📈 Predictive Analytics

The science of using data, algorithms, and statistical models to forecast what's coming next — from customer behavior to disease outbreaks. These books reveal how prediction is reshaping decision-making across every industry.

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 ⚡ Industry Disruption 🔬 Disruption Theory

Power And Prediction

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 ⚡ Industry Disruption 🔬 Disruption Theory

The Signal and the Noise

by Nate Silver • 2012

Why weather forecasters improve while economists flounder, and what that reveals about prediction.

3.97

53k+

🔮 Forecasting Methods 🧩 Bayesian Reasoning 🧠 Cognitive Biases ⚠️ Risk And Uncertainty 🐝 Wisdom Of Crowds

The Signal and the Noise

Why weather forecasters improve while economists flounder, and what that reveals about prediction.

by Nate Silver 2012

3.97

53k+ ratings

🔮 Forecasting Methods 🧩 Bayesian Reasoning 🧠 Cognitive Biases ⚠️ Risk And Uncertainty 🐝 Wisdom Of Crowds

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 👔 AI For Managers 📈 Data-Driven Strategy ⚖️ Ethical AI 🚀 Technology Adoption

Artificial Intelligence and Machine Learning for Business

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 👔 AI For Managers 📈 Data-Driven Strategy ⚖️ Ethical AI 🚀 Technology Adoption

The Bestseller Code

by Jodie Archer • 2016

An algorithm spots bestsellers with 80 percent accuracy, reading signals no writing class teaches.

3.81

1k+

✍️ Novel Writing 📊 Text Mining 📈 Plot Structure 🎢 Emotional Arcs 🎯 Character Agency

The Bestseller Code

An algorithm spots bestsellers with 80 percent accuracy, reading signals no writing class teaches.

by Jodie Archer 2016

3.81

1k+ ratings

✍️ Novel Writing 📊 Text Mining 📈 Plot Structure 🎢 Emotional Arcs 🎯 Character Agency

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 🧹 Imperfect Data 🌐 Quantified World 🔗 Correlation Analysis ⚖️ Data Ethics

Big Data

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 🧹 Imperfect Data 🌐 Quantified World 🔗 Correlation Analysis ⚖️ Data Ethics

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 ⚙️ Automation 🔄 Digital Transformation

Artificial Intelligence in Practice

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 ⚙️ Automation 🔄 Digital Transformation

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 🧮 Quantitative Decision Making 🔮 Forecasting Methods

Data Smart

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 🧮 Quantitative Decision Making 🔮 Forecasting Methods

The Machine Learning Solutions Architect Handbook

by David Ping • 2022

Most ML models never make it to production. The architecture playbook for the ones that do.

4.06

🏢 Enterprise Ml 🏗️ Solution Architecture 🔄 Ml Lifecycle ⚙️ Mlops 🔬 Applied Machine Learning

The Machine Learning Solutions Architect Handbook

Most ML models never make it to production. The architecture playbook for the ones that do.

by David Ping 2022

4.06

16 ratings

🏢 Enterprise Ml 🏗️ Solution Architecture 🔄 Ml Lifecycle ⚙️ Mlops 🔬 Applied Machine Learning

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 📈 Big Data 🤖 Machine Learning 🧠 Behavioral Prediction 💼 Business Analytics

Predictive Analytics

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 📈 Big Data 🤖 Machine Learning 🧠 Behavioral Prediction 💼 Business Analytics

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 Visualization 📋 Data-Driven Management

Data Analytics Made Accessible

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 📈 Data Visualization 📋 Data-Driven Management

Bursts

by Albert-László Barabási • 2010

Why your email bursts, your travels repeat, and history rhymes: one hidden law of priority.

3.30

1k+

🕸️ Complex Systems 🔗 Network Science 📉 Power Laws ✅ Task Prioritization 🔐 Data And Privacy

Bursts

Why your email bursts, your travels repeat, and history rhymes: one hidden law of priority.

by Albert-László Barabási 2010

3.30

1k+ ratings

🕸️ Complex Systems 🔗 Network Science 📉 Power Laws ✅ Task Prioritization 🔐 Data And Privacy

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 📊 Data-Driven Decisions 📘 Technical Primers 💼 Business Analytics

Numsense! Data Science for the Layman

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 📊 Data-Driven Decisions 📘 Technical Primers 💼 Business Analytics

Fundamentals of Machine Learning for Predictive Data Analytics

by John D. Kelleher • 2015

Pick the right machine learning approach for any business problem, guided by real case studies.

4.35

105

💼 Business Analytics 🤖 Supervised Learning 📈 Model Evaluation 🧹 Data Preparation 🔧 Feature Engineering

Fundamentals of Machine Learning for Predictive Data Analytics

Pick the right machine learning approach for any business problem, guided by real case studies.

by John D. Kelleher 2015

4.35

105 ratings

💼 Business Analytics 🤖 Supervised Learning 📈 Model Evaluation 🧹 Data Preparation 🔧 Feature Engineering

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 📉 Data Visualization ⚖️ Data Ethics

Big Data

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 Visualization ⚖️ Data Ethics

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 🧠 Ai Strategy 📉 Marketing Analytics 🎯 Customer Segmentation

AI for Marketing and Product Innovation

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 🧠 Ai Strategy 📉 Marketing Analytics 🎯 Customer Segmentation

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 🔁 As-A-Service Models 🏭 Industry 4.0

IoT Inc

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 🔁 As-A-Service Models 🏭 Industry 4.0

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 💰 Value-Based Care 💻 Health IT 🩺 Data-Driven Healthcare

How Data Science Is Transforming Health Care

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 💰 Value-Based Care 💻 Health IT 🩺 Data-Driven Healthcare

Credit Scoring and Its Applications

by Lyn C. Thomas • 1987

How the algorithms that decide who gets a loan actually work, and how to build them.

3.62

💳 Credit Risk 🏦 Consumer Lending 📊 Statistical Modeling ⚙️ Operational Research ⚠️ Risk Management

Credit Scoring and Its Applications

How the algorithms that decide who gets a loan actually work, and how to build them.

by Lyn C. Thomas 1987

3.62

13 ratings

💳 Credit Risk 🏦 Consumer Lending 📊 Statistical Modeling ⚙️ Operational Research ⚠️ Risk Management

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 🕵️ Fraud Detection ⚠️ Risk Management

Practical Data Analytics for BFSI

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 🕵️ Fraud Detection ⚠️ Risk Management

Addiction by Design

by Natasha Dow Schüll • 2012

Machine gambling is engineered to dissolve the self. Winning is just a chance to keep playing.

4.18

1k+

🎰 Machine Gambling 🏛️ Casino Design 🧠 Addiction Studies 🧩 Behavioral Design 👁️ Surveillance Capitalism

Addiction by Design

Machine gambling is engineered to dissolve the self. Winning is just a chance to keep playing.

by Natasha Dow Schüll 2012

4.18

1k+ ratings

🎰 Machine Gambling 🏛️ Casino Design 🧠 Addiction Studies 🧩 Behavioral Design 👁️ Surveillance Capitalism

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