🤖 Machine Learning

From neural networks to decision trees, these books unpack the algorithms that allow computers to learn from data and reshape industries. Readers come here to understand the technical foundations driving the AI revolution.

The Age of A.I. and Our Human Future

by Henry Kissinger • 2021

A new intelligence is reshaping knowledge, strategy, and order; it is an actor, not a tool.

3.43

5k+

🌍 Ai Geopolitics ⚖️ Ai Ethics 🤝 Human-Ai Partnership 🎯 Autonomous Weapons 🔍 Philosophy Of Technology

The Age of A.I. and Our Human Future

A new intelligence is reshaping knowledge, strategy, and order; it is an actor, not a tool.

by Henry Kissinger 2021

3.43

5k+ ratings

🌍 Ai Geopolitics ⚖️ Ai Ethics 🤝 Human-Ai Partnership 🎯 Autonomous Weapons 🔍 Philosophy Of Technology

Artificial Intelligence

by Melanie Mitchell • 2019

Chess champion AI still can't reason like a toddler. The true barrier to general intelligence.

4.33

4k+

🧠 Artificial Intelligence 🔬 Deep Learning ⚠️ Ai Limitations 🌐 Artificial General Intelligence ⚖️ Ai Ethics

Artificial Intelligence

Chess champion AI still can't reason like a toddler. The true barrier to general intelligence.

by Melanie Mitchell 2019

4.33

4k+ ratings

🧠 Artificial Intelligence 🔬 Deep Learning ⚠️ Ai Limitations 🌐 Artificial General Intelligence ⚖️ Ai Ethics

A Brief History of Artificial Intelligence

by Michael Wooldridge • 2021

AI has overpromised for decades. Deep learning is different, but not how most think.

3.87

555

📜 Ai History ⚖️ Ai Ethics 🤖 Job Automation 🎯 Algorithmic Bias 💭 Machine Consciousness

A Brief History of Artificial Intelligence

AI has overpromised for decades. Deep learning is different, but not how most think.

by Michael Wooldridge 2021

3.87

555 ratings

📜 Ai History ⚖️ Ai Ethics 🤖 Job Automation 🎯 Algorithmic Bias 💭 Machine Consciousness

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+

The Master Algorithm

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

by Pedro Domingos 2015

3.73

6k+ ratings

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 ⚙️ Marketing Automation 📊 Data-Driven Marketing

Marketing Artificial Intelligence

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 ⚙️ Marketing Automation 📊 Data-Driven Marketing

Python Data Science Handbook

by Jake VanderPlas • 2016

Four libraries, one workflow: the Python path from raw data to validated predictions.

4.29

676

📊 Data Science 🐍 Scientific Python 🧹 Data Preprocessing ⚙️ Feature Engineering ✅ Model Validation

Python Data Science Handbook

Four libraries, one workflow: the Python path from raw data to validated predictions.

by Jake VanderPlas 2016

4.29

676 ratings

📊 Data Science 🐍 Scientific Python 🧹 Data Preprocessing ⚙️ Feature Engineering ✅ Model Validation

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 👥 Crowdsourcing 🤖 Automation And Jobs

Machine, Platform, Crowd

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 👥 Crowdsourcing 🤖 Automation And Jobs

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 ⚖️ Ai Ethics 🏛️ Ai Governance 🤖 Responsible Ai 🔮 Superintelligence

How AI Thinks

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 ⚖️ Ai Ethics 🏛️ Ai Governance 🤖 Responsible Ai 🔮 Superintelligence

The Hundred-Page Machine Learning Book

by Andriy Burkov • 2019

The one-sitting machine learning education: a hundred pages, no code, every algorithm that matters.

4.25

1k+

📊 Data Science 📚 Classical Machine Learning 📈 Statistical Learning 🏫 Supervised Learning 🕸️ Neural Networks

The Hundred-Page Machine Learning Book

The one-sitting machine learning education: a hundred pages, no code, every algorithm that matters.

by Andriy Burkov 2019

4.25

1k+ ratings

📊 Data Science 📚 Classical Machine Learning 📈 Statistical Learning 🏫 Supervised Learning 🕸️ Neural Networks

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 🧠 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 🔮 Predictive Analytics 📈 Big Data 🧠 Behavioral Prediction 💼 Business Analytics

Artificial Intelligence

by Harvard Business Review • 2019

Thirteen trillion dollars in AI-driven growth by 2030. The strategy for capturing it.

3.93

449

♟️ Ai Strategy 🤝 Human-Ai Collaboration 🚀 Ai Adoption 👥 Workforce Transformation ⚖️ Ai Ethics

Artificial Intelligence

Thirteen trillion dollars in AI-driven growth by 2030. The strategy for capturing it.

by Harvard Business Review 2019

3.93

449 ratings

♟️ Ai Strategy 🤝 Human-Ai Collaboration 🚀 Ai Adoption 👥 Workforce Transformation ⚖️ Ai Ethics

The Age of A.I. and Our Human Future

by Henry Kissinger • 2021

Old rules of knowledge, power, and war were built for humans. AI is rewriting them.

3.43

5k+

🌐 Tech Geopolitics ⚖️ Ai Ethics 🚀 Autonomous Weapons 🐽 Ai Governance ✨ Philosophy Of Technology

The Age of A.I. and Our Human Future

Old rules of knowledge, power, and war were built for humans. AI is rewriting them.

by Henry Kissinger 2021

3.43

5k+ ratings

🌐 Tech Geopolitics ⚖️ Ai Ethics 🚀 Autonomous Weapons 🐽 Ai Governance ✨ Philosophy Of Technology

Machines of Loving Grace

by John Markoff • 2015

Silicon Valley split between replacing humans and upgrading them. The fight isn't over.

3.67

627

🖥️ History Of Computing 🤖 Artificial Intelligence 🖱️ Human-Computer Interaction 🏭 Automation And Labor ⚖️ Ai Ethics

Machines of Loving Grace

Silicon Valley split between replacing humans and upgrading them. The fight isn't over.

by John Markoff 2015

3.67

627 ratings

🖥️ History Of Computing 🤖 Artificial Intelligence 🖱️ Human-Computer Interaction 🏭 Automation And Labor ⚖️ Ai Ethics

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

🧹 Data Preparation ⚖️ Model Evaluation 🏷️ Supervised Learning 🌳 Decision Trees 🧬 Neural Networks

Machine Learning For Absolute Beginners

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

by Oliver Theobald 2017

4.12

474 ratings

🧹 Data Preparation ⚖️ Model Evaluation 🏷️ Supervised Learning 🌳 Decision Trees 🧬 Neural Networks

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 📘 Ai Fundamentals 🔗 Connectionism 🔍 Pattern Recognition

Deep Learning

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 📘 Ai Fundamentals 🔗 Connectionism 🔍 Pattern Recognition

Artificial Intelligence

by Lasse Rouhiainen • 2018

An AI 101: the tech, the jobs at risk, and the one skill machines can't touch.

3.92

314

🤖 Artificial Intelligence 💻 Digital Transformation ⚖️ Ai Ethics 💼 Future Of Work 📊 Ai For Business

Artificial Intelligence

An AI 101: the tech, the jobs at risk, and the one skill machines can't touch.

by Lasse Rouhiainen 2018

3.92

314 ratings

🤖 Artificial Intelligence 💻 Digital Transformation ⚖️ Ai Ethics 💼 Future Of Work 📊 Ai For Business

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+

🕸️ Neural Networks 🔬 Deep Learning 🎮 Reinforcement Learning 📈 Statistical Learning 🏛️ Ai Foundations

Machine Learning

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

🕸️ Neural Networks 🔬 Deep Learning 🎮 Reinforcement Learning 📈 Statistical Learning 🏛️ Ai Foundations

Machine Learning with R

by Brett Lantz • 2015

Build the algorithms that catch spam, flag fraud, and recommend products: a hands-on guide in R.

4.20

312

💻 R Language 📈 Predictive Modeling 🏷️ Supervised Learning 📊 Classification Algorithms 🎯 Model Selection

Machine Learning with R

Build the algorithms that catch spam, flag fraud, and recommend products: a hands-on guide in R.

by Brett Lantz 2015

4.20

312 ratings

💻 R Language 📈 Predictive Modeling 🏷️ Supervised Learning 📊 Classification Algorithms 🎯 Model Selection

Neural Networks, Fuzzy Logic And Genetic Algorithms

by S. Rajasekaran • 2004

Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.

4.21

151

🖥️ Soft Computing 🧠 Neural Networks 🌫️ Fuzzy Logic 🧬 Genetic Algorithms 👁️ Pattern Recognition

Neural Networks, Fuzzy Logic And Genetic Algorithms

Soft computing's three pillars each have blind spots. This is how they fill each other's gaps.

by S. Rajasekaran 2004

4.21

151 ratings

🖥️ Soft Computing 🧠 Neural Networks 🌫️ Fuzzy Logic 🧬 Genetic Algorithms 👁️ Pattern Recognition

Introduction To Machine Learning

by Ethem Alpaydin • 2004

The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.

3.78

251

📊 Statistical Learning 🏷️ Supervised Learning 🎮 Reinforcement Learning 🎲 Bayesian Inference 🔍 Model Selection

Introduction To Machine Learning

The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.

by Ethem Alpaydin 2004

3.78

251 ratings

📊 Statistical Learning 🏷️ Supervised Learning 🎮 Reinforcement Learning 🎲 Bayesian Inference 🔍 Model Selection

Everyday Chaos

by David Weinberger • 2019

A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.

3.78

202

🔬 Complexity Science 🔄 Systems Thinking 💻 Digital Strategy 🔓 Open Platforms ⚖️ Ai Ethics

Everyday Chaos

A medical AI diagnoses illness but can't explain how. The age of demanding explanations is over.

by David Weinberger 2019

3.78

202 ratings

🔬 Complexity Science 🔄 Systems Thinking 💻 Digital Strategy 🔓 Open Platforms ⚖️ Ai Ethics

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

🧠 Deep Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy 📹 Surveillance Technology

Artificial Intelligence (WIRED guides)

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

by Matthew Burgess 2021

3.71

147 ratings

🧠 Deep Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy 📹 Surveillance Technology

Algorithms of the Intelligent Web

by Haralambos Marmanis • 2009

Search, recommend, cluster, classify: the algorithms that make web applications intelligent.

3.62

130

🌐 Web Applications 🎯 Recommendation Systems 📄 Text Mining ⛏️ Data Mining 🔍 Search Engines

Algorithms of the Intelligent Web

Search, recommend, cluster, classify: the algorithms that make web applications intelligent.

by Haralambos Marmanis 2009

3.62

130 ratings

🌐 Web Applications 🎯 Recommendation Systems 📄 Text Mining ⛏️ Data Mining 🔍 Search Engines

Neural Network for Beginners

by Sebastian Klaas • 2021

Stop treating neural networks as magic. Build them from scratch in Python, line by line.

5.00

🧬 Deep Learning 🔗 Neural Networks 🔧 From Scratch Coding 👁️ Image Recognition 🎓 Self-Taught Programmers

Neural Network for Beginners

Stop treating neural networks as magic. Build them from scratch in Python, line by line.

by Sebastian Klaas 2021

5.00

1 ratings

🧬 Deep Learning 🔗 Neural Networks 🔧 From Scratch Coding 👁️ Image Recognition 🎓 Self-Taught Programmers

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

🧠 Deep Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp 📈 Time Series Analysis

AI and Machine Learning for Coders

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

by Laurence Moroney 2021

4.09

108 ratings

🧠 Deep Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp 📈 Time Series Analysis

The Mind's Mirror

by Daniela Rus • 2024

AI extends every human capability, including the worst of us. A framework for the double edge.

3.59

110

📊 Ai Strategy ⚖️ Ai Ethics 💼 Future Of Work 🏛️ Technology Governance 🧠 Cognitive Science

The Mind's Mirror

AI extends every human capability, including the worst of us. A framework for the double edge.

by Daniela Rus 2024

3.59

110 ratings

📊 Ai Strategy ⚖️ Ai Ethics 💼 Future Of Work 🏛️ Technology Governance 🧠 Cognitive Science

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 🔍 Exploratory Data Analysis ⚙️ Feature Engineering 📐 Model Evaluation 📈 Time Series Forecasting

Python Machine Learning Case Studies

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 🔍 Exploratory Data Analysis ⚙️ Feature Engineering 📐 Model Evaluation 📈 Time Series Forecasting

Machine Learning

by Dr Ruchi Doshi • 2021

From training models with labeled data to finding hidden patterns: the algorithms behind modern AI.

5.00

📊 Supervised Learning 🧬 Deep Learning 🕹️ Reinforcement Learning 🛠️ Feature Engineering 🎯 Recommendation Systems

Machine Learning

From training models with labeled data to finding hidden patterns: the algorithms behind modern AI.

by Dr Ruchi Doshi 2021

5.00

1 ratings

📊 Supervised Learning 🧬 Deep Learning 🕹️ Reinforcement Learning 🛠️ Feature Engineering 🎯 Recommendation Systems

ChatGPT

by Kenneth Caraballo • 2023

A language model is already rewriting the rules of customer service, education, finance, and health.

🧠 Large Language Models 💬 Conversational Ai 💼 Ai In Business 🏭 Workforce Automation ⚖️ Ai Ethics

ChatGPT

A language model is already rewriting the rules of customer service, education, finance, and health.

by Kenneth Caraballo 2023

🧠 Large Language Models 💬 Conversational Ai 💼 Ai In Business 🏭 Workforce Automation ⚖️ Ai Ethics

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