🎯 Metric Selection

Focuses on the critical art of choosing which measurements actually matter, because tracking the wrong things can be worse than tracking nothing at all.

The Tyranny of Metrics

by Jerry Z. Muller • 2017

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

3.69

2k+

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

The Tyranny of Metrics 88%

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

by Jerry Z. Muller 2017

3.69

2k+ ratings

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

Whatever Happened to the Metric System?

by John Bemelmans Marciano • 2013

A tale of revolutions, divine measures, and why a global standard stopped at America's shores.

3.62

321

🔬 History Of Science 📏 History Of Measurement 🛡️ Cultural Resistance

Whatever Happened to the Metric System? Summary

Whatever Happened to the Metric System? 88%

A tale of revolutions, divine measures, and why a global standard stopped at America's shores.

by John Bemelmans Marciano 2013

3.62

321 ratings

🔬 History Of Science 📏 History Of Measurement 🛡️ Cultural Resistance

Beyond Measure

by James Vincent • 2022

The foot, the pound, the second: none are innocent. How measurement conquered the modern world.

3.85

1k+

🧱 History Of Measurement 🔢 Quantification 📏 Standardization

Beyond Measure 88%

The foot, the pound, the second: none are innocent. How measurement conquered the modern world.

by James Vincent 2022

3.85

1k+ ratings

🧱 History Of Measurement 🔢 Quantification 📏 Standardization

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 📊 Data Visualization

HBR Guide to Data Analytics Basics for Managers Summary

HBR Guide to Data Analytics Basics for Managers 87%

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 📊 Data Visualization

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 87%

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

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 87%

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

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 87%

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

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 87%

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

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 87%

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

The Tiger That Isn't

by Michael Blastland • 2007

A 40% increase sounds alarming. Should it? The simple questions that make numbers tell the truth.

3.91

670

🧮 Statistical Literacy 🔍 Data Skepticism ⚠️ Risk Assessment

The Tiger That Isn't 86%

A 40% increase sounds alarming. Should it? The simple questions that make numbers tell the truth.

by Michael Blastland 2007

3.91

670 ratings

🧮 Statistical Literacy 🔍 Data Skepticism ⚠️ Risk Assessment

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 86%

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

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 86%

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

Data Science for Business

by Foster Provost • 2013

Why overfitting sinks most data projects, and the conceptual tools that stop it.

4.13

3k+

📊 Business Analytics ⛏️ Data Mining 📏 Model Evaluation

Data Science for Business 86%

Why overfitting sinks most data projects, and the conceptual tools that stop it.

by Foster Provost 2013

4.13

3k+ ratings

📊 Business Analytics ⛏️ Data Mining 📏 Model Evaluation

Measuring the User Experience

by Thomas Tullis • 2008

Three metrics that show exactly where users get stuck: task success, time, and errors.

4.08

567

📏 Ux Metrics 🧪 Usability Testing 🔬 Ux Research

Measuring the User Experience 86%

Three metrics that show exactly where users get stuck: task success, time, and errors.

by Thomas Tullis 2008

4.08

567 ratings

📏 Ux Metrics 🧪 Usability Testing 🔬 Ux Research

A Seat at the Table and The Art of Business Value

by Mark Schwartz • 2017

Shipping features isn't delivering value. A CIO on what Agile gets wrong about ROI.

4.23

785

📦 Value Delivery 💻 IT Leadership 🎯 Outcome Over Output

A Seat at the Table and The Art of Business Value Summary

A Seat at the Table and The Art of Business Value 86%

Shipping features isn't delivering value. A CIO on what Agile gets wrong about ROI.

by Mark Schwartz 2017

4.23

785 ratings

📦 Value Delivery 💻 IT Leadership 🎯 Outcome Over Output

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 86%

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

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 86%

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

Balanced Scorecard Step-by-Step

by Paul R. Niven • 2002

Turn strategy into daily work, using measures that go beyond the financial reports.

3.85

146

🎯 Performance Management 🗺️ Strategic Planning ⚙️ Strategy Execution

Balanced Scorecard Step-by-Step 86%

Turn strategy into daily work, using measures that go beyond the financial reports.

by Paul R. Niven 2002

3.85

146 ratings

🎯 Performance Management 🗺️ Strategic Planning ⚙️ Strategy Execution

How to Measure Anything in Cybersecurity Risk

by Douglas W. Hubbard • 2016

Cybersecurity swears its risks defy measurement. A quantitative toolkit that says otherwise.

4.06

381

🔐 Cybersecurity Risk 📊 Quantitative Risk Analysis 🧠 Decision Science

How to Measure Anything in Cybersecurity Risk Summary

How to Measure Anything in Cybersecurity Risk 86%

Cybersecurity swears its risks defy measurement. A quantitative toolkit that says otherwise.

by Douglas W. Hubbard 2016

4.06

381 ratings

🔐 Cybersecurity Risk 📊 Quantitative Risk Analysis 🧠 Decision Science

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 86%

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

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 86%

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

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 86%

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

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 86%

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

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 85%

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

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 85%

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

Software Requirements

by Karl Wiegers • 1999

Nearly half of all software defects trace back to bad requirements. The fix starts here.

4.14

859

🏗️ Requirements Engineering 👤 User-Centered Design ✅ Software Quality

Software Requirements 85%

Nearly half of all software defects trace back to bad requirements. The fix starts here.

by Karl Wiegers 1999

4.14

859 ratings

🏗️ Requirements Engineering 👤 User-Centered Design ✅ Software Quality

Rational Choice and Security Studies

by Michael E. Brown • 2000

Two visions of political science: one builds mathematical temples, the other wants to stop war.

3.78

🔒 Security Studies 🧮 Rational Choice ⚔️ Methodology Wars

Rational Choice and Security Studies Summary

Rational Choice and Security Studies 85%

Two visions of political science: one builds mathematical temples, the other wants to stop war.

by Michael E. Brown 2000

3.78

9 ratings

🔒 Security Studies 🧮 Rational Choice ⚔️ Methodology Wars

The Model Thinker

by Scott E. Page • 2018

Big data without many models is just noise. The case for thinking through multiple frameworks.

3.92

955

🧠 Mental Models 🔄 Systems Thinking 🌀 Complexity Science

The Model Thinker 85%

Big data without many models is just noise. The case for thinking through multiple frameworks.

by Scott E. Page 2018

3.92

955 ratings

🧠 Mental Models 🔄 Systems Thinking 🌀 Complexity Science

Data-Driven Marketing

by Mark Jeffery • 2010

Fifteen metrics for speaking the CFO's language and proving marketing's worth in hard numbers.

3.90

889

📈 Marketing Analytics 💰 Marketing ROI 🧑‍💼 Customer Lifetime Value

Data-Driven Marketing 85%

Fifteen metrics for speaking the CFO's language and proving marketing's worth in hard numbers.

by Mark Jeffery 2010

3.90

889 ratings

📈 Marketing Analytics 💰 Marketing ROI 🧑‍💼 Customer Lifetime Value

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 85%

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 85%

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

The Universe and the Teacup

by K.C. Cole • 1998

Your gut is wrong about fairness, risk, and scale. Mathematics proves it, elegantly.

3.78

594

The Universe and the Teacup 85%

Your gut is wrong about fairness, risk, and scale. Mathematics proves it, elegantly.

by K.C. Cole 1998

3.78

594 ratings

Basketball on Paper

by Dean Oliver • 2003

Basketball's scoreboard is a liar. Here is what actually decides who wins and who loses.

4.06

467

🏀 Basketball Analytics 📊 Sports Analytics 📈 Performance Metrics

Basketball on Paper 85%

Basketball's scoreboard is a liar. Here is what actually decides who wins and who loses.

by Dean Oliver 2003

4.06

467 ratings

🏀 Basketball Analytics 📊 Sports Analytics 📈 Performance Metrics

Accelerate

by Nicole Forsgren • 2018

Elite software teams ship fast and break nothing. Four metrics from years of research explain how.

4.05

8k+

⚙️ Devops 👷 Engineering Management 🚀 Continuous Delivery

Accelerate 85%

Elite software teams ship fast and break nothing. Four metrics from years of research explain how.

by Nicole Forsgren 2018

4.05

8k+ ratings

⚙️ Devops 👷 Engineering Management 🚀 Continuous Delivery

The Midrange Theory

by Seth Partnow • 2021

Analytics was going to kill the eye test. It proved why eyes still matter.

4.09

725

🏀 Basketball Analytics 💰 Sports Economics 📊 Data-Driven Decisions

The Midrange Theory 85%

Analytics was going to kill the eye test. It proved why eyes still matter.

by Seth Partnow 2021

4.09

725 ratings

🏀 Basketball Analytics 💰 Sports Economics 📊 Data-Driven Decisions

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 85%

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

Information Is Beautiful

by David McCandless • 2001

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

4.12

4k+

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Information Is Beautiful 85%

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

by David McCandless 2001

4.12

4k+ ratings

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Results Without Authority

by Tom Kendrick • 2006

Your team answers to someone else. Build control from planning and metrics, not power.

3.84

3k+

🗂️ Project Management 🧭 Lateral Leadership 🤝 Stakeholder Management

Results Without Authority 85%

Your team answers to someone else. Build control from planning and metrics, not power.

by Tom Kendrick 2006

3.84

3k+ ratings

🗂️ Project Management 🧭 Lateral Leadership 🤝 Stakeholder Management

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 85%

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

Algorithms to Live By

by Brian Christian • 2016

When to settle, when to quit, when to trust chance: computer science already found the answers.

4.12

35k+

🧠 Algorithmic Thinking 🔬 Decision Science 📊 Bayesian Reasoning

Algorithms to Live By 85%

When to settle, when to quit, when to trust chance: computer science already found the answers.

by Brian Christian 2016

4.12

35k+ ratings

🧠 Algorithmic Thinking 🔬 Decision Science 📊 Bayesian Reasoning

The Book

by Tom M. Tango • 2006

Most baseball strategy is wrong: the numbers reveal when to bunt, steal, and use your closer.

4.07

1k+

⚾ Sabermetrics 📊 Sports Analytics 🎲 Game Theory

The Book 85%

Most baseball strategy is wrong: the numbers reveal when to bunt, steal, and use your closer.

by Tom M. Tango 2006

4.07

1k+ ratings

⚾ Sabermetrics 📊 Sports Analytics 🎲 Game Theory

Decode and Conquer

by Lewis C. Lin • 2013

A proven system for product management interviews: ace the design, metrics, and strategy rounds.

4.07

2k+

📱 Product Management 🎯 Interview Preparation ⚙️ Business Frameworks

Decode and Conquer 85%

A proven system for product management interviews: ace the design, metrics, and strategy rounds.

by Lewis C. Lin 2013

4.07

2k+ ratings

📱 Product Management 🎯 Interview Preparation ⚙️ Business Frameworks

Damned Lies and Statistics

by Joel Best • 1998

Every statistic conceals a choice: what to count, what to ignore, and whose agenda it serves.

3.72

830

📊 Statistical Literacy 📰 Media Criticism 🏗️ Social Constructionism

Damned Lies and Statistics 85%

Every statistic conceals a choice: what to count, what to ignore, and whose agenda it serves.

by Joel Best 1998

3.72

830 ratings

📊 Statistical Literacy 📰 Media Criticism 🏗️ Social Constructionism

The Effective Engineer

by Edmond Lau • 2015

You can't outwork poor leverage. The principles that make engineering effort compound.

4.25

2k+

🛠️ Software Craftsmanship ⚡ Engineering Productivity 📈 Tech Career Growth

The Effective Engineer 85%

You can't outwork poor leverage. The principles that make engineering effort compound.

by Edmond Lau 2015

4.25

2k+ ratings

🛠️ Software Craftsmanship ⚡ Engineering Productivity 📈 Tech Career Growth

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 85%

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

The Mythical Man-Month

by Frederick P. Brooks Jr. • 1975

A late software project plus more programmers equals a later one. The essays that proved it.

4.01

15k+

🏗️ Software Project Management 🧱 Systems Design 🎨 Conceptual Design

The Mythical Man-Month 85%

A late software project plus more programmers equals a later one. The essays that proved it.

by Frederick P. Brooks Jr. 1975

4.01

15k+ ratings

🏗️ Software Project Management 🧱 Systems Design 🎨 Conceptual Design

Smart Baseball

by Keith Law • 2017

Batting average, pitcher wins, RBI: why they fail, and the numbers that actually predict winning.

3.95

3k+

🧮 Sabermetrics 📖 Data Literacy 🧠 Myth Debunking

Smart Baseball 85%

Batting average, pitcher wins, RBI: why they fail, and the numbers that actually predict winning.

by Keith Law 2017

3.95

3k+ ratings

🧮 Sabermetrics 📖 Data Literacy 🧠 Myth Debunking

The Math of Life and Death

by Kit Yates • 2019

Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.

3.90

2k+

The Math of Life and Death 85%

Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.

by Kit Yates 2019

3.90

2k+ ratings

Python Machine Learning Case Studies

by Danish Haroon • 2017

Five Python case studies in machine learning: from data cleanup to a scored model, step by step.

2.60

📊 Data Science 🤖 Machine Learning 🔍 Exploratory Data Analysis

Python Machine Learning Case Studies Summary

Python Machine Learning Case Studies 85%

Five Python case studies in machine learning: from data cleanup to a scored model, step by step.

by Danish Haroon 2017

2.60

5 ratings

📊 Data Science 🤖 Machine Learning 🔍 Exploratory Data Analysis

The Engineering Executive's Primer

by Will Larson • 2024

Values you can flip, metrics your CEO reads, and the one rule for build vs. buy.

4.25

407

⚙️ Engineering Leadership 📊 Engineering Metrics 🗺️ Technical Strategy

The Engineering Executive's Primer Summary

The Engineering Executive's Primer 85%

Values you can flip, metrics your CEO reads, and the one rule for build vs. buy.

by Will Larson 2024

4.25

407 ratings

⚙️ Engineering Leadership 📊 Engineering Metrics 🗺️ Technical Strategy

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