📊 Data-Driven Management

Frameworks for replacing gut instinct with analytics, helping leaders make smarter decisions by harnessing metrics, experiments, and evidence at every level of the organization.

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 Literacy 🎯 Metric Selection 📊 Data Visualization

HBR Guide to Data Analytics Basics for Managers Summary

HBR Guide to Data Analytics Basics for Managers 94%

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

by Harvard Business Review 2018

3.86

383 ratings

📖 Data Literacy 🎯 Metric Selection 📊 Data Visualization

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

📊 Business Analytics 🧮 Quantitative Thinking 📖 Data Storytelling

Keeping Up with the Quants 93%

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

by Thomas H. Davenport 2013

3.57

585 ratings

📊 Business Analytics 🧮 Quantitative Thinking 📖 Data Storytelling

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 93%

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

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 93%

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

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 93%

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

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 92%

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

Six Sigma for Managers

by Greg Brue • 2002

The data-driven playbook for cutting defects to near zero and making those gains stick.

3.25

138

🌀 Continuous Improvement 📊 Data-Driven Decisions ⚙️ Total Quality Management

Six Sigma for Managers 92%

The data-driven playbook for cutting defects to near zero and making those gains stick.

by Greg Brue 2002

3.25

138 ratings

🌀 Continuous Improvement 📊 Data-Driven Decisions ⚙️ Total Quality Management

Key Performance Indicators

by David Parmenter • 2007

Most KPIs are decorative. How to find the 10 measures that actually move your company.

3.79

331

🎯 Performance Measurement ⚖️ Balanced Scorecard 📊 Business Metrics

Key Performance Indicators 92%

Most KPIs are decorative. How to find the 10 measures that actually move your company.

by David Parmenter 2007

3.79

331 ratings

🎯 Performance Measurement ⚖️ Balanced Scorecard 📊 Business Metrics

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 92%

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

Key Performance Indicators For Dummies

by Bernard Marr • 2014

Most companies drown in data. A guide to picking the KPIs your strategy actually needs.

3.91

📏 Performance Measurement 📊 Business Metrics 🧭 Strategic Alignment

Key Performance Indicators For Dummies Summary

Key Performance Indicators For Dummies 92%

Most companies drown in data. A guide to picking the KPIs your strategy actually needs.

by Bernard Marr 2014

3.91

55 ratings

📏 Performance Measurement 📊 Business Metrics 🧭 Strategic Alignment

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 92%

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

Sports Analytics

by Benjamin C. Alamar • 2013

The playbook for installing analytics inside a sports organization, from data to decision.

3.51

130

📊 Sports Analytics 📈 Data Analytics 🗄️ Data Management

Sports Analytics 91%

The playbook for installing analytics inside a sports organization, from data to decision.

by Benjamin C. Alamar 2013

3.51

130 ratings

📊 Sports Analytics 📈 Data Analytics 🗄️ Data Management

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 91%

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

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

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 91%

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

by Nina Evans 2024

🏛️ Information Governance ✅ Data Quality 🏷️ Metadata Management

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 91%

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

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

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 91%

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

Project Management Metrics, KPIs, and Dashboards

by Harold R. Kerzner • 2011

Dashboards that stop projects from flying blind: the value metrics your Gantt chart leaves out.

4.01

109

📋 Project Management 📏 Performance Measurement 📊 Dashboard Design

Project Management Metrics, KPIs, and Dashboards Summary

Project Management Metrics, KPIs, and Dashboards 91%

Dashboards that stop projects from flying blind: the value metrics your Gantt chart leaves out.

by Harold R. Kerzner 2011

4.01

109 ratings

📋 Project Management 📏 Performance Measurement 📊 Dashboard Design

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

How to Measure Anything

by Douglas W. Hubbard • 1985

That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.

3.90

4k+

🧮 Business Analytics 📊 Decision Analysis 🔢 Statistical Thinking

How to Measure Anything 91%

That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.

by Douglas W. Hubbard 1985

3.90

4k+ ratings

🧮 Business Analytics 📊 Decision Analysis 🔢 Statistical Thinking

Data-Driven HR

by Bernard Marr • 2018

How to turn employee data into sharper hiring and better retention: the HR analytics playbook.

3.51

📊 People Analytics 🎯 Strategic Hr 🗺️ Data Strategy

Data-Driven HR 91%

How to turn employee data into sharper hiring and better retention: the HR analytics playbook.

by Bernard Marr 2018

3.51

45 ratings

📊 People Analytics 🎯 Strategic Hr 🗺️ Data Strategy

The Amazon Management System

by Ram Charan • 2019

The practices, from hiring to metrics, that keep Amazon sprinting while other giants slow.

4.04

399

🎯 Customer Centricity 👥 Talent And Hiring 📊 Data Driven Management

The Amazon Management System 91%

The practices, from hiring to metrics, that keep Amazon sprinting while other giants slow.

by Ram Charan 2019

4.04

399 ratings

🎯 Customer Centricity 👥 Talent And Hiring 📊 Data Driven Management

Maximizing Project Value

by John C. Goodpasture • 2013

Finished isn't the same as valuable. A project manager's guide to building what actually lasts.

📋 Project Management 🎯 Strategic Alignment 🤝 Stakeholder Engagement

Maximizing Project Value 91%

Finished isn't the same as valuable. A project manager's guide to building what actually lasts.

by John C. Goodpasture 2013

📋 Project Management 🎯 Strategic Alignment 🤝 Stakeholder Engagement

The Digital Transformation Playbook

by Project Management Institute PMI • 2023

Digital transformation fails on culture, not code. The playbook that starts with human behavior.

🚀 Digital Transformation 🔄 Organizational Change 📊 Data-Driven Strategy

The Digital Transformation Playbook Summary

The Digital Transformation Playbook 91%

Digital transformation fails on culture, not code. The playbook that starts with human behavior.

by Project Management Institute PMI 2023

🚀 Digital Transformation 🔄 Organizational Change 📊 Data-Driven Strategy

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 91%

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

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

Agile Transformation

by Neil Perkin • 2019

Run today's business while inventing tomorrow's: the dual operating system every company now needs.

4.22

🔄 Organizational Change 💻 Digital Transformation ⚡ Business Agility

Agile Transformation 91%

Run today's business while inventing tomorrow's: the dual operating system every company now needs.

by Neil Perkin 2019

4.22

27 ratings

🔄 Organizational Change 💻 Digital Transformation ⚡ Business Agility

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 📊 Data-Driven Product

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 📊 Data-Driven Product

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 91%

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

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 91%

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

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 91%

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

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

The Essential Demming (PB)

by W. Edwards Deming • 2012

Your incentive system is making things worse. The statistical case against performance ratings.

4.02

281

🏭 Quality Management 🔄 Systems Thinking 🔀 Organizational Transformation

The Essential Demming (PB) 91%

Your incentive system is making things worse. The statistical case against performance ratings.

by W. Edwards Deming 2012

4.02

281 ratings

🏭 Quality Management 🔄 Systems Thinking 🔀 Organizational Transformation

Traction

by Gino Wickman • 2007

A single system to align your team, force accountability, and end the chaos that stalls growth.

4.13

17k+

🏭 Small Business Operations ⚙️ Business Operating Systems 🔄 Systems And Processes

Traction 91%

A single system to align your team, force accountability, and end the chaos that stalls growth.

by Gino Wickman 2007

4.13

17k+ ratings

🏭 Small Business Operations ⚙️ Business Operating Systems 🔄 Systems And Processes

The McKinsey Engagement

by Paul N. Friga • 2008

The consulting playbook for team problem solving: four rules for people, five for analysis.

3.56

539

📊 Consulting Methodology 👥 Team Dynamics 🧩 Problem Solving Frameworks

The McKinsey Engagement 90%

The consulting playbook for team problem solving: four rules for people, five for analysis.

by Paul N. Friga 2008

3.56

539 ratings

📊 Consulting Methodology 👥 Team Dynamics 🧩 Problem Solving Frameworks

Management Challenges for the 21st Century

by Peter F. Drucker • 2009

Management's old rules are dead. Falling birthrates, knowledge as capital, self-management.

4.07

876

🏛️ Management Paradigms 🔮 Strategic Foresight 🌊 Change Leadership

Management Challenges for the 21st Century Summary

Management Challenges for the 21st Century 90%

Management's old rules are dead. Falling birthrates, knowledge as capital, self-management.

by Peter F. Drucker 2009

4.07

876 ratings

🏛️ Management Paradigms 🔮 Strategic Foresight 🌊 Change Leadership

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

Designing a Successful KM Strategy

by Stephanie Barnes • 2014

Most KM strategies collect dust. The playbook for making one leadership champions, not shelves.

4.10

🧠 Knowledge Management 🏢 Organizational Development 🗺️ Strategy Design

Designing a Successful KM Strategy Summary

Designing a Successful KM Strategy 90%

Most KM strategies collect dust. The playbook for making one leadership champions, not shelves.

by Stephanie Barnes 2014

4.10

29 ratings

🧠 Knowledge Management 🏢 Organizational Development 🗺️ Strategy Design

Think Like Amazon

by ROSSMAN • 2019

The 50.5 principles that turned an online bookstore into the world's most relentless company.

4.08

440

🖥️ Digital Transformation 🎯 Customer Centricity 🧪 Experimentation Culture

Think Like Amazon 90%

The 50.5 principles that turned an online bookstore into the world's most relentless company.

by ROSSMAN 2019

4.08

440 ratings

🖥️ Digital Transformation 🎯 Customer Centricity 🧪 Experimentation Culture

Goal

by Ferran Soriano • 2009

The management playbook that rebuilt Barcelona, from the executive who led the turnaround.

4.17

468

🏟️ Sports Management 📋 Strategic Management 🧱 Team Building

Goal 90%

The management playbook that rebuilt Barcelona, from the executive who led the turnaround.

by Ferran Soriano 2009

4.17

468 ratings

🏟️ Sports Management 📋 Strategic Management 🧱 Team Building

All-in On AI

by Thomas H. Davenport • 2023

Less than one percent of large companies are built around AI. The playbook for the rest.

3.23

273

🤖 Ai Adoption 💻 Digital Transformation 🎯 Corporate Strategy

All-in On AI 90%

Less than one percent of large companies are built around AI. The playbook for the rest.

by Thomas H. Davenport 2023

3.23

273 ratings

🤖 Ai Adoption 💻 Digital Transformation 🎯 Corporate Strategy

An Elegant Puzzle

by Will Larson • 2019

Engineering management is a systems problem. Design your org as carefully as your code.

4.07

4k+

🛠️ Engineering Management 🏗️ Organizational Design 🧠 Systems Thinking

An Elegant Puzzle 90%

Engineering management is a systems problem. Design your org as carefully as your code.

by Will Larson 2019

4.07

4k+ ratings

🛠️ Engineering Management 🏗️ Organizational Design 🧠 Systems Thinking

Translating Knowledge Management Visions into Strategies

by Monique Ceruti • 2019

Make knowledge management pay off: align with strategy, build a sharing culture, measure impact.

🧠 Knowledge Management 🎯 Organizational Strategy 🔄 Change Management

Translating Knowledge Management Visions into Strategies Summary

Translating Knowledge Management Visions into Strategies 90%

Make knowledge management pay off: align with strategy, build a sharing culture, measure impact.

by Monique Ceruti 2019

🧠 Knowledge Management 🎯 Organizational Strategy 🔄 Change Management

The Six Sigma Way

by Peter S. Pande • 2000

How companies like GE and Motorola saved billions by reducing defects to 3.4 per million.

3.62

589

🎯 Quality Management 🔄 Process Improvement 🔁 Continuous Improvement

The Six Sigma Way 90%

How companies like GE and Motorola saved billions by reducing defects to 3.4 per million.

by Peter S. Pande 2000

3.62

589 ratings

🎯 Quality Management 🔄 Process Improvement 🔁 Continuous Improvement

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

Summary

by Frank Collins • 2017

Daily operations bury your most important goals. Four disciplines for getting them done anyway.

4.17

🎯 Strategic Execution 🏆 Goal Prioritization 📊 Predictive Metrics

Summary 90%

Daily operations bury your most important goals. Four disciplines for getting them done anyway.

by Frank Collins 2017

4.17

18 ratings

🎯 Strategic Execution 🏆 Goal Prioritization 📊 Predictive Metrics

25 Need-To-Know Key Performance Indicators

by Bernard Marr • 2014

Twenty-five metrics every manager needs: what they measure, why they matter, and when to act.

3.91

🎯 Performance Measurement 👥 Customer Analytics 📊 Financial Ratios

25 Need-To-Know Key Performance Indicators Summary

25 Need-To-Know Key Performance Indicators 90%

Twenty-five metrics every manager needs: what they measure, why they matter, and when to act.

by Bernard Marr 2014

3.91

35 ratings

🎯 Performance Measurement 👥 Customer Analytics 📊 Financial Ratios

The Open Organization

by Jim Whitehurst • 2015

What open source taught a CEO: ditch hierarchy, let the best ideas win, fail faster.

4.09

682

🏢 Organizational Culture 👐 Open Source Management 🏆 Meritocracy

The Open Organization 90%

What open source taught a CEO: ditch hierarchy, let the best ideas win, fail faster.

by Jim Whitehurst 2015

4.09

682 ratings

🏢 Organizational Culture 👐 Open Source Management 🏆 Meritocracy

How to Measure Anything Workbook

by Douglas W. Hubbard • 2014

Why everything is measurable and how to do it: a toolkit for turning uncertainties into dollars.

4.08

219

📏 Intangible Measurement 🎲 Uncertainty Reduction 📊 Decision Analysis

How to Measure Anything Workbook Summary

How to Measure Anything Workbook 90%

Why everything is measurable and how to do it: a toolkit for turning uncertainties into dollars.

by Douglas W. Hubbard 2014

4.08

219 ratings

📏 Intangible Measurement 🎲 Uncertainty Reduction 📊 Decision Analysis

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