14 Books like Hands-On Machine Learning with Scikit-Learn and TensorFlow

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 98%

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

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 97%

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

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 96%

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

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 95%

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

Why Machines Learn

by Anil Ananthaswamy • 2024

The perceptron flopped but the math stayed: the linear algebra and calculus that built the AI age.

4.38

1k+

📜 History Of Ai 🧬 Deep Learning 🧠 Neural Network Theory 📐 Linear Algebra 🔢 Mathematical Foundations

Why Machines Learn 94%

The perceptron flopped but the math stayed: the linear algebra and calculus that built the AI age.

by Anil Ananthaswamy 2024

4.38

1k+ ratings

📜 History Of Ai 🧬 Deep Learning 🧠 Neural Network Theory 📐 Linear Algebra 🔢 Mathematical Foundations

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 94%

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

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) 94%

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

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 93%

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

What Is ChatGPT Doing... and Why Does It Work?

by Stephen Wolfram • 2023

ChatGPT is just next-word prediction. The breakthrough is what that reveals about language itself.

3.85

2k+

🤖 Large Language Models 🧠 Neural Networks 💬 Ai And Language ⚙️ How Ai Works 💻 Computational Thinking

What Is ChatGPT Doing... and Why Does It Work? Summary

What Is ChatGPT Doing... and Why Does It Work? 93%

ChatGPT is just next-word prediction. The breakthrough is what that reveals about language itself.

by Stephen Wolfram 2023

3.85

2k+ ratings

🤖 Large Language Models 🧠 Neural Networks 💬 Ai And Language ⚙️ How Ai Works 💻 Computational Thinking

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

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

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 93%

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

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? 93%

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

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 93%

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

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