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Learning OpenCV
by Gary Bradski • 2008
From smoothing to machine learning: the complete OpenCV toolkit for building computer vision apps.
4.01
171
Learning OpenCV Summary
Learning OpenCV 90%
From smoothing to machine learning: the complete OpenCV toolkit for building computer vision apps.
by Gary Bradski 2008
4.01
171 ratings
Deep Learning Design Patterns
by Andrew Ferlitsch • 2021
Data shift crushed your model? Simple design patterns push accuracy from 10% to 98%.
4.67
3
Deep Learning Design Patterns Summary
Deep Learning Design Patterns 89%
Data shift crushed your model? Simple design patterns push accuracy from 10% to 98%.
by Andrew Ferlitsch 2021
4.67
3 ratings
Fundamentals of Digital Image Processing
by Anil K. Jain • 1988
From pixel to picture: the math that samples, restores, compresses, and reconstructs digital images.
3.98
145
Fundamentals of Digital Image Processing Summary
Fundamentals of Digital Image Processing 89%
From pixel to picture: the math that samples, restores, compresses, and reconstructs digital images.
by Anil K. Jain 1988
3.98
145 ratings
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
1
Neural Network for Beginners Summary
Neural Network for Beginners 89%
Stop treating neural networks as magic. Build them from scratch in Python, line by line.
by Sebastian Klaas 2021
5.00
1 ratings
AI and Machine Learning for On-Device Development
by Laurence Moroney • 2021
Privacy-respecting on-device AI: face detection, text analysis, custom models. No cloud, no PhD.
4.17
6
AI and Machine Learning for On-Device Development Summary
AI and Machine Learning for On-Device Development 88%
Privacy-respecting on-device AI: face detection, text analysis, custom models. No cloud, no PhD.
by Laurence Moroney 2021
4.17
6 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 88%
AI paints, composes, writes. But can a machine truly be creative? A mathematician investigates.
by Marcus du Sautoy 2019
3.94
2k+ ratings
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
Neural Networks, Fuzzy Logic And Genetic Algorithms Summary
Neural Networks, Fuzzy Logic And Genetic Algorithms 88%
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
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+
Deep Learning with Python Summary
Deep Learning with Python 88%
The Keras creator teaches you to build neural networks that see, read, and create in Python.
by François Chollet 2017
4.57
1k+ ratings
Your Face Belongs to Us
by Kashmir Hill • 2023
A startup scraped 3 billion faces, sold the tool to police, and public anonymity may never recover.
4.11
2k+
Your Face Belongs to Us Summary
Your Face Belongs to Us 88%
A startup scraped 3 billion faces, sold the tool to police, and public anonymity may never recover.
by Kashmir Hill 2023
4.11
2k+ 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 88%
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
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 88%
Turn your code into AI that runs everywhere: train, optimize, deploy with a single toolkit.
by Laurence Moroney 2021
4.09
108 ratings
How to Create a Mind
by Ray Kurzweil • 2012
The brain runs on 300 million pattern recognizers. Copy that hierarchy, and human-level AI is next.
3.96
8k+
How to Create a Mind Summary
How to Create a Mind 88%
The brain runs on 300 million pattern recognizers. Copy that hierarchy, and human-level AI is next.
by Ray Kurzweil 2012
3.96
8k+ 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 87%
AI now paints, composes, and writes. What that reveals about human creativity is the real surprise.
by Gore Alex 2016
3.50
6 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 87%
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
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 87%
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
Java Deep Learning Essentials
by Yusuke Sugomori • 2016
Python demos deep learning; Java deploys it. Architectures and libraries to close the gap.
3.20
5
Java Deep Learning Essentials Summary
Java Deep Learning Essentials 87%
Python demos deep learning; Java deploys it. Architectures and libraries to close the gap.
by Yusuke Sugomori 2016
3.20
5 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) 87%
AI masters chess, spots cancer, drives cars. But who trains it, and on whose data?
by Matthew Burgess 2021
3.71
147 ratings
Algorithms of the Intelligent Web
by Haralambos Marmanis • 2009
Search, recommend, cluster, classify: the algorithms that make web applications intelligent.
3.62
130
Algorithms of the Intelligent Web Summary
Algorithms of the Intelligent Web 87%
Search, recommend, cluster, classify: the algorithms that make web applications intelligent.
by Haralambos Marmanis 2009
3.62
130 ratings
On Intelligence
by Jeff Hawkins • 2004
The brain runs one algorithm for sight, sound, and thought: memory and prediction.
4.11
7k+
On Intelligence Summary
On Intelligence 87%
The brain runs one algorithm for sight, sound, and thought: memory and prediction.
by Jeff Hawkins 2004
4.11
7k+ ratings
The Visual Story
by Bruce Block • 2007
Stop guessing at visual impact. A system for making every frame serve your story deliberately.
4.30
772
The Visual Story Summary
The Visual Story 87%
Stop guessing at visual impact. A system for making every frame serve your story deliberately.
by Bruce Block 2007
4.30
772 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 87%
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
Artificial Intelligence
by Margaret A. Boden • 2018
What AI can do, what it can't, and why the difference is philosophy more than code.
3.29
388
Artificial Intelligence Summary
Artificial Intelligence 87%
What AI can do, what it can't, and why the difference is philosophy more than code.
by Margaret A. Boden 2018
3.29
388 ratings
Adobe Photoshop CS6 Classroom in a Book
by Adobe Creative Team • 2012
Slideshows, zoomable images, and navigation menus: all built inside Photoshop, no code required.
4.16
316
Adobe Photoshop CS6 Classroom in a Book Summary
Adobe Photoshop CS6 Classroom in a Book 87%
Slideshows, zoomable images, and navigation menus: all built inside Photoshop, no code required.
by Adobe Creative Team 2012
4.16
316 ratings
Machine Learning For Absolute Beginners
by Oliver Theobald • 2018
A plain English path from zero to a working model: the algorithms, data prep, and code.
3.96
786
Machine Learning For Absolute Beginners Summary
Machine Learning For Absolute Beginners 87%
A plain English path from zero to a working model: the algorithms, data prep, and code.
by Oliver Theobald 2018
3.96
786 ratings
The Visual Story
by Bruce Block • 2021
How to align visual structure with story: seven components, one law, and a shot-by-shot system.
4.67
3
The Visual Story Summary
The Visual Story 87%
How to align visual structure with story: seven components, one law, and a shot-by-shot system.
by Bruce Block 2021
4.67
3 ratings
Artificial Intelligence Basics
by Tom Taulli • 2019
AI without the math: what machine learning does and where automation fits in your business.
3.50
210
Artificial Intelligence Basics Summary
Artificial Intelligence Basics 86%
AI without the math: what machine learning does and where automation fits in your business.
by Tom Taulli 2019
3.50
210 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 86%
How machine learning algorithms think, from regression to neural networks, no math required.
by Oliver Theobald 2017
4.12
474 ratings
Remote Sensing and GIS
by Basudeb Bhatta • 2008
Build the complete geospatial toolkit, from electromagnetic radiation to interactive web maps.
4.00
232
Remote Sensing and GIS Summary
Remote Sensing and GIS 86%
Build the complete geospatial toolkit, from electromagnetic radiation to interactive web maps.
by Basudeb Bhatta 2008
4.00
232 ratings
Keras Reinforcement Learning Projects
by Giuseppe Ciaburro • 2018
Nine Keras projects that bring reinforcement learning from theory to working self-learning agents.
4.00
1
Keras Reinforcement Learning Projects Summary
Keras Reinforcement Learning Projects 86%
Nine Keras projects that bring reinforcement learning from theory to working self-learning agents.
by Giuseppe Ciaburro 2018
4.00
1 ratings
AI Ethics
by Mark Coeckelbergh • 2020
Your phone, your hospital, your job: AI is already there. The ethics have barely begun.
3.63
903
AI Ethics Summary
AI Ethics 86%
Your phone, your hospital, your job: AI is already there. The ethics have barely begun.
by Mark Coeckelbergh 2020
3.63
903 ratings
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
Introduction To Machine Learning Summary
Introduction To Machine Learning 86%
The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.
by Ethem Alpaydin 2004
3.78
251 ratings
Machine Learning
by Dr Ruchi Doshi • 2021
From training models with labeled data to finding hidden patterns: the algorithms behind modern AI.
5.00
1
Machine Learning Summary
Machine Learning 86%
From training models with labeled data to finding hidden patterns: the algorithms behind modern AI.
by Dr Ruchi Doshi 2021
5.00
1 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 86%
Machine learning's rival schools share a hidden core. Finding it could unlock general intelligence.
by Pedro Domingos 2015
3.73
6k+ ratings
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+
The Hundred-Page Machine Learning Book Summary
The Hundred-Page Machine Learning Book 86%
The one-sitting machine learning education: a hundred pages, no code, every algorithm that matters.
by Andriy Burkov 2019
4.25
1k+ ratings
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
Everyday Chaos Summary
Everyday Chaos 86%
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
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 with Transformers Summary
Natural Language Processing with Transformers 86%
Build NLP applications with the open-source stack that turned transformer research practical.
by Lewis Tunstall 2022
4.39
211 ratings
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+
Hands-On Machine Learning with Scikit-Learn and TensorFlow Summary
Hands-On Machine Learning with Scikit-Learn and TensorFlow 86%
How neural networks remember: training RNNs, LSTMs, and GRUs for tasks where order matters.
by Aurélien Géron 2017
4.55
3k+ ratings
Mastering Digital Cameras
by Al Judge • 2013
Ditch auto: sharpness comes from sensor size, lens quality, and a three-way balance of light.
4.12
146
Mastering Digital Cameras Summary
Mastering Digital Cameras 86%
Ditch auto: sharpness comes from sensor size, lens quality, and a three-way balance of light.
by Al Judge 2013
4.12
146 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 86%
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
The Little Book of Deep Learning
by François Fleuret • 2023
The machinery of deep learning, compressed: gradient descent, backprop, and attention.
4.32
151
The Little Book of Deep Learning Summary
The Little Book of Deep Learning 86%
The machinery of deep learning, compressed: gradient descent, backprop, and attention.
by François Fleuret 2023
4.32
151 ratings
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
A Brief History of Artificial Intelligence Summary
A Brief History of Artificial Intelligence 86%
AI has overpromised for decades. Deep learning is different, but not how most think.
by Michael Wooldridge 2021
3.87
555 ratings
The Myth of Artificial Intelligence
by Erik J. Larson • 2021
Computers can't guess. That single limitation makes human-level AI a myth, not an inevitability.
3.96
935
The Myth of Artificial Intelligence Summary
The Myth of Artificial Intelligence 86%
Computers can't guess. That single limitation makes human-level AI a myth, not an inevitability.
by Erik J. Larson 2021
3.96
935 ratings
You Look Like a Thing and I Love You
by Janelle Shane • 2019
AI isn't outsmarting us; it's misnaming a kitten. A tour of machine learning's weirdest failures.
4.11
5k+
You Look Like a Thing and I Love You Summary
You Look Like a Thing and I Love You 86%
AI isn't outsmarting us; it's misnaming a kitten. A tour of machine learning's weirdest failures.
by Janelle Shane 2019
4.11
5k+ ratings
The Fourth Transformation
by Robert Scoble • 2016
Factory workers using AR headsets made 90% fewer errors. The next computing era has already started.
3.75
492
The Fourth Transformation Summary
The Fourth Transformation 86%
Factory workers using AR headsets made 90% fewer errors. The next computing era has already started.
by Robert Scoble 2016
3.75
492 ratings
The Mind's Eye
by Oliver Sacks • 2010
Blindness doesn't silence the visual brain. It retrains it, exposing how perception is built.
3.92
14k+
The Mind's Eye Summary
The Mind's Eye 86%
Blindness doesn't silence the visual brain. It retrains it, exposing how perception is built.
by Oliver Sacks 2010
3.92
14k+ ratings
Information Is Beautiful
by David McCandless • 2001
Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.
4.12
4k+
Information Is Beautiful Summary
Information Is Beautiful 86%
Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.
by David McCandless 2001
4.12
4k+ ratings
Mastering Regular Expressions
by Jeffrey E.F. Friedl • 1997
Understand the engine behind your regex: why some patterns crawl, and how to make them run.
4.16
2k+
Mastering Regular Expressions Summary
Mastering Regular Expressions 86%
Understand the engine behind your regex: why some patterns crawl, and how to make them run.
by Jeffrey E.F. Friedl 1997
4.16
2k+ ratings
Introduction to Machine Learning with Python
by Andreas C. Müller • 2015
Build models that generalize, not just memorize: a Python data scientist's guide.
4.33
600
Introduction to Machine Learning with Python Summary
Introduction to Machine Learning with Python 86%
Build models that generalize, not just memorize: a Python data scientist's guide.
by Andreas C. Müller 2015
4.33
600 ratings
Possible Minds
by John Brockman • 2019
Twenty-five thinkers on AI's biggest risks and the one design question that matters most.
3.77
837
Possible Minds Summary
Possible Minds 86%
Twenty-five thinkers on AI's biggest risks and the one design question that matters most.
by John Brockman 2019
3.77
837 ratings
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+
The Age of A.I. and Our Human Future Summary
The Age of A.I. and Our Human Future 86%
A new intelligence is reshaping knowledge, strategy, and order; it is an actor, not a tool.
by Henry Kissinger 2021
3.43
5k+ ratings
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