Bookshelf

This is my personal bookshelf, reads I’m currently going or have gone through. Pretty much just piled one on top of the other, not sorted by any means. Maybe you can find a new interesting book for your self, or even give me a recommendation for another book I should add to my shelf.



Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
by Aurélien Géron



Reinforcement Learning, second edition: An Introduction
Adaptive Computation and Machine Learning series
by Richard S. Sutton, Andrew G. Barto



Linear Algebra
by Marc Peter Deisenroth



NEW KIND OF SCIENCE
by Stephen Wolfram



Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
by Cathy O’Neil



Linear Algebra
Springer Undergraduate Mathematics Series
by Jörg Liesen, Volker Mehrmann



Mathematics for Professional Gymnasien. Linear. Linear Algebra Baden-Württemberg: Linear Optimisation. Linear Algebra
Profiling
by Kurt Bohner



Lineare Algebra: Eine Einführung für Studienanfänger
Grundkurs Mathematik
by Gerd Fischer



Concise Vector Analysis
Dover Books on Mathematics
by C. J. Eliezer



Swarm Intelligence: From Natural to Artificial Systems
Santa Fe Institute Studies in the Sciences of Complexity
by Eric Bonabeau



Machine Learning: The New AI
The MIT Press Essential Knowledge series
by Ethem Alpaydin



Turtles, Termites, and Traffic Jams: Explorations in Massively Parallel Microworlds
(Complex Adaptive Systems)
by Mitchel Resnick


Notes:

Language used: NetLogo / Multilogo

Topics: Slime Mold, Artificial Ants, Traffic Jams, Termites, Turtles and Frogs, Turtle Ecology, New Turtle Geometry, Forest Fire, Recursive Trees.


Programming: Principles and Practice Using C++
by Bjarne Stroustrup


Beginning C++ Through Game Programming
by Michael Dawson




Out Of Control: The New Biology Of Machines, Social Systems, And The Economic World
by Kevin Kelly



The Nature of Code: Simulating Natural Systems with Processing
by Daniel Shiffman



War in the Age of Intelligent Machines
by Manuel De Landa




Interface Culture: How New Technology Transforms the Way We Create & Communicate
by Steven A. Johnson


Title Photo by kazuend on Unsplash

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