50 Books like Fundamentals of Machine Learning for Predictive Data Analytics

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 🧹 Data Preparation 🧩 Clustering

Predictive Analytics For Dummies Summary

Predictive Analytics For Dummies 97%

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 🧹 Data Preparation 🧩 Clustering

Machine Learning For Absolute Beginners

by Oliver Theobald • 2017

How machine learning algorithms think, from regression to neural networks, no math required.

4.12

474

🧠 Machine Learning 🧹 Data Preparation ⚖️ Model Evaluation 🏷️ Supervised Learning 🌳 Decision Trees

Machine Learning For Absolute Beginners Summary

Machine Learning For Absolute Beginners 96%

How machine learning algorithms think, from regression to neural networks, no math required.

by Oliver Theobald 2017

4.12

474 ratings

🧠 Machine Learning 🧹 Data Preparation ⚖️ Model Evaluation 🏷️ Supervised Learning 🌳 Decision Trees

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 📊 Data-Driven Decisions 📘 Technical Primers

Numsense! Data Science for the Layman Summary

Numsense! Data Science for the Layman 96%

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 📊 Data-Driven Decisions 📘 Technical Primers

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 🧩 Unsupervised Learning ⚖️ Data Ethics

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 🧩 Unsupervised Learning ⚖️ Data Ethics

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 📈 Data-Driven Strategy ⚖️ Ethical AI

Artificial Intelligence and Machine Learning for Business Summary

Artificial Intelligence and Machine Learning for Business 95%

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 📈 Data-Driven Strategy ⚖️ Ethical AI

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 🤖 Machine Learning 🧠 Behavioral Prediction

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 🤖 Machine Learning 🧠 Behavioral Prediction

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 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 🧮 Quantitative Decision Making 🔮 Forecasting Methods

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 📈 Data Visualization 🧹 Data Preparation

Confident Data Skills 94%

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 Visualization 🧹 Data Preparation

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 📈 Predictive Analytics ⚙️ Automation

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 📈 Predictive Analytics ⚙️ Automation

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 🧹 Data Quality 🔧 Data Engineering

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 🧹 Data Quality 🔧 Data Engineering

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 🔍 Data Skepticism 🤖 Machine Learning Basics

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 🔍 Data Skepticism 🤖 Machine Learning Basics

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 🧠 Analytics Culture 🗄️ Data Management

Competing on Analytics 94%

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 🧠 Analytics Culture 🗄️ Data Management

The Master Algorithm

by Pedro Domingos • 2015

Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.

3.73

6k+

🤖 Machine Learning 📚 Popular Science 🧠 Superintelligence 📊 Big Data ⚖️ Ai Ethics

The Master Algorithm 93%

Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.

by Pedro Domingos 2015

3.73

6k+ ratings

🤖 Machine Learning 📚 Popular Science 🧠 Superintelligence 📊 Big Data ⚖️ Ai Ethics

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 📊 Data Quality 📏 Model Evaluation

The AI Playbook 93%

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 📊 Data Quality 📏 Model Evaluation

Designing Machine Learning Systems

by Chip Huyen • 2022

Accuracy is not enough. An iterative playbook for machine learning systems that survive production.

4.45

1k+

⚙️ Machine Learning Engineering 🔧 Mlops 🔄 Iterative Design 📋 Reproducible Ml 🤝 Ensemble Learning

Designing Machine Learning Systems Summary

Designing Machine Learning Systems 93%

Accuracy is not enough. An iterative playbook for machine learning systems that survive production.

by Chip Huyen 2022

4.45

1k+ ratings

⚙️ Machine Learning Engineering 🔧 Mlops 🔄 Iterative Design 📋 Reproducible Ml 🤝 Ensemble Learning

AI and Machine Learning for Coders

by Laurence Moroney • 2021

Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.

4.09

108

🤖 Machine Learning 🧠 Deep Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp

AI and Machine Learning for Coders Summary

AI and Machine Learning for Coders 93%

Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.

by Laurence Moroney 2021

4.09

108 ratings

🤖 Machine Learning 🧠 Deep Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp

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 🔮 Predictive Analytics

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 Visualization 🔮 Predictive Analytics

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 Strategy 📉 Marketing 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 🧠 Ai Strategy 📉 Marketing Analytics

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 📊 Predictive Analytics ⚡ Industry Disruption

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 📊 Predictive Analytics ⚡ Industry Disruption

Real World AI

by Alyssa Simpson Rochwerger • 2021

Bring AI into a real business without bias, drift, and wasted millions: the practical playbook.

4.01

🏢 Enterprise Ai 🎯 Ai Strategy ⚖️ Responsible Ai 📊 Data Governance ⚙️ Mlops

Real World AI 93%

Bring AI into a real business without bias, drift, and wasted millions: the practical playbook.

by Alyssa Simpson Rochwerger 2021

4.01

88 ratings

🏢 Enterprise Ai 🎯 Ai Strategy ⚖️ Responsible Ai 📊 Data Governance ⚙️ Mlops

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 📖 Data Literacy 🔧 Everyday Analytics

Behind Every Good Decision 93%

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 Literacy 🔧 Everyday Analytics

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 🌐 Quantified World 🔗 Correlation Analysis

Big Data 93%

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 🌐 Quantified World 🔗 Correlation Analysis

Machine Learning

by Ethem Alpaydin • 2016

From spam filters to self-driving cars: the algorithms that learn from data, and what comes next.

3.62

1k+

🧠 Machine Learning 🕸️ Neural Networks 🔬 Deep Learning 🎮 Reinforcement Learning 📈 Statistical Learning

Machine Learning 92%

From spam filters to self-driving cars: the algorithms that learn from data, and what comes next.

by Ethem Alpaydin 2016

3.62

1k+ ratings

🧠 Machine Learning 🕸️ Neural Networks 🔬 Deep Learning 🎮 Reinforcement Learning 📈 Statistical Learning

Deep Learning

by John D. Kelleher • 2019

Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.

3.89

473

🔬 Deep Learning 🧠 Neural Networks 🤖 Machine Learning 📘 Ai Fundamentals 🔗 Connectionism

Deep Learning 92%

Deep learning isn't clever math. It's simple neurons, wired at scale, learning from their mistakes.

by John D. Kelleher 2019

3.89

473 ratings

🔬 Deep Learning 🧠 Neural Networks 🤖 Machine Learning 📘 Ai Fundamentals 🔗 Connectionism

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 👥 Customer Intelligence 📈 Conversion Optimization

Web Analytics 2.0 92%

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 👥 Customer Intelligence 📈 Conversion Optimization

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 Summary

Practical Data Analytics for BFSI 92%

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

Practicing Trustworthy Machine Learning

by Yada Pruksachatkun • 2023

Privacy, fairness, explainability, robustness: the engineering guide for ML models that earn trust.

4.95

111

🤖 Responsible Ai ⚙️ Ml Engineering ⚖️ Model Fairness 🔍 Explainable Ai 🔒 Privacy-Preserving Ml

Practicing Trustworthy Machine Learning Summary

Practicing Trustworthy Machine Learning 92%

Privacy, fairness, explainability, robustness: the engineering guide for ML models that earn trust.

by Yada Pruksachatkun 2023

4.95

111 ratings

🤖 Responsible Ai ⚙️ Ml Engineering ⚖️ Model Fairness 🔍 Explainable Ai 🔒 Privacy-Preserving Ml

Applied Artificial Intelligence

by Mariya Yao • 2018

AI that doesn't pay for itself is overhead. The business leader's framework for picking what wins.

3.57

410

🧠 Ai Strategy 🏢 Enterprise Ai ⚖️ Ai Ethics 🤖 Machine Learning For Business 📊 Data Strategy

Applied Artificial Intelligence 92%

AI that doesn't pay for itself is overhead. The business leader's framework for picking what wins.

by Mariya Yao 2018

3.57

410 ratings

🧠 Ai Strategy 🏢 Enterprise Ai ⚖️ Ai Ethics 🤖 Machine Learning For Business 📊 Data Strategy

Marketing Artificial Intelligence

by Paul Roetzer • 2022

How to separate AI hype from real marketing use cases, and what to automate first.

3.66

132

🖥️ Marketing Technology 🤖 Ai In Business 📈 Marketing Strategy 🧠 Machine Learning ⚙️ Marketing Automation

Marketing Artificial Intelligence Summary

Marketing Artificial Intelligence 92%

How to separate AI hype from real marketing use cases, and what to automate first.

by Paul Roetzer 2022

3.66

132 ratings

🖥️ Marketing Technology 🤖 Ai In Business 📈 Marketing Strategy 🧠 Machine Learning ⚙️ Marketing Automation

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 Governance 🤝 Trustworthy AI

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 🛡️ AI Governance 🤝 Trustworthy AI

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 🗄️ Data Infrastructure ⚖️ Ethical Ai

All-in On AI 92%

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 🗄️ Data Infrastructure ⚖️ Ethical Ai

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 🤝 Augmented Intelligence ⚖️ Responsible Ai

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 🤝 Augmented Intelligence ⚖️ Responsible Ai

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 🧮 Analytics 🔒 Data Governance

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 🧮 Analytics 🔒 Data Governance

How AI Thinks

by Nigel Toon • 2024

It's a learning engine, not a thinking mind. The revolution is here, and it's not sentient.

3.62

322

💻 Computing History 🧠 Machine Learning ⚖️ Ai Ethics 🏛️ Ai Governance 🤖 Responsible Ai

How AI Thinks 92%

It's a learning engine, not a thinking mind. The revolution is here, and it's not sentient.

by Nigel Toon 2024

3.62

322 ratings

💻 Computing History 🧠 Machine Learning ⚖️ Ai Ethics 🏛️ Ai Governance 🤖 Responsible Ai

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 📖 Data Storytelling 📋 Evidence-Based Management

Keeping Up with the Quants 92%

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 📖 Data Storytelling 📋 Evidence-Based Management

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 📊 Quantitative Reasoning 🕸️ Network Theory

The Model Thinker 91%

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 📊 Quantitative Reasoning 🕸️ Network Theory

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 📊 Quantitative Finance 📡 Alternative Data

AI in the Financial Markets 91%

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

by Federico Cecconi 2023

📉 Financial Markets 💻 Fintech 🤖 Algorithmic Trading 📊 Quantitative Finance 📡 Alternative Data

Artificial Intelligence (WIRED guides)

by Matthew Burgess • 2021

AI masters chess, spots cancer, drives cars. But who trains it, and on whose data?

3.71

147

🖥️ Machine Learning 🧠 Deep Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy

Artificial Intelligence (WIRED guides) Summary

Artificial Intelligence (WIRED guides) 91%

AI masters chess, spots cancer, drives cars. But who trains it, and on whose data?

by Matthew Burgess 2021

3.71

147 ratings

🖥️ Machine Learning 🧠 Deep Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy

What Are ChatGPT and Its Friends?

by Mike Loukides • 2023

A field guide to large language models: surprising strengths, dangerous blind spots, and real costs.

4.00

🧬 Generative Ai 🤖 Large Language Models ⚖️ Ai Ethics 📡 Tech Explainers 🛠️ Applied Ai

What Are ChatGPT and Its Friends? Summary

What Are ChatGPT and Its Friends? 91%

A field guide to large language models: surprising strengths, dangerous blind spots, and real costs.

by Mike Loukides 2023

4.00

7 ratings

🧬 Generative Ai 🤖 Large Language Models ⚖️ Ai Ethics 📡 Tech Explainers 🛠️ Applied Ai

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 🔮 Predictive Modeling 📏 Performance Metrics

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 🔮 Predictive Modeling 📏 Performance Metrics

Artificial Intelligence For Dummies (For Dummies

by John Paul Mueller • 2018

AI is math, not magic. A plain-English guide to what machine learning can and cannot do.

3.41

242

🤖 Ai For Beginners 📖 Ai Literacy 🎯 Narrow Ai 🧠 Deep Learning ⚖️ Ai Ethics

Artificial Intelligence For Dummies (For Dummies Summary

Artificial Intelligence For Dummies (For Dummies 91%

AI is math, not magic. A plain-English guide to what machine learning can and cannot do.

by John Paul Mueller 2018

3.41

242 ratings

🤖 Ai For Beginners 📖 Ai Literacy 🎯 Narrow Ai 🧠 Deep Learning ⚖️ Ai Ethics

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 🤔 Cognitive Biases 📈 Risk Modeling

How to Measure Anything in Cybersecurity Risk Summary

How to Measure Anything in Cybersecurity Risk 91%

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 🤔 Cognitive Biases 📈 Risk Modeling

The Deep Learning Revolution

by Terrence J. Sejnowski • 2018

The AI that works copies the brain. For decades it was a backwater. Then it won.

3.72

597

🤖 Deep Learning 📜 History Of Ai 🧠 Computational Neuroscience 🎮 Reinforcement Learning 🌐 Unsupervised Learning

The Deep Learning Revolution 91%

The AI that works copies the brain. For decades it was a backwater. Then it won.

by Terrence J. Sejnowski 2018

3.72

597 ratings

🤖 Deep Learning 📜 History Of Ai 🧠 Computational Neuroscience 🎮 Reinforcement Learning 🌐 Unsupervised Learning

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 91%

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

Prediction Machines

by Ajay Agrawal • 2018

AI is cheaper prediction. Treat it as a collapsing input cost and watch strategies tip.

3.86

4k+

📉 Ai Economics 📋 Technology Strategy 🤝 Human-Machine Collaboration 📊 Data Strategy 🔄 Workflow Design

Prediction Machines 91%

AI is cheaper prediction. Treat it as a collapsing input cost and watch strategies tip.

by Ajay Agrawal 2018

3.86

4k+ ratings

📉 Ai Economics 📋 Technology Strategy 🤝 Human-Machine Collaboration 📊 Data Strategy 🔄 Workflow Design

AI Strategy for Sales and Marketing

by Katie King • 2022

An 11-step framework for embedding AI into marketing, sales, and customer experience.

3.20

🤖 Ai In Business 📈 Ai In Marketing 🤝 Customer Experience 🔄 Digital Transformation ⚖️ Ai Ethics

AI Strategy for Sales and Marketing Summary

AI Strategy for Sales and Marketing 91%

An 11-step framework for embedding AI into marketing, sales, and customer experience.

by Katie King 2022

3.20

5 ratings

🤖 Ai In Business 📈 Ai In Marketing 🤝 Customer Experience 🔄 Digital Transformation ⚖️ Ai Ethics

Robin Hood Math

by Noah Giansiracusa • 2025

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

3.91

185

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics 📊 Bayesian Reasoning 📉 Everyday Statistics

Robin Hood Math 91%

Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.

by Noah Giansiracusa 2025

3.91

185 ratings

🧮 Algorithmic Literacy 🛡️ Digital Self-Defense 📐 Applied Mathematics 📊 Bayesian Reasoning 📉 Everyday Statistics

The Art of Doing Science and Engineering

by Richard W. Hamming • 1996

What separates great scientists from good ones: they pick better problems.

4.18

2k+

🧠 Scientific Thinking ⚙️ Engineering Practice 💻 Computational Thinking 🔬 Research Methods 🔗 Interdisciplinary

The Art of Doing Science and Engineering Summary

The Art of Doing Science and Engineering 91%

What separates great scientists from good ones: they pick better problems.

by Richard W. Hamming 1996

4.18

2k+ ratings

🧠 Scientific Thinking ⚙️ Engineering Practice 💻 Computational Thinking 🔬 Research Methods 🔗 Interdisciplinary

AI Engineering

by Chip Huyen • 2025

Stop training models from scratch. The new discipline for building AI that ships.

4.37

1k+

🏗️ Llm Application Development 📝 Prompt Engineering 🔍 Rag Systems 🎯 Model Finetuning 📊 Ai Evaluation

AI Engineering 91%

Stop training models from scratch. The new discipline for building AI that ships.

by Chip Huyen 2025

4.37

1k+ ratings

🏗️ Llm Application Development 📝 Prompt Engineering 🔍 Rag Systems 🎯 Model Finetuning 📊 Ai Evaluation

Rise of Generative AI and ChatGPT

by Utpal Chakraborty • 2023

Generative AI's business playbook: what ChatGPT delivers, where it stumbles, and what comes next.

1.33

🧠 Generative Ai 💼 Ai In Business ⚖️ Ai Ethics 💬 Natural Language Processing 📖 Ai Literacy

Rise of Generative AI and ChatGPT Summary

Rise of Generative AI and ChatGPT 91%

Generative AI's business playbook: what ChatGPT delivers, where it stumbles, and what comes next.

by Utpal Chakraborty 2023

1.33

12 ratings

🧠 Generative Ai 💼 Ai In Business ⚖️ Ai Ethics 💬 Natural Language Processing 📖 Ai Literacy

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