.

by Richard Banfield 2017

3.65

1k+ ratings

📦 Product Management 💻 Tech Leadership 🧭 Product Strategy

Big Data

by Viktor Mayer-Schönberger • 2013

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

3.69

9k+

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data

Big Data 91%

The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.

by Viktor Mayer-Schönberger 2013

3.69

9k+ ratings

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data

Data Analytics Made Accessible

by Anil Maheshwari • 2014

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

3.76

323

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

Data Analytics Made Accessible 91%

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

by Anil Maheshwari 2014

3.76

323 ratings

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

Web Analytics 2.0

by Avinash Kaushik • 2009

Your web data is lying to you. The framework that turns page views into decisions.

4.13

2k+

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Web Analytics 2.0 91%

Your web data is lying to you. The framework that turns page views into decisions.

by Avinash Kaushik 2009

4.13

2k+ ratings

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Product Management in Practice

by Matt Lemay • 2017

The product manager's real job is connecting people and navigating chaos, not choosing frameworks.

4.35

1k+

📱 Product Management 🧑‍💻 New Product Managers 🧑‍🎨 User-Centric Design

Product Management in Practice 91%

The product manager's real job is connecting people and navigating chaos, not choosing frameworks.

by Matt Lemay 2017

4.35

1k+ ratings

📱 Product Management 🧑‍💻 New Product Managers 🧑‍🎨 User-Centric Design

42 Rules of Product Management (2nd Edition)

by Brian Lawley • 2010

Passion fades. The real playbook: market obsession, firm no's, and evidence over ego.

3.75

150

📦 Product Management 🏗️ Lean Methodology 📊 Data-Driven Decisions

42 Rules of Product Management (2nd Edition) Summary

42 Rules of Product Management (2nd Edition) 91%

Passion fades. The real playbook: market obsession, firm no's, and evidence over ego.

by Brian Lawley 2010

3.75

150 ratings

📦 Product Management 🏗️ Lean Methodology 📊 Data-Driven Decisions

Keeping Up with the Quants

by Thomas H. Davenport • 2013

You hired the quants. Now learn the questions that turn their numbers into decisions.

3.57

585

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Keeping Up with the Quants 90%

You hired the quants. Now learn the questions that turn their numbers into decisions.

by Thomas H. Davenport 2013

3.57

585 ratings

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Behind Every Good Decision

by Piyanka Jain • 2014

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

3.60

144

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks

Behind Every Good Decision 90%

Analytics problems rarely need data scientists. A five-step framework anyone with Excel can use.

by Piyanka Jain 2014

3.60

144 ratings

📊 Business Analytics 📈 Data-Driven Decisions 🧩 Analytics Frameworks

Data Mining Techniques

by Michael J.A. Berry • 1997

How to pull business answers from transaction data using six core data mining techniques.

4.06

233

📊 Data-Driven Marketing 📈 Customer Analytics ⛏️ Data Mining

Data Mining Techniques 90%

How to pull business answers from transaction data using six core data mining techniques.

by Michael J.A. Berry 1997

4.06

233 ratings

📊 Data-Driven Marketing 📈 Customer Analytics ⛏️ Data Mining

Escaping the Build Trap

by Melissa Perri • 2018

Feature factories ship output. Products need outcomes. The framework for making the switch.

4.28

5k+

🧭 Product Management 🎯 Outcome-Driven Development 🗺️ Product Strategy

Escaping the Build Trap 90%

Feature factories ship output. Products need outcomes. The framework for making the switch.

by Melissa Perri 2018

4.28

5k+ ratings

🧭 Product Management 🎯 Outcome-Driven Development 🗺️ Product Strategy

Google Analytics

by Justin Cutroni • 2007

Turn Google Analytics from a hit counter into a decision engine with the right setup.

3.72

129

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

Google Analytics 90%

Turn Google Analytics from a hit counter into a decision engine with the right setup.

by Justin Cutroni 2007

3.72

129 ratings

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

Sexy Little Numbers

by Dimitri Maex • 2012

Your database hides your most profitable customers. A data-driven method for finding them.

3.80

235

🎯 Data-Driven Marketing 📊 Customer Analytics 💰 Marketing Roi

Sexy Little Numbers 90%

Your database hides your most profitable customers. A data-driven method for finding them.

by Dimitri Maex 2012

3.80

235 ratings

🎯 Data-Driven Marketing 📊 Customer Analytics 💰 Marketing Roi

Confident Data Skills

by Kirill Eremenko • 2018

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

4.12

211

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics

Confident Data Skills 90%

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

by Kirill Eremenko 2018

4.12

211 ratings

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics

AI for Marketing and Product Innovation

by A.K. Pradeep • 2018

Algorithmic customer segments your surveys will never find, priced to exactly what each will pay.

3.33

📱 Digital Marketing 💡 Product Innovation 📊 Predictive Analytics

AI for Marketing and Product Innovation Summary

AI for Marketing and Product Innovation 90%

Algorithmic customer segments your surveys will never find, priced to exactly what each will pay.

by A.K. Pradeep 2018

3.33

57 ratings

📱 Digital Marketing 💡 Product Innovation 📊 Predictive Analytics

The Right It

by Alberto Savoia • 2019

Skill can't save an unwanted idea. Fast, cheap experiments that test market demand before building.

4.30

850

🚀 Startup Methodology ✅ Product Validation 🧪 Lean Experimentation

The Right It 90%

Skill can't save an unwanted idea. Fast, cheap experiments that test market demand before building.

by Alberto Savoia 2019

4.30

850 ratings

🚀 Startup Methodology ✅ Product Validation 🧪 Lean Experimentation

UX Strategy

by Jaime Levy • 2014

Stop building what nobody asked for: a research-to-launch playbook for digital product teams.

3.94

1k+

🧩 Digital Product Strategy 🔄 Lean Methodology 🔍 Customer Discovery

UX Strategy 90%

Stop building what nobody asked for: a research-to-launch playbook for digital product teams.

by Jaime Levy 2014

3.94

1k+ ratings

🧩 Digital Product Strategy 🔄 Lean Methodology 🔍 Customer Discovery

Radical Product Thinking

by R. Dutt • 2021

Iteration refines; vision creates. Why product teams need a north star before they start building.

3.93

192

🧱 Product Development 📋 Product Management 🎯 Vision-Led Strategy

Radical Product Thinking 90%

Iteration refines; vision creates. Why product teams need a north star before they start building.

by R. Dutt 2021

3.93

192 ratings

🧱 Product Development 📋 Product Management 🎯 Vision-Led Strategy

The Lean Startup

by Eric Ries • 2011

The method that discovers what customers will pay for before you build the product.

4.11

366k+

🏭 Lean Methodology 📋 Startup Playbooks 🧪 Customer Development

The Lean Startup 90%

The method that discovers what customers will pay for before you build the product.

by Eric Ries 2011

4.11

366k+ ratings

🏭 Lean Methodology 📋 Startup Playbooks 🧪 Customer Development

The Product Book

by Product School • 2017

Finding the right problem, proving it cheaply, leading the team to ship: the PM's craft.

4.09

2k+

📱 Product Management 🧪 Customer Development 🚀 Go-To-Market Strategy

The Product Book 90%

Finding the right problem, proving it cheaply, leading the team to ship: the PM's craft.

by Product School 2017

4.09

2k+ ratings

📱 Product Management 🧪 Customer Development 🚀 Go-To-Market Strategy

The Product Manager's Survival Guide

by Steven Haines • 2013

Run your product like a business: the full playbook for strategy, customers, launch, and metrics.

3.63

449

🧭 Product Management 🔍 Customer Discovery 📊 Market Analysis

The Product Manager's Survival Guide Summary

The Product Manager's Survival Guide 90%

Run your product like a business: the full playbook for strategy, customers, launch, and metrics.

by Steven Haines 2013

3.63

449 ratings

🧭 Product Management 🔍 Customer Discovery 📊 Market Analysis

Predictive Analytics

by Eric Siegel • 2013

Companies know whether you'll leave, buy, or default before you've decided. Here's how.

3.66

2k+

📊 Data Science 🔮 Predictive Analytics 📈 Big Data

Predictive Analytics 90%

Companies know whether you'll leave, buy, or default before you've decided. Here's how.

by Eric Siegel 2013

3.66

2k+ ratings

📊 Data Science 🔮 Predictive Analytics 📈 Big Data

Inspired

by Marty Cagan • 2008

Why the best product teams don't take orders. They discover what customers need, fast.

4.23

26k+

🗂️ Product Management 🔎 Product Discovery 💪 Empowered Teams

Inspired 90%

Why the best product teams don't take orders. They discover what customers need, fast.

by Marty Cagan 2008

4.23

26k+ ratings

🗂️ Product Management 🔎 Product Discovery 💪 Empowered Teams

Swipe to Unlock

by Parth Detroja • 2017

Why Google and Facebook give everything away free, and how you can repurpose their strategies.

4.22

3k+

🧩 Tech Strategy 🏗️ Platform Businesses 🔄 Subscription Models

Swipe to Unlock 90%

Why Google and Facebook give everything away free, and how you can repurpose their strategies.

by Parth Detroja 2017

4.22

3k+ ratings

🧩 Tech Strategy 🏗️ Platform Businesses 🔄 Subscription Models

Data Science

by John D. Kelleher • 2018

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

3.90

876

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling

Data Science 90%

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

by John D. Kelleher 2018

3.90

876 ratings

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling

Numsense! Data Science for the Layman

by Annalyn Ng • 2017

Data science without the math: twelve techniques, what they do, and why intuition alone falls short.

4.14

622

🧠 Data Literacy 🤖 Machine Learning Basics 📈 Predictive Analytics

Numsense! Data Science for the Layman Summary

Numsense! Data Science for the Layman 90%

Data science without the math: twelve techniques, what they do, and why intuition alone falls short.

by Annalyn Ng 2017

4.14

622 ratings

🧠 Data Literacy 🤖 Machine Learning Basics 📈 Predictive Analytics

Product Roadmaps Relaunched

by C. Todd Lombardo • 2017

Stop promising features: build a roadmap that communicates strategy and embraces change.

4.10

1k+

📋 Product Management 💡 Customer-Centric Design ⚖️ Strategic Prioritization

Product Roadmaps Relaunched 90%

Stop promising features: build a roadmap that communicates strategy and embraces change.

by C. Todd Lombardo 2017

4.10

1k+ ratings

📋 Product Management 💡 Customer-Centric Design ⚖️ Strategic Prioritization

Becoming a Data Head

by Alex J. Gutman • 2021

The critical thinking toolkit for anyone who works with data but never plans to code.

4.18

480

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking

Becoming a Data Head 90%

The critical thinking toolkit for anyone who works with data but never plans to code.

by Alex J. Gutman 2021

4.18

480 ratings

📊 Data Literacy 📈 Business Analytics 🧠 Statistical Thinking

Competing on Analytics

by Thomas H. Davenport • 2007

Why some companies (like Amazon and Capital One) win by making bets on data, not hunches.

3.69

2k+

📊 Analytics Strategy 🔮 Predictive Modeling 📋 Fact-Based Decisions

Competing on Analytics 90%

Why some companies (like Amazon and Capital One) win by making bets on data, not hunches.

by Thomas H. Davenport 2007

3.69

2k+ ratings

📊 Analytics Strategy 🔮 Predictive Modeling 📋 Fact-Based Decisions

What Would Apple Do?

by Dirk Beckmann • 2013

The design and business rules Apple uses to dominate industries, and how to steal them.

3.21

📱 Product Design 💻 Technology Business 🧑‍💻 User-Centered Design

What Would Apple Do? 90%

The design and business rules Apple uses to dominate industries, and how to steal them.

by Dirk Beckmann 2013

3.21

43 ratings

📱 Product Design 💻 Technology Business 🧑‍💻 User-Centered Design

Mastering Salesforce Reports and Dashboards

by David Carnes • 2023

Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.

5.00

🖥️ Crm Administration 📊 Dashboard Design 📈 Business Reporting

Mastering Salesforce Reports and Dashboards Summary

Mastering Salesforce Reports and Dashboards 90%

Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.

by David Carnes 2023

5.00

1 ratings

🖥️ Crm Administration 📊 Dashboard Design 📈 Business Reporting

DAMA-DMBOK

by DAMA International • 2017

Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.

4.15

172

👔 Data Governance 🏢 Enterprise Data Strategy 🧱 Data Architecture

DAMA-DMBOK 90%

Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.

by DAMA International 2017

4.15

172 ratings

👔 Data Governance 🏢 Enterprise Data Strategy 🧱 Data Architecture

Cracking the PM Career

by Jackie Bavaro • 2021

A PM career is built on skills no job description covers. A manual for the gaps.

4.37

252

📱 Product Management 🔍 User Research 📊 Product Analytics

Cracking the PM Career 90%

A PM career is built on skills no job description covers. A manual for the gaps.

by Jackie Bavaro 2021

4.37

252 ratings

📱 Product Management 🔍 User Research 📊 Product Analytics

Continuous Discovery Habits

by Teresa Torres • 2021

Weekly customer interviews mapped to opportunities: the system that ships value, not features.

4.44

5k+

📋 Product Management 🔍 Product Discovery 🔬 User Research

Continuous Discovery Habits 90%

Weekly customer interviews mapped to opportunities: the system that ships value, not features.

by Teresa Torres 2021

4.44

5k+ ratings

📋 Product Management 🔍 Product Discovery 🔬 User Research

Insanely Simple

by Ken Segall • 2012

Apple's secret: a hatred of complexity that governs teams, products, marketing. An insider explains.

3.91

6k+

📱 Product Design 🏢 Corporate Culture 👥 Small Teams

Insanely Simple 90%

Apple's secret: a hatred of complexity that governs teams, products, marketing. An insider explains.

by Ken Segall 2012

3.91

6k+ ratings

📱 Product Design 🏢 Corporate Culture 👥 Small Teams

Applied Artificial Intelligence

by Mariya Yao • 2018

Deploy AI that actually works: a playbook for data, talent, ethics, and the metrics that matter.

3.32

🏢 Enterprise Ai 🔄 Digital Transformation 🧹 Data Quality

Applied Artificial Intelligence 90%

Deploy AI that actually works: a playbook for data, talent, ethics, and the metrics that matter.

by Mariya Yao 2018

3.32

93 ratings

🏢 Enterprise Ai 🔄 Digital Transformation 🧹 Data Quality

Outcomes Over Output

by Josh Seiden • 2019

Stop asking what to build and start asking what your customers should do differently.

4.33

2k+

🧭 Product Management 🚀 Lean Startup 🛠️ Jobs To Be Done

Outcomes Over Output 90%

Stop asking what to build and start asking what your customers should do differently.

by Josh Seiden 2019

4.33

2k+ ratings

🧭 Product Management 🚀 Lean Startup 🛠️ Jobs To Be Done

The AI Playbook

by Eric Siegel • 2024

How to get machine learning out of the lab: sell the operational improvement, not the algorithm.

3.98

127

🏢 Enterprise Technology 🤖 Applied Ai 🔄 Change Management

The AI Playbook 90%

How to get machine learning out of the lab: sell the operational improvement, not the algorithm.

by Eric Siegel 2024

3.98

127 ratings

🏢 Enterprise Technology 🤖 Applied Ai 🔄 Change Management

Why Data Science Projects Fail

by Douglas Gray • 2024

Eighty percent of AI projects fail. The models work fine; the people, data, and expectations don't.

5.00

📊 Data Science Management 🤖 Ai Implementation ⚙️ Mlops

Why Data Science Projects Fail 90%

Eighty percent of AI projects fail. The models work fine; the people, data, and expectations don't.

by Douglas Gray 2024

5.00

19 ratings

📊 Data Science Management 🤖 Ai Implementation ⚙️ Mlops

The Influential Product Manager

by Ken Sandy • 2020

Own the product, not the team. How to lead without authority, prioritize without mercy, and ship.

4.14

🧩 Product Management 🤝 Leading Without Authority 🎯 User-Centric Design

The Influential Product Manager 90%

Own the product, not the team. How to lead without authority, prioritize without mercy, and ship.

by Ken Sandy 2020

4.14

71 ratings

🧩 Product Management 🤝 Leading Without Authority 🎯 User-Centric Design

The Lean Product Playbook

by Dan Olsen • 2015

Test cheaply, validate early, build what customers pay for: a product manager's lean playbook.

4.27

4k+

🧭 Product Management 🔄 Lean Startup 🔍 Customer Discovery

The Lean Product Playbook 90%

Test cheaply, validate early, build what customers pay for: a product manager's lean playbook.

by Dan Olsen 2015

4.27

4k+ ratings

🧭 Product Management 🔄 Lean Startup 🔍 Customer Discovery

Lean Vs. Agile Vs. Design Thinking

by Jeff Gothelf • 2017

Agile for engineers, Lean for product, Design Thinking for design. The power is where they meet.

3.74

704

🧑‍💻 Product Management 👥 Cross-Functional Teams 🧪 Lean Startup

Lean Vs. Agile Vs. Design Thinking Summary

Lean Vs. Agile Vs. Design Thinking 90%

Agile for engineers, Lean for product, Design Thinking for design. The power is where they meet.

by Jeff Gothelf 2017

3.74

704 ratings

🧑‍💻 Product Management 👥 Cross-Functional Teams 🧪 Lean Startup

Transformed

by Marty Cagan • 2024

The three-part shift for turning a feature factory into an innovation engine.

3.91

1k+

📋 Product Management 🔄 Organizational Change 🔎 Product Discovery

Transformed 90%

The three-part shift for turning a feature factory into an innovation engine.

by Marty Cagan 2024

3.91

1k+ ratings

📋 Product Management 🔄 Organizational Change 🔎 Product Discovery

Information Asset Management

by Nina Evans • 2024

Information is the strategic asset your balance sheet ignores. Governing it changes everything.

🏛️ Information Governance ✅ Data Quality 🏷️ Metadata Management

Information Asset Management 90%

Information is the strategic asset your balance sheet ignores. Governing it changes everything.

by Nina Evans 2024

🏛️ Information Governance ✅ Data Quality 🏷️ Metadata Management

The Product-Led Playbook

by Wes Bush • 2024

Your product can close deals. The system for unlocking self-serve revenue with a tiny team.

4.42

🧲 Product-Led Growth ☁️ SaaS Go-To-Market 📘 Startup Playbooks

The Product-Led Playbook 90%

Your product can close deals. The system for unlocking self-serve revenue with a tiny team.

by Wes Bush 2024

4.42

55 ratings

🧲 Product-Led Growth ☁️ SaaS Go-To-Market 📘 Startup Playbooks

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