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## Algorithms and Data Structures
_A Common Sense Guide to Data Structures and Algorithms_ (2017) Jay Wengrow
J.Wengrow. 2017. **A Common Sense Guide to Data Structures and Algorithms**
_The Algorithm Design Manual_ (2011) S. Skienna
S. Skienna. 2011. **The Algorithm Design Manual**
_Cracking the Coding Interview_ (2009) McDowell [for useful algorithm exercises]
A. Bhargava. 2016. **Grokking Algorithms: An Illustrated Guide**
McDowell. 2009. **Cracking the Coding Interview** [for useful algorithm exercises]
## Artificial Intelligence
P. Norvig, S. Russell. 2020. **Artificial Intelligence: A Modern Approach**
N. Weiner. 1948. **Cybernetics**
## Backend (CPD)
[roadmap.sh/backend](https://roadmap.sh/backend)
[Backend Roadmap](https://roadmap.sh/backend)
[roadmap.sh/devops](https://roadmap.sh/devops)
[DevOps Roadmap](https://roadmap.sh/devops)
[roadmap.sh/software-design-architecture](https://roadmap.sh/software-design-architecture)
[Software Design Roadmap](https://roadmap.sh/software-design-architecture)
## C
@ -22,50 +30,66 @@ _Cracking the Coding Interview_ (2009) McDowell [for useful algorithm exercises]
## Computer Science (general)
Abelson, Sussman. 1998. **Structure and Interpretation of Computer Programs**
[Welcome to CS](https://runestone.academy/ns/books/published/welcomecs/index.html)
[roadmap.sh/computer-science](https://roadmap.sh/computer-science)
_Structure and Interpretation of Computer Programs_ (1998) Abelson, Sussman
## Electronics, hardware, computer architecture
_How Computers Really Work_ (2020) Matthew Justice
M.Justice. 2020. **How Computers Really Work**
_But How Do It Know? The Basics of Computers for Everyone_ (2009)
J.C. Scott. 2009. **But How Do It Know? The Basics of Computers for Everyone**
_The Essential Guide to Computing_ (2001) Garrison Walters
G. Walters. 2001. **The Essential Guide to Computing**
_Fundamental Electrical and Electronic Principles_ (2008) Christopher Robertson
C. Roberton. 1008. **Fundamental Electrical and Electronic Principles**
[Computer Organisation and Design](https://learning.oreilly.com/library/view/computer-organization-and/9781483221182/) (2020) Hennesy and Patterson [O'Reilly]
Hennesy, Patterson. 2020. **Computer Organization and Design** ([BBC O'Reilly Link](https://learning.oreilly.com/library/view/computer-organization-and/9781483221182/))
_Computer Systems: A Programmer's Perspective Third Ed._ (2016) Bryant and O'Halloran
Bryant, O'Halloran. 2016. **Computer Systems: A Programmer's Perspective**
[How do transistors work, anyway?](https://lcamtuf.substack.com/p/how-do-transistors-work-anyway)
[NAND latch](http://hyperphysics.phy-astr.gsu.edu/hbase/Electronic/nandlatch.html)
## Generic
## General programming
_Clean Code_ (2008) R.C Martin
R.C.Martin. 2008. **Clean Code**
_The Pragmatic Programmer_ (1999) Hunt and Thomas
Hunt, Thomas. 1999. **The Pragmatic Programmer**
## Linux
_How Linux Works: What Every Superuser Should Know_ (2021) Brian Ward
B.Ward. 2021. **How Linux Works**
## Mathematics
## Mathematics and Logic
_The Logic Book_
M. Bergmann, J. Moor, J.Nelson. 1990. **The Logic Book**
_Foundation Mathematics for Computer Science_ (2015) John Vince
J. Vince. 2015. **Foundation Mathematics for Computer Science**
_Algebra_ (2004) Gelfand and Shen
Gelfand, Shen. 2004. **Algebra**
J.Kun. 2018. **A Programmer's Introduction to Mathematics**
E. Lehman, F. Thomson Leighton, A.R. Meyer 2017. **Mathematics for Computer Science**
## Networks
G. Caldarelli, M. Catanzaro. 2012. **Networks: A Very Short Introduction**
## Python
A. Sweighart. 2020. **Beyond the Basic Stuff with Python**
A. Sweighart. 2015. **Automate the Boring Stuff with Python**
[Tiny Python Projects (O'Reilly)](https://learning.oreilly.com/library/view/tiny-python-projects/9781617297519/)
[Learning Arduino with Python](https://realpython.com/arduino-python/)
## Shell
B. Perry, D. Taylor. 2015. **Wicked Cool Shell Scripts**