Computer Science Bibliography

1. Introduction to Algorithms - by Thomas H. Cormen 
2. Structure and Interpretation of Computer Programs - by Harold Abelson 
3. The C Programming Language - by Brian W. Kernighan 
4. The Pragmatic Programmer: From Journeyman to Master - by Andy Hunt
5. The Art of Computer Programming, Volumes 1-3 Boxed Set - by Donald Ervin Knuth 
6. Design Patterns: Elements of Reusable Object-Oriented Software - by Erich Gamma 
7. Introduction to the Theory of Computation - by Michael Sipser 
8. Code: The Hidden Language of Computer Hardware and Software - by Charles Petzold 
9. The Mythical Man-Month: Essays on Software Engineering - by Frederick P. Brooks Jr. 
10. Artificial Intelligence: A Modern Approach - by Stuart Russell 
11. Code Complete - by Steve McConnell 
12. The Protocols (TCP/IP Illustrated, Volume 1) - by W. Richard Stevens 
13. Algorithms - by Robert Sedgewick 
14. Advanced Programming in the UNIX Environment - by W. Richard Stevens 
15. A Discipline of Programming - by Edsger W. Dijkstra 
16. Introduction to Automata Theory, Languages, and Computation - by John E. Hopcroft 
17. Compilers: Principles, Techniques, and Tools - by Alfred V. Aho 
18. Learn You a Haskell for Great Good!: A Beginner's Guide - by Miran Lipovača 
19. The Society of Mind - by Marvin Minsky 
20. Concrete Mathematics: A Foundation for Computer Science - by Ronald L. Graham 
21. An Introduction to Functional Programming Through Lambda Calculus - by Greg Michaelson 
22. The STREAM TONE: The Future of Personal Computing? - by T. Gilling 
23. Fundamental Kotlin - by Miloš Vasić
24. The Algorithm Design Manual - by Steven S. Skiena 
25. Programming Pearls - by Jon L. Bentley 
26. The Elements of Computing Systems: Building a Modern Computer from First Principles - by Noam Nisan 
27. The Psychology of Computer Programming - by Gerald M. Weinberg
28. Applied Cryptography: Protocols, Algorithms, and Source Code in C - by Bruce Schneier 
29. Hacker's Delight - by Henry S. Warren Jr. 
30. Database System Concepts - by Abraham Silberschatz 
31. A First Course in Logic: An Introduction to Model Theory, Proof Theory, Computability, and Complexity - by Shawn Hedman 
32. Computer Systems: A Programmer's Perspective - by Randal E. Bryant 
33. Basic Proof Theory - by Anne S. Troelstra 
34. Structured Computer Organization - by Andrew S. Tanenbaum 
35. Quality Software Management: Systems Thinking - by Gerald M. Weinberg 
36. Computability and Logic - by George S. Boolos 
37. Waltzing with Bears: Managing Risk on Software Projects - by Tom DeMarco 
38. An Introduction to Database Systems - by C.J. Date 
39. Chaos: Making a New Science - by James Gleick 
40. What Is Life? with Mind and Matter and Autobiographical Sketches - by Erwin Schrödinger 
41. The Annotated Turing: A Guided Tour Through Alan Turing's Historic Paper on Computability and the Turing Machine - by Charles Petzold 
42. Feynman Lectures On Computation - by Richard Feynman 
43. Computational Complexity - by Christos H. Papadimitriou 
44. The Fractal Geometry of Nature - by Benoît B. Mandelbrot 
45. Exploring Requirements: Quality Before Design - by Donald C. Gause 
46. The It Handbook for Business: Managing Information Technology Support Costs - by William C. Couie 
47. Six Degrees: The Science of a Connected Age - by Duncan J. Watts 
48. Computability and Unsolvability - by Martin D. Davis 
49. Communication Networks: Fundamental Concepts and Key Architectures - by Alberto Leon-Garcia 
50. Computability Theory - by S. Barry Cooper 
51. Journey through Genius: The Great Theorems of Mathematics - by William Dunham 
52. The Quark and the Jaguar: Adventures in the Simple and the Complex - by Murray Gell-Mann 
53. Sync: The Emerging Science of Spontaneous Order - by Steven H. Strogatz 
54. How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life - by Albert-László Barabási 
55. Engines of Creation: The Coming Era of Nanotechnology - by K. Eric Drexler 
56. Refactoring: Improving the Design of Existing Code - by Martin Fowler 
57. Slack: Getting Past Burnout, Busywork, and the Myth of Total Efficiency - by Tom DeMarco 
58. Elements of the Theory of Computation - by Harry R. Lewis 
59. Lambda-Calculus and Combinators: An Introduction - by J. Roger Hindley 
60. Lambda-Calculus, Combinators and Functional Programming - by György E. Révész 
61. Design and Validation of Computer Protocols - by Gerard J. Holzmann 
62. File Structures: An Object-Oriented Approach with C++ - by Michael J. Folk 
63. Debugging: The 9 Indispensable Rules for Finding Even the Most Elusive Software and Hardware Problems - by David J. Agans
64. The Meme Machine - by Susan Blackmore 
65. Does God Play Dice?: The New Mathematics of Chaos - by Ian Stewart 
66. The Strangest Man: The Hidden Life of Paul Dirac, Mystic of the Atom - by Graham Farmelo 
67. The Hidden Connections: A Science for Sustainable Living - by Fritjof Capra 
68. Purely Functional Data Structures - by Chris Okasaki 
69. The Calculus of Computation: Decision Procedures with Applications to Verification - by Aaron R. Bradley 
70. Cracking the Coding Interview: 150 Programming Questions and Solutions - by Gayle Laakmann McDowell 
71. Modern Operating Systems - by Andrew S. Tanenbaum 
72. Algorithm Design - by Jon Kleinberg 
73. Source Code Optimization Techniques For Data Flow Dominated Embedded Software - by Heiko Falk 
74. Advanced Compiler Design and Implementation - by Steven S. Muchnick 
75. A Practical Introduction to Computer Architecture - by Daniel Page 
76. Patterns of Enterprise Application Architecture - by Martin Fowler 
77. The Science of Liberty: Democracy, Reason and the Laws of Nature - by Timothy Ferris 
78. Reinventing Discovery: The New Era of Networked Science - by Michael Nielsen
79. On Growth and Form - by D'Arcy Wentworth Thompson 
80. Cycles of Time: An Extraordinary New View of the Universe - by Roger Penrose 
81. Chances Are . . .: Adventures in Probability - by Michael Kaplan 
82. Angels and Ages: A Short Book About Darwin, Lincoln, and Modern Life - by Adam Gopnik 
83. Total Recall: How the E-Memory Revolution Will Change Everything - by C. Gordon Bell 
84. Annoying: The Science of What Bugs Us - by Joe Palca 
85. Collider: The Search for the World's Smallest Particles - by Paul Halpern
86. Denialism: How Irrational Thinking Hinders Scientific Progress, Harms the Planet, and Threatens Our Lives - by Michael Specter 
87. Six Impossible Things Before Breakfast: The Evolutionary Origins of Belief 
88. by Lewis Wolpert 
89. The Pleasure Instinct: Why We Crave Adventure, Chocolate, Pheromones, and Music 
90. by Gene Wallenstein 
91. Shadows of the Mind: A Search for the Missing Science of Consciousness - by Roger Penrose 
92. The Age of Entanglement: When Quantum Physics Was Reborn - by Louisa Gilder 
93. The Clockwork Universe: Isaac Newton, the Royal Society, and the Birth of the Modern World - by Edward Dolnick 
94. Quantum Man: Richard Feynman's Life in Science - by Lawrence M. Krauss 
95. The Day We Found the Universe - by Marcia Bartusiak 
96. A New Kind of Science - by Stephen Wolfram 
97. Letters to a Young Mathematician - by Ian Stewart 
98. A History of π - by Petr Beckmann 
99. Out of Control: The New Biology of Machines, Social Systems, and the Economic World - by Kevin Kelly 
100. The User Illusion: Cutting Consciousness Down to Size - by Tor Nørretranders 
101. Programming the Universe: A Quantum Computer Scientist Takes on the Cosmos - by Seth Lloyd 
102. Biology as Ideology: The Doctrine of DNA - by Richard C. Lewontin 
103. The End of Time: The Next Revolution in Our Understanding of the Universe - by Julian Barbour 
104. A World Without Time: The Forgotten Legacy of Gödel And Einstein - by Palle Yourgrau 
105. Dreams of a Final Theory: The Scientist's Search for the Ultimate Laws of Nature - by Steven Weinberg 
106. The Trouble with Physics: The Rise of String Theory, the Fall of a Science and What Comes Next - by Lee Smolin 
107. Your Brain at Work: Strategies for Overcoming Distraction, Regaining Focus, and Working Smarter All Day Long - by David Rock 
108. Unequal Protection: The Rise of Corporate Dominance and the Theft of Human Rights - by Thom Hartmann 
109. Poor Charlie's Almanack: The Wit and Wisdom of Charles T. Munger - by Charles T. Munger 
110. Eight Little Piggies: Reflections in Natural History - by Stephen Jay Gould 
111. The Smart Swarm: How Understanding Flocks, Schools, and Colonies Can Make Us Better at Communicating, Decision Making, and Getting Things Done - by Peter Miller 
112. Emergence: The Connected Lives of Ants, Brains, Cities, and Software - by Steven Johnson 
113. The Body Has a Mind of Its Own: How Body Maps in Your Brain Help You Do (Almost) Everything Better - by Sandra Blakeslee 
114. The Age of Empathy: Nature's Lessons for a Kinder Society - by Frans de Waal 
115. Wholeness and the Implicate Order - by David Bohm 
116. The Structure of Evolutionary Theory - by Stephen Jay Gould 
117. The Evolution of Cooperation - by Robert Axelrod 
118. Philosophy in the Flesh: The Embodied Mind and its Challenge to Western Thought - by George Lakoff 
119. Quantum: Einstein, Bohr and the Great Debate About the Nature of Reality - by Manjit Kumar 
120. The Theory of Almost Everything: The Standard Model, the Unsung Triumph of Modern Physics - by Robert Oerter 
121. Seeking Wisdom: From Darwin To Munger - by Peter Bevelin 
122. The Master and His Emissary: The Divided Brain and the Making of the Western World - by Iain McGilchrist 
123. Complexity, adaptive leadership, phase transitions, and new emergent order: A case study of the Northwest Texas Conference of the United Methodist Church. - by Bryan D. Sims 
124. Managing Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation - by Michael J. North 
125. The Emperor's Nightingale: How the Emerging Dynamics of Corporate Complexity Will Restore Life in the New Millennium - by Robert A.G. Monks
126. Machines, Languages, And Complexity: 5th International Meeting Of Young Computer Scientists, Smolenice, Czechoslovakia, November 14 18, 1988: Selected Contributions - by Jürgen Dassow
127. Regional Pathways to Complexity: Settlement and Land-Use Dynamics in Early Italy from the Bronze Age to the Republican Period - by Peter Attema 
128. Nonlinear Dynamics of Chaotic and Stochastic Systems: Tutorial and Modern Developments. Springer Complexity, Springer Series in Synergetics. - by Vadim S. Anishchenko 
129. Complexity Theory and the Management of Networks: Proceedings of the Workshop on Organisational Networks as Distributed Systems of Knowledge - by Pierpaolo Andriani
130. The New Economy and Macroeconomic Stability: A Neo-Modern Perspective Drawing on the Complexity Approach and Keynesian Economics - by Dario Togati 
131. Applications of Automata Theory and Algebra: Via the Mathematical Theory of Complexity to Biology, Physics, Psychology, Philosophy, and Games - by John L. Rhodes 
132. The Effective Organization: Practical Application of Complexity Theory and Organizational Design to Maximize Performance in the Face of Emerging Events - by Dennis A. Tafoya 
133. AI Approaches to the Complexity of Legal Systems: Complex Systems, the Semantic Web, Ontologies, Argumentation, and Dialogue - by Pompeu Casanovas 
134. Resource Efficiency Complexity and the Commons: The Paracommons and Paradoxes of Natural Resource Losses, Wastes and Wastages - by Bruce Lankford 
135. On the (Im)Possibility of Business Ethics: Critical Complexity, Deconstruction, and Implications for Understanding the Ethics of Business - by Minka Woermann  

Common Exponential Distributions and their Sufficient Statistics

Traditional Programming x Machine Learning

3D Euclidean Distance

Scatter plots illustrating correlations from -1 to1

Amostragem

General Types of Sampling