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The Hundred-Page Machine Learning Book

The Hundred-Page Machine Learning Book

By
Andriy Burkov
Andriy Burkov
159 pages

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15

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41 books

Data Science

daanz
Daan Zeeuwe
Practical Statistics for Data Scientists
Python for Data Analysis
Python Data Science Handbook
R for Data Science
Introduction to Machine Learning with Python: A Guide for Data Scientists
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
An Introduction to Statistical Learning

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50 books

Ai Data Science

kaan
Kaan
Data Science at the Command Line: Obtain, Scrub, Explore, and Model Data with Unix Power Tools
Veri Bilimi
Çıplak İstatistik
Natural Language Processing With Python
Python Data Science Handbook
The Art of Statistics

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417 books

High Priority

Volenord
Volenord
Deep Learning
ARTIFICIAL INTELLIGENCE
Programming the Universe
Energy and Civilization: A History
The beginning of infinity explanations that transform the world
The Box: How the Shipping Container Made the World Smaller and the World Economy Bigger
The Selfish Gene

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10 books

Ai

farukcatak
Faruk Catak
The Singularity Is Nearer: When We Merge with AI
Our Final Invention
The Coming Wave
Ai Superpowers: China, Silicon Valley, and the New World Order
Human Compatible: Artificial Intelligence and the Problem of Control
Life 3.0
The Age of AI and Our Human Future

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25 books

Dev

sleepyfran
Fran
Functional Thinking
Haskell Programming From First Principles
Programming Phoenix: Productive |> Reliable |> Fast
PureScript by Example

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36 books

Tech

EarlGreay
Zack Warren
Head First Design Patterns
Clean Code: A Handbook of Agile Software Craftsmanship
The Clean Coder
Code Complete
Design Patterns
Refactoring to Patterns
Programming pearls

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12 books

Math

freidereikhs
Federico
How to Solve it
How Not to Be Wrong: The Power of Mathematical Thinking
Naked Statistics: Stripping the Dread from the Data
Bayesian Statistics the Fun Way
Seven Brief Lessons on Physics
Humble Pi A Comedy of Maths Errors

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8 books

Ciencia De Datos

juantargon
juan targon
Naked Statistics: Stripping the Dread from the Data
Practical Statistics for Data Scientists
The Data Science Handbook: Advice and Insights from 25 Amazing Data Scientists
Doing Data Science
The Art of Data Science: A Guide for Anyone Who Works with Data

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35 books

Software Development

reemireads
Reemi
Think Java: How to Think Like a Computer Scientist
Java Web Services
Software Architecture: the Hard Parts
Building Secure and Reliable Systems: Best Practices for Designing, Implementing, and Maintaining Systems
Extreme Programming Explained: Embrace Change
Accelerate: Building and Scaling High-Performing Technology Organizations
Fifty Quick Ideas to Improve Your User Stories

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2 books

Artificial Intelligence

ayyboddu
anulekha
The Singularity is Near: When Humans Transcend Biology

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7 books

Software

sadmanca
Sadman Hossain
The Manager's Path: A Guide for Tech Leaders Navigating Growth and Change
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
The Pragmatic Programmer
The Missing README
The Signal and the Noise: Why So Many Predictions Fail - But Some Don't

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6 books

Gave Up

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Dave
A Confederacy of Dunces
The Invisible Life of Addie LaRue
Becoming a Technical Leader
Under the Whispering Door
I'd Like to Play Alone, Please: Essays