50 Books like Data Analytics Made Accessible

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 98%

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

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 97%

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

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 97%

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

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 97%

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 97%

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 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 96%

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

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 95%

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

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 95%

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

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 95%

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

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 95%

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

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 95%

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

Data Smart

by John W. Foreman • 2013

Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.

4.12

1k+

📊 Spreadsheet Modeling 📈 Business Analytics 🤖 Machine Learning For Managers

Data Smart 95%

Real machine learning inside Excel: cluster customers, forecast demand, optimize decisions. No code.

by John W. Foreman 2013

4.12

1k+ ratings

📊 Spreadsheet Modeling 📈 Business Analytics 🤖 Machine Learning For Managers

Predictive Analytics For Dummies

by Anasse Bari • 2013

A guide to building models that forecast, classify, and find hidden patterns, without a math degree.

3.74

111

📊 Data Science 🔮 Predictive Modeling 🐥 Beginner Guides

Predictive Analytics For Dummies Summary

Predictive Analytics For Dummies 94%

A guide to building models that forecast, classify, and find hidden patterns, without a math degree.

by Anasse Bari 2013

3.74

111 ratings

📊 Data Science 🔮 Predictive Modeling 🐥 Beginner Guides

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 94%

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

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 94%

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

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 94%

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

Artificial Intelligence and Machine Learning for Business

by Steven Finlay • 2018

ML projects fail for business reasons, not technical ones. The rules for getting it right.

4.14

207

🤖 Machine Learning Basics 📊 Predictive Analytics 👔 AI For Managers

Artificial Intelligence and Machine Learning for Business Summary

Artificial Intelligence and Machine Learning for Business 94%

ML projects fail for business reasons, not technical ones. The rules for getting it right.

by Steven Finlay 2018

4.14

207 ratings

🤖 Machine Learning Basics 📊 Predictive Analytics 👔 AI For Managers

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 94%

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

Effective Data Storytelling

by Brent Dykes • 2019

Your data is sound and nobody acts. What the spreadsheet is missing.

4.20

305

🎯 Data Storytelling 📊 Data Visualization 📖 Narrative Design

Effective Data Storytelling 94%

Your data is sound and nobody acts. What the spreadsheet is missing.

by Brent Dykes 2019

4.20

305 ratings

🎯 Data Storytelling 📊 Data Visualization 📖 Narrative Design

Artificial Intelligence in Practice

by Bernard Marr • 2019

Robots patrol Walmart aisles. Netflix guesses your next watch. How 50 companies already run on AI.

3.41

251

🤖 Ai In Business 📋 Corporate Case Studies 🧠 Applied Machine Learning

Artificial Intelligence in Practice Summary

Artificial Intelligence in Practice 94%

Robots patrol Walmart aisles. Netflix guesses your next watch. How 50 companies already run on AI.

by Bernard Marr 2019

3.41

251 ratings

🤖 Ai In Business 📋 Corporate Case Studies 🧠 Applied Machine Learning

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 94%

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

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 94%

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

by Nina Evans 2024

🏛️ Information Governance ✅ Data Quality 🏷️ Metadata 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 94%

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

Storytelling with Data

by Cole Nussbaumer Knaflic • 2015

A repeatable process for turning messy spreadsheets into clear charts that drive action.

4.38

8k+

🖥️ Data Visualization 💼 Business Communication 📊 Data Storytelling

Storytelling with Data 93%

A repeatable process for turning messy spreadsheets into clear charts that drive action.

by Cole Nussbaumer Knaflic 2015

4.38

8k+ ratings

🖥️ Data Visualization 💼 Business Communication 📊 Data Storytelling

Practical Data Analytics for BFSI

by Mr. Bharat Sikka • 2023

ATM refills, fraud alerts, loan approvals: the data models that run a modern bank.

🏦 Banking Analytics 💼 Financial Services 🗂️ Data Governance

Practical Data Analytics for BFSI Summary

Practical Data Analytics for BFSI 93%

ATM refills, fraud alerts, loan approvals: the data models that run a modern bank.

by Mr. Bharat Sikka 2023

🏦 Banking Analytics 💼 Financial Services 🗂️ Data Governance

Power And Prediction

by Ajay Agrawal • 2022

AI works. Now the long, slow work of rebuilding everything around it begins.

4.22

7k+

🤖 Ai In Business 🏗️ Organizational Design 🔄 Digital Transformation

Power And Prediction 93%

AI works. Now the long, slow work of rebuilding everything around it begins.

by Ajay Agrawal 2022

4.22

7k+ ratings

🤖 Ai In Business 🏗️ Organizational Design 🔄 Digital Transformation

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 93%

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

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 93%

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

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 92%

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

IoT Inc

by Bruce Sinclair • 2017

Sensors turn products into services. Here's how to sell outcomes, not hardware.

3.92

144

🌐 IoT Strategy 🔄 Business Model Innovation 💰 Data Monetization

IoT Inc 92%

Sensors turn products into services. Here's how to sell outcomes, not hardware.

by Bruce Sinclair 2017

3.92

144 ratings

🌐 IoT Strategy 🔄 Business Model Innovation 💰 Data Monetization

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 92%

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

AI Value Creators

by Paul Zikopoulos • 2025

Most AI adopters stay users. Value creators build on proprietary data and governed models instead.

3.66

🏢 Enterprise AI 🔄 Digital Transformation 📊 Data Strategy

AI Value Creators 92%

Most AI adopters stay users. Value creators build on proprietary data and governed models instead.

by Paul Zikopoulos 2025

3.66

44 ratings

🏢 Enterprise AI 🔄 Digital Transformation 📊 Data Strategy

The AI Advantage

by Thomas H. Davenport • 2018

Stop chasing AI hype: the three business capabilities that actually deliver returns.

3.54

149

🏢 Enterprise Ai 📱 Digital Transformation ⚙️ Process Automation

The AI Advantage 92%

Stop chasing AI hype: the three business capabilities that actually deliver returns.

by Thomas H. Davenport 2018

3.54

149 ratings

🏢 Enterprise Ai 📱 Digital Transformation ⚙️ Process Automation

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 92%

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

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 92%

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

Reinventing ITIL® and DevOps with Digital Transformation

by Abhinav Krishna Kaiser • 2023

ITIL meets DevOps in a digital transformation architecture that's not about the tools.

4.00

🔄 Digital Transformation 🛠️ It Service Management ⚙️ Devops

Reinventing ITIL® and DevOps with Digital Transformation Summary

Reinventing ITIL® and DevOps with Digital Transformation 92%

ITIL meets DevOps in a digital transformation architecture that's not about the tools.

by Abhinav Krishna Kaiser 2023

4.00

2 ratings

🔄 Digital Transformation 🛠️ It Service Management ⚙️ Devops

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 92%

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

AI in the Financial Markets

by Federico Cecconi • 2023

AI finds market patterns invisible to humans, trades on them instantly, and offers no explanation.

📉 Financial Markets 💻 Fintech 🤖 Algorithmic Trading

AI in the Financial Markets 92%

AI finds market patterns invisible to humans, trades on them instantly, and offers no explanation.

by Federico Cecconi 2023

📉 Financial Markets 💻 Fintech 🤖 Algorithmic Trading

How Data Science Is Transforming Health Care

by Tim O'Reilly • 2012

Healthcare guesses which half of its treatments work. Data science is finally giving it an answer.

3.54

118

🎯 Precision Medicine 📊 Big Data 📈 Predictive Analytics

How Data Science Is Transforming Health Care Summary

How Data Science Is Transforming Health Care 92%

Healthcare guesses which half of its treatments work. Data science is finally giving it an answer.

by Tim O'Reilly 2012

3.54

118 ratings

🎯 Precision Medicine 📊 Big Data 📈 Predictive Analytics

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 92%

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

Competing in the Age of AI

by Marco Iansiti • 2020

AI dissolves the old limits of scale, scope, and learning, and demands a new corporate architecture.

3.82

1k+

🤖 Ai Business Models 🏗️ Platform Strategy 🔗 Data Network Effects

Competing in the Age of AI 92%

AI dissolves the old limits of scale, scope, and learning, and demands a new corporate architecture.

by Marco Iansiti 2020

3.82

1k+ ratings

🤖 Ai Business Models 🏗️ Platform Strategy 🔗 Data Network Effects

Marketing in the Age of Google

by Vanessa Fox • 2010

Most searchers bypass ads entirely. A strategy for capturing the 85% of clicks you are missing.

3.91

390

📱 Digital Marketing 🔍 Search Engine Optimization 📊 Market Research

Marketing in the Age of Google 92%

Most searchers bypass ads entirely. A strategy for capturing the 85% of clicks you are missing.

by Vanessa Fox 2010

3.91

390 ratings

📱 Digital Marketing 🔍 Search Engine Optimization 📊 Market Research

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 92%

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

Converted

by Neil Hoyne • 2022

Your best customers are hiding in your data. How to find them before your competitors do.

3.88

335

📊 Customer Analytics 🧠 Behavioral Economics 🔄 Customer Retention

Converted 92%

Your best customers are hiding in your data. How to find them before your competitors do.

by Neil Hoyne 2022

3.88

335 ratings

📊 Customer Analytics 🧠 Behavioral Economics 🔄 Customer Retention

Business Analyst's Mentor Book

by Emrah Yayici • 2013

The 80/20 business-IT formula, plus requirements, agile, and UX techniques to save your projects.

3.67

187

📊 Business Analysis 📋 Requirements Management 🔄 Agile Methodology

Business Analyst's Mentor Book 92%

The 80/20 business-IT formula, plus requirements, agile, and UX techniques to save your projects.

by Emrah Yayici 2013

3.67

187 ratings

📊 Business Analysis 📋 Requirements Management 🔄 Agile Methodology

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 92%

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

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 92%

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

Machine, Platform, Crowd

by Andrew McAfee • 2018

Machines outthink experts, platforms own customers, and outsiders solve what insiders cannot.

4.04

3k+

🏢 Technology Strategy 🛒 Platform Economics 📈 Data-Driven Decisions

Machine, Platform, Crowd 92%

Machines outthink experts, platforms own customers, and outsiders solve what insiders cannot.

by Andrew McAfee 2018

4.04

3k+ ratings

🏢 Technology Strategy 🛒 Platform Economics 📈 Data-Driven Decisions

How Data Happened

by Chris Wiggins • 2023

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

3.54

467

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics

How Data Happened 92%

Data was never neutral. How statistics went from serving kings to fueling the attention economy.

by Chris Wiggins 2023

3.54

467 ratings

🧮 History Of Statistics 🏛️ Data And Society ⚖️ Data Ethics

How to Start a Business Analyst Career

by Laura Brandenburg • 2015

No BA title yet? Build the skills, network, and experience to claim your first role.

3.95

118

📊 Business Analysis 💻 Tech Careers 🔄 Career Transitions

How to Start a Business Analyst Career Summary

How to Start a Business Analyst Career 92%

No BA title yet? Build the skills, network, and experience to claim your first role.

by Laura Brandenburg 2015

3.95

118 ratings

📊 Business Analysis 💻 Tech Careers 🔄 Career Transitions

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