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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
AI and Machine Learning for Coders Summary
AI and Machine Learning for Coders 95%
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
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 Summary
Deep Learning 94%
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
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+
Designing Machine Learning Systems Summary
Designing Machine Learning Systems 94%
Accuracy is not enough. An iterative playbook for machine learning systems that survive production.
by Chip Huyen 2022
4.45
1k+ ratings
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 For Absolute Beginners Summary
Machine Learning For Absolute Beginners 93%
How machine learning algorithms think, from regression to neural networks, no math required.
by Oliver Theobald 2017
4.12
474 ratings
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 Summary
Machine Learning 93%
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
Practicing Trustworthy Machine Learning
by Yada Pruksachatkun • 2023
Privacy, fairness, explainability, robustness: the engineering guide for ML models that earn trust.
4.95
111
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
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
Artificial Intelligence and Machine Learning for Business Summary
Artificial Intelligence and Machine Learning for Business 92%
ML projects fail for business reasons, not technical ones. The rules for getting it right.
by Steven Finlay 2018
4.14
207 ratings
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
Artificial Intelligence (WIRED guides) Summary
Artificial Intelligence (WIRED guides) 92%
AI masters chess, spots cancer, drives cars. But who trains it, and on whose data?
by Matthew Burgess 2021
3.71
147 ratings
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
Numsense! Data Science for the Layman Summary
Numsense! Data Science for the Layman 92%
Data science without the math: twelve techniques, what they do, and why intuition alone falls short.
by Annalyn Ng 2017
4.14
622 ratings
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+
Why Machines Learn Summary
Why Machines Learn 92%
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
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
Confident Data Skills Summary
Confident Data Skills 92%
From messy data to clean insights to persuasive presentations: the process that lands the promotion.
by Kirill Eremenko 2018
4.12
211 ratings
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
Artificial Intelligence in Practice Summary
Artificial Intelligence in Practice 91%
Robots patrol Walmart aisles. Netflix guesses your next watch. How 50 companies already run on AI.
by Bernard Marr 2019
3.41
251 ratings
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
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 Engineering
by Chip Huyen • 2025
Stop training models from scratch. The new discipline for building AI that ships.
4.37
1k+
AI Engineering Summary
AI Engineering 91%
Stop training models from scratch. The new discipline for building AI that ships.
by Chip Huyen 2025
4.37
1k+ ratings
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
88
Real World AI Summary
Real World AI 91%
Bring AI into a real business without bias, drift, and wasted millions: the practical playbook.
by Alyssa Simpson Rochwerger 2021
4.01
88 ratings
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 Summary
The Master Algorithm 91%
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
by Pedro Domingos 2015
3.73
6k+ ratings
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
The Deep Learning Revolution Summary
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
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
19
Why Data Science Projects Fail Summary
Why Data Science Projects Fail 91%
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
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
7
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
How to Speak Machine
by John Maeda • 2019
Loops, scale, and unfinished products: what computers know that designers must learn.
3.69
521
How to Speak Machine Summary
How to Speak Machine 91%
Loops, scale, and unfinished products: what computers know that designers must learn.
by John Maeda 2019
3.69
521 ratings
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
The AI Playbook Summary
The AI Playbook 91%
How to get machine learning out of the lab: sell the operational improvement, not the algorithm.
by Eric Siegel 2024
3.98
127 ratings
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+
The Worlds I See Summary
The Worlds I See 91%
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
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
Predictive Analytics For Dummies Summary
Predictive Analytics For Dummies 91%
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
by John D. Kelleher • 2018
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
3.90
876
Data Science Summary
Data Science 91%
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
by John D. Kelleher 2018
3.90
876 ratings
Build a Large Language Model
by Sebastian Raschka • 2025
Skip expensive pretraining. Build a working LLM from GPT-2 and teach it to follow instructions.
4.60
356
Build a Large Language Model Summary
Build a Large Language Model 90%
Skip expensive pretraining. Build a working LLM from GPT-2 and teach it to follow instructions.
by Sebastian Raschka 2025
4.60
356 ratings
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
Applied Artificial Intelligence Summary
Applied Artificial Intelligence 90%
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
ChatGPT for Beginners
by Felix Venture • 2024
ChatGPT's real power lies in how you ask. A four-part prompt framework makes it work.
4.08
12
ChatGPT for Beginners Summary
ChatGPT for Beginners 90%
ChatGPT's real power lies in how you ask. A four-part prompt framework makes it work.
by Felix Venture 2024
4.08
12 ratings
Some Future Day
by Marc Beckman • 2025
AI is the catalyst that makes our technologies work together, accelerating every field overnight.
3.50
46
Some Future Day Summary
Some Future Day 90%
AI is the catalyst that makes our technologies work together, accelerating every field overnight.
by Marc Beckman 2025
3.50
46 ratings
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
How AI Thinks Summary
How AI Thinks 90%
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
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 Summary
Artificial Intelligence 90%
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
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
12
Rise of Generative AI and ChatGPT Summary
Rise of Generative AI and ChatGPT 90%
Generative AI's business playbook: what ChatGPT delivers, where it stumbles, and what comes next.
by Utpal Chakraborty 2023
1.33
12 ratings
The AI Workshop
by Milo Foster • 2025
AI without code: a plain-English guide to the tools and ideas that put it to work.
4.07
191
The AI Workshop Summary
The AI Workshop 90%
AI without code: a plain-English guide to the tools and ideas that put it to work.
by Milo Foster 2025
4.07
191 ratings
The AI Advantage
by Thomas H. Davenport • 2018
Stop chasing AI hype: the three business capabilities that actually deliver returns.
3.54
149
The AI Advantage Summary
The AI Advantage 90%
Stop chasing AI hype: the three business capabilities that actually deliver returns.
by Thomas H. Davenport 2018
3.54
149 ratings
Learning Domain-Driven Design
by Vladik Khononov • 2021
Learn the business before you write the code. Domain-driven design for the systems you build.
4.43
757
Learning Domain-Driven Design Summary
Learning Domain-Driven Design 90%
Learn the business before you write the code. Domain-driven design for the systems you build.
by Vladik Khononov 2021
4.43
757 ratings
Game Development Patterns and Best Practices
by John P. Doran • 2017
Design patterns that ship games: when to use each and how they prevent late-stage collapse.
3.90
20
Game Development Patterns and Best Practices Summary
Game Development Patterns and Best Practices 90%
Design patterns that ship games: when to use each and how they prevent late-stage collapse.
by John P. Doran 2017
3.90
20 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 Artificial Intelligence Summary
Marketing Artificial Intelligence 90%
How to separate AI hype from real marketing use cases, and what to automate first.
by Paul Roetzer 2022
3.66
132 ratings
Production-Ready Microservices
by Susan J. Fowler • 2016
Your microservice isn't production-ready by default. Here's the org-wide framework to change that.
3.82
460
Production-Ready Microservices Summary
Production-Ready Microservices 90%
Your microservice isn't production-ready by default. Here's the org-wide framework to change that.
by Susan J. Fowler 2016
3.82
460 ratings
AI Value Creators
by Paul Zikopoulos • 2025
Most AI adopters stay users. Value creators build on proprietary data and governed models instead.
3.66
44
AI Value Creators Summary
AI Value Creators 90%
Most AI adopters stay users. Value creators build on proprietary data and governed models instead.
by Paul Zikopoulos 2025
3.66
44 ratings
Modern Software Engineering
by David Farley • 2021
Software is not a craft; it's a science. The discipline that turns teams into learning machines.
4.16
1k+
Modern Software Engineering Summary
Modern Software Engineering 90%
Software is not a craft; it's a science. The discipline that turns teams into learning machines.
by David Farley 2021
4.16
1k+ ratings
Madly, Deeply
by Alan Rickman • 2022
Systems must evolve, not freeze: automated guardrails, small batches, and teams shaped for change.
3.58
17k+
Madly, Deeply Summary
Madly, Deeply 90%
Systems must evolve, not freeze: automated guardrails, small batches, and teams shaped for change.
by Alan Rickman 2022
3.58
17k+ ratings
Creativity Code
by Marcus du Sautoy • 2019
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
3.94
2k+
Creativity Code Summary
Creativity Code 90%
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
by Marcus du Sautoy 2019
3.94
2k+ ratings
Design Systems Handbook
by DesignBetter.co • 2019
A shared visual language of components and tokens that makes design scale without the mess.
3.92
153
Design Systems Handbook Summary
Design Systems Handbook 90%
A shared visual language of components and tokens that makes design scale without the mess.
by DesignBetter.co 2019
3.92
153 ratings
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+
What Is ChatGPT Doing... and Why Does It Work? Summary
What Is ChatGPT Doing... and Why Does It Work? 90%
ChatGPT is just next-word prediction. The breakthrough is what that reveals about language itself.
by Stephen Wolfram 2023
3.85
2k+ ratings
Algorithms
by Panos Louridas • 2020
Twenty steps to find one item in a million, and the hidden logic that runs our world.
4.03
302
Algorithms Summary
Algorithms 90%
Twenty steps to find one item in a million, and the hidden logic that runs our world.
by Panos Louridas 2020
4.03
302 ratings
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+
The Age of A.I. and Our Human Future Summary
The Age of A.I. and Our Human Future 90%
Old rules of knowledge, power, and war were built for humans. AI is rewriting them.
by Henry Kissinger 2021
3.43
5k+ ratings
ChatGPT for Beginners
by Eric Sarrion • 2023
How to use ChatGPT for emails, translations, and creative work, no AI experience needed.
2.20
5
ChatGPT for Beginners Summary
ChatGPT for Beginners 90%
How to use ChatGPT for emails, translations, and creative work, no AI experience needed.
by Eric Sarrion 2023
2.20
5 ratings
Power And Prediction
by Ajay Agrawal • 2022
AI works. Now the long, slow work of rebuilding everything around it begins.
4.22
7k+
Power And Prediction Summary
Power And Prediction 90%
AI works. Now the long, slow work of rebuilding everything around it begins.
by Ajay Agrawal 2022
4.22
7k+ ratings
The Creativity Code
by Gore Alex • 2016
AI now paints, composes, and writes. What that reveals about human creativity is the real surprise.
3.50
6
The Creativity Code Summary
The Creativity Code 90%
AI now paints, composes, and writes. What that reveals about human creativity is the real surprise.
by Gore Alex 2016
3.50
6 ratings
Kubernetes Patterns
by Bilgin Ibryam • 2019
Stop wiring containers by hand. 30+ patterns for cloud-native apps on Kubernetes.
4.31
216
Kubernetes Patterns Summary
Kubernetes Patterns 90%
Stop wiring containers by hand. 30+ patterns for cloud-native apps on Kubernetes.
by Bilgin Ibryam 2019
4.31
216 ratings
How to Speak Tech
by Vinay Trivedi • 2013
No coding required: the Internet, cloud, databases, and software, translated into business sense.
3.93
204
How to Speak Tech Summary
How to Speak Tech 90%
No coding required: the Internet, cloud, databases, and software, translated into business sense.
by Vinay Trivedi 2013
3.93
204 ratings
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