🧠 Deep Learning

Explorations of neural networks, machine intelligence, and the algorithms reshaping everything from language to vision. For readers ready to understand the architecture behind AI's rapid ascent.

The Worlds I See

by Fei-Fei Li • 2023

How a Chinese immigrant who barely spoke English built the dataset that sparked the AI revolution.

4.31

5k+

📷 Computer Vision 🤖 Ai History 📊 Data-Driven Science ⚖️ Ai Ethics 🏥 Healthcare Technology

The Worlds I See

How a Chinese immigrant who barely spoke English built the dataset that sparked the AI revolution.

by Fei-Fei Li 2023

4.31

5k+ ratings

📷 Computer Vision 🤖 Ai History 📊 Data-Driven Science ⚖️ Ai Ethics 🏥 Healthcare 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 🤖 Machine 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 🤖 Machine Learning ⚠️ Ai Limitations 🌐 Artificial General Intelligence ⚖️ Ai Ethics

The Thinking Machine

by Stephen Witt • 2025

Two $500 gaming cards in a student bedroom triggered the AI revolution. Nvidia was ready.

4.30

5k+

💾 Semiconductor Industry 🏗️ Tech Company Building ♟️ Competitive Strategy 🔄 Disruptive Innovation 🏢 Organizational Design

The Thinking Machine

Two $500 gaming cards in a student bedroom triggered the AI revolution. Nvidia was ready.

by Stephen Witt 2025

4.30

5k+ ratings

💾 Semiconductor Industry 🏗️ Tech Company Building ♟️ Competitive Strategy 🔄 Disruptive Innovation 🏢 Organizational Design

Genius Makers

by Cade Metz • 2021

The outcasts who revived neural networks, and the billion-dollar bidding war that followed.

4.26

3k+

🤖 Ai History 👥 Ai Pioneers ⚔️ Big Tech Rivalry ⚖️ Ai Ethics 🧠 Quest For Agi

Genius Makers

The outcasts who revived neural networks, and the billion-dollar bidding war that followed.

by Cade Metz 2021

4.26

3k+ ratings

🤖 Ai History 👥 Ai Pioneers ⚔️ Big Tech Rivalry ⚖️ Ai Ethics 🧠 Quest For Agi

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 🧠 Neural Network Theory 📐 Linear Algebra 🔢 Mathematical Foundations 📉 Optimization Methods

Why Machines Learn

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 🧠 Neural Network Theory 📐 Linear Algebra 🔢 Mathematical Foundations 📉 Optimization Methods

Hands-On Machine Learning with Scikit-Learn and TensorFlow

by Aurélien Géron • 2017

How neural networks remember: training RNNs, LSTMs, and GRUs for tasks where order matters.

4.55

3k+

🔗 Neural Networks 🛠️ Practical Ml 📈 Time Series Forecasting 💬 Natural Language Processing 🔧 Tensorflow

Hands-On Machine Learning with Scikit-Learn and TensorFlow

How neural networks remember: training RNNs, LSTMs, and GRUs for tasks where order matters.

by Aurélien Géron 2017

4.55

3k+ ratings

🔗 Neural Networks 🛠️ Practical Ml 📈 Time Series Forecasting 💬 Natural Language Processing 🔧 Tensorflow

Deep Learning with Python

by François Chollet • 2017

The Keras creator teaches you to build neural networks that see, read, and create in Python.

4.57

1k+

🐍 Python Programming 🏋️ Model Training 👁️ Computer Vision 💬 Natural Language Processing 👩‍💻 Software Engineers

Deep Learning with Python

The Keras creator teaches you to build neural networks that see, read, and create in Python.

by François Chollet 2017

4.57

1k+ ratings

🐍 Python Programming 🏋️ Model Training 👁️ Computer Vision 💬 Natural Language Processing 👩‍💻 Software Engineers

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 ⚖️ Ai Ethics 🤝 Ai Augmentation

Artificial Intelligence For Dummies (For Dummies

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 ⚖️ Ai Ethics 🤝 Ai Augmentation

Natural Language Processing with Transformers

by Lewis Tunstall • 2022

Build NLP applications with the open-source stack that turned transformer research practical.

4.39

211

🗣️ Natural Language Processing 🤖 Transformers 🔄 Transfer Learning 🔧 Open Source Tools 🚀 Model Deployment

Natural Language Processing with Transformers

Build NLP applications with the open-source stack that turned transformer research practical.

by Lewis Tunstall 2022

4.39

211 ratings

🗣️ Natural Language Processing 🤖 Transformers 🔄 Transfer Learning 🔧 Open Source Tools 🚀 Model Deployment

Architects of Intelligence

by Martin Ford • 2018

AI's builders say the real crisis isn't superintelligence but a labor market already fracturing.

4.07

667

⚖️ Ai Ethics 👷 Future Of Work 📉 Automation Economics 🤝 Human-Ai Collaboration 🛡️ Ai Safety

Architects of Intelligence

AI's builders say the real crisis isn't superintelligence but a labor market already fracturing.

by Martin Ford 2018

4.07

667 ratings

⚖️ Ai Ethics 👷 Future Of Work 📉 Automation Economics 🤝 Human-Ai Collaboration 🛡️ Ai Safety

The Little Book of Deep Learning

by François Fleuret • 2023

The machinery of deep learning, compressed: gradient descent, backprop, and attention.

4.32

151

🔧 Model Architectures ⚡ Hardware Acceleration 📚 Supervised Learning 🎨 Generative Models 👀 Attention Mechanisms

The Little Book of Deep Learning

The machinery of deep learning, compressed: gradient descent, backprop, and attention.

by François Fleuret 2023

4.32

151 ratings

🔧 Model Architectures ⚡ Hardware Acceleration 📚 Supervised Learning 🎨 Generative Models 👀 Attention Mechanisms

Keras Reinforcement Learning Projects

by Giuseppe Ciaburro • 2018

Nine Keras projects that bring reinforcement learning from theory to working self-learning agents.

4.00

🤖 Reinforcement Learning 🔗 Neural Networks 🛠️ Project-Based Learning 🕹️ Game Playing Ai 🦾 Robotics

Keras Reinforcement Learning Projects

Nine Keras projects that bring reinforcement learning from theory to working self-learning agents.

by Giuseppe Ciaburro 2018

4.00

1 ratings

🤖 Reinforcement Learning 🔗 Neural Networks 🛠️ Project-Based Learning 🕹️ Game Playing Ai 🦾 Robotics

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

🧠 Neural Networks 🤖 Machine Learning 📘 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

🧠 Neural Networks 🤖 Machine Learning 📘 Ai Fundamentals 🔗 Connectionism 🔍 Pattern Recognition

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 🎮 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

🧠 Machine Learning 🕸️ Neural Networks 🎮 Reinforcement Learning 📈 Statistical Learning 🏛️ Ai Foundations

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 ⚖️ 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

🖥️ Machine Learning ⚖️ Ai Ethics 🛡️ Ai Safety 🔒 Data Privacy 📹 Surveillance Technology

These Strange New Minds

by Christopher Summerfield • 2025

Teach a machine to predict the next word. Eventually it reasons. Now it's learning to act.

4.10

339

🤖 Large Language Models 🔮 Philosophy Of Mind 💬 Philosophy Of Language 🛡️ Ai Safety 🔬 Cognitive Science

These Strange New Minds

Teach a machine to predict the next word. Eventually it reasons. Now it's learning to act.

by Christopher Summerfield 2025

4.10

339 ratings

🤖 Large Language Models 🔮 Philosophy Of Mind 💬 Philosophy Of Language 🛡️ Ai Safety 🔬 Cognitive Science

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

📜 History Of Ai 🧠 Computational Neuroscience 🎮 Reinforcement Learning 🌐 Unsupervised Learning ⚖️ Ai Ethics

The Deep Learning Revolution

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

📜 History Of Ai 🧠 Computational Neuroscience 🎮 Reinforcement Learning 🌐 Unsupervised Learning ⚖️ Ai Ethics

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

🧠 Machine 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

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

Deep Learning Design Patterns

by Andrew Ferlitsch • 2021

Data shift crushed your model? Simple design patterns push accuracy from 10% to 98%.

4.67

👁️ Computer Vision 🔄 Data Augmentation 📊 Distribution Shifts 🏭 Production Ml 🧩 Ml Design Patterns

Deep Learning Design Patterns

Data shift crushed your model? Simple design patterns push accuracy from 10% to 98%.

by Andrew Ferlitsch 2021

4.67

3 ratings

👁️ Computer Vision 🔄 Data Augmentation 📊 Distribution Shifts 🏭 Production Ml 🧩 Ml Design Patterns

AI for Data Science

by Zacharias Voulgaris • 2018

The real AI toolkit goes beyond deep learning: optimization, fuzzy logic, ensembles.

4.55

📊 Data Science ⚙️ Optimization Algorithms 🤝 Ensemble Methods 📈 Big Data Analytics ⚖️ Ai Ethics

AI for Data Science

The real AI toolkit goes beyond deep learning: optimization, fuzzy logic, ensembles.

by Zacharias Voulgaris 2018

4.55

20 ratings

📊 Data Science ⚙️ Optimization Algorithms 🤝 Ensemble Methods 📈 Big Data Analytics ⚖️ Ai Ethics

Understanding Large Language Models

by Thimira Amaratunga • 2023

The 2017 architecture that made LLMs huge and fluent but unable to think, and how it works.

5.00

🗣️ Natural Language Processing 🤖 Generative Ai 📖 Ai Literacy ✍️ Prompt Engineering ⚖️ Ai Ethics

Understanding Large Language Models

The 2017 architecture that made LLMs huge and fluent but unable to think, and how it works.

by Thimira Amaratunga 2023

5.00

1 ratings

🗣️ Natural Language Processing 🤖 Generative Ai 📖 Ai Literacy ✍️ Prompt Engineering ⚖️ Ai Ethics

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 🔵 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

🤖 Machine Learning 🔵 Tensorflow 👁️ Computer Vision 💬 Nlp 📈 Time Series Analysis

Java Deep Learning Essentials

by Yusuke Sugomori • 2016

Python demos deep learning; Java deploys it. Architectures and libraries to close the gap.

3.20

☕ Java Machine Learning 🔧 Practical Deep Learning 👁️ Computer Vision 🗣️ Natural Language Processing 🏭 Production Machine Learning

Java Deep Learning Essentials

Python demos deep learning; Java deploys it. Architectures and libraries to close the gap.

by Yusuke Sugomori 2016

3.20

5 ratings

☕ Java Machine Learning 🔧 Practical Deep Learning 👁️ Computer Vision 🗣️ Natural Language Processing 🏭 Production Machine Learning

Machine Learning

by Dr Ruchi Doshi • 2021

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

5.00

🧠 Machine Learning 📊 Supervised 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

🧠 Machine Learning 📊 Supervised Learning 🕹️ Reinforcement Learning 🛠️ Feature Engineering 🎯 Recommendation Systems

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🧠 Deep Learning

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