book (150+) article
1
Deep Learning
Ian Goodfellow; Yoshua Bengio; Aaron Courville
2
Introduction to Deep Learning
Eugene Charniak
3
Introduction to algorithms [solutions]
Thomas H. Cormen; Charles E. Leiserson; Ronald L. Rivest; Clifford Stein
4
Algorithms Unlocked
Thomas H. Cormen
5
Data Science
John D. Kelleher; Brendan Tierney
6
Algorithms for Optimization
Mykel J. Kochenderfer; Tim A. Wheeler
7
Lee Kuan Yew: The Grand Master’s Insights on China, the United States, and the World
Graham Allison; Robert D. Blackwill; Ali Wyne; Henry A. Kissinger
8
Secrets of Nature: Astrology and Alchemy in Early Modern Europe (Transformations: Studies in the History of Science and Technology)
William R. Newman; Anthony Grafton
9
Introduction to Computation and Programming Using Python: With Application to Understanding Data
John V. Guttag
10
Structure and Interpretation of Computer Programs
Harold Abelson; Gerald Jay Sussman
11
Introduction to Computation and Programming Using Python
John V. Guttag
12
Introduction to Algorithms
Thomas H. Cormen; Charles E. Leiserson; Ronald L. Rivest; Clifford Stein
13
The AI Advantage: How to Put the Artificial Intelligence Revolution to Work
Thomas H. Davenport
14
101 Things I Learned in Architecture School
Matthew Frederick
15
The Elements of Computing Systems : Building a Modern Computer from First Principles
Noam Nisan; Shimon Schocken
16
Playing Smart: On Games, Intelligence, and Artificial Intelligence
Julian Togelius
17
The Embodied Mind: Cognitive Science and Human Experience
Francisco J. Varela; Evan Thompson; Eleanor Rosch
18
Optimization for Machine Learning (Neural Information Processing series)
Suvrit Sra; Sebastian Nowozin; Stephen J. Wright
19
Why Only Us: Language and Evolution
Robert C. Berwick; Noam Chomsky
20
Learnability and Cognition: The Acquisition of Argument Structure
Steven Pinker
21
The Power of Experiments: Decision Making in a Data-Driven World
Michael Luca; Max H. Bazerman
22
Sources of Power: How People Make Decisions
Gary A. Klein
23
Energy and Civilization: A History
Vaclav Smil
24
The Minimalist Program
Noam Chomsky
25
Philosophy of Language: The Classics Explained
Colin McGinn
26
Foundations of Cognitive Psychology: Core Readings
Daniel J. Levitin
27
Probabilistic Machine Learning: Advanced Topics - Draft
Kevin P. Murphy
28
Introduction to Machine Learning
Ethem Alpaydin
29
Deep Learning.
Ian Goodfellow; Yoshua Bengio; Aaron Courville
30
Fundamentals of Machine Learning for Predictive Data Analytics: Algorithms, Worked Examples, and Case Studies
John D. Kelleher; Brian Mac Namee; Aoife D'Arcy
31
Introduction to embedded systems: a cyber-physical systems approach
Edward Ashford Lee; Sanjit Arunkumar Seshia
32
Machine Learning: The New AI
Ethem Alpaydin
33
Real-World Algorithms: A Beginner’s Guide
Panos Louridas
34
Post-Truth
Lee McIntyre
35
The origins of music
Nils L. Wallin; Björn Merker; Steven Brown
36
Understanding Deep Learning
Simon J.D. Prince
37
Linguistics: An Introduction to Language and Communication
Adrian Akmajian; Richard A. Demers; Ann K. Farmer; Robert M. Harnish
38
The Deep Learning Revolution: Machine Intelligence Meets Human Intelligence
Terrence J. Sejnowski
39
Prime Movers of Globalization: The History and Impact of Diesel Engines and Gas Turbines
Vaclav Smil
40
A Brief History of Feminism
Patu and Antje Schrupp
41
Software Design Decoded: 66 Ways Experts Think
Marian Petre; André van der Hoek (Authors); Yen Quach (Illustrator)
42
Inside Jokes: Using Humor to Reverse-Engineer the Mind
Matthew M. Hurley; Daniel C. Dennett; Reginald B. Adams Jr.
43
Cloud Computing
Nayan B. Ruparelia
44
Introduction to Algorithms 3rd Edition
Thomas H. Cormen; Charles E. Leiserson; Ronald L. Rivest; Clifford Stein
45
Structure and Interpretation of Computer Programs - 2nd Edition (MIT Electrical Engineering and Computer Science)
Harold Abelson; Gerald Jay Sussman
46
The Structural Transformation of the Public Sphere: An Inquiry into a Category of Bourgeois Society
Jürgen Habermas
47
Robot-Proof: Higher Education in the Age of Artificial Intelligence
Joseph E. Aoun
48
Structure and Interpretation of Computer Programs (Second Edition)
Hal Abelson and Gerald Jay Sussman; with Julie Sussman
49
The Genius Checklist
Dean Keith Simonton
50
Memes in Digital Culture (The MIT Press Essential Knowledge series)
Limor Shifman