121 lines
3.9 KiB
Markdown
121 lines
3.9 KiB
Markdown
# Resources
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## Algorithms and Data Structures
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J.Wengrow. 2017. **A Common Sense Guide to Data Structures and Algorithms**
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S. Skienna. 2011. **The Algorithm Design Manual**
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A. Bhargava. 2016. **Grokking Algorithms: An Illustrated Guide**
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McDowell. 2009. **Cracking the Coding Interview** [for useful algorithm exercises]
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## Artificial Intelligence
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P. Norvig, S. Russell. 2020. **Artificial Intelligence: A Modern Approach**
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N. Weiner. 1948. **Cybernetics**
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## Backend (general)
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[Backend Roadmap](https://roadmap.sh/backend)
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[DevOps Roadmap](https://roadmap.sh/devops)
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[Software Design Roadmap](https://roadmap.sh/software-design-architecture)
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## C
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[Everything I wish I knew when I started learning C](https://tmewett.com/c-tips/)
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## Computer Science (general)
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Abelson, Sussman. 1998. **Structure and Interpretation of Computer Programs**
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[Welcome to CS](https://runestone.academy/ns/books/published/welcomecs/index.html)
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[Open Source self-taught CS course](https://github.com/ossu/computer-science)
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[roadmap.sh/computer-science](https://roadmap.sh/computer-science)
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## Electronics, hardware, computer architecture
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M.Justice. 2020. **How Computers Really Work**
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J.C. Scott. 2009. **But How Do It Know? The Basics of Computers for Everyone**
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G. Walters. 2001. **The Essential Guide to Computing**
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C. Roberton. 1008. **Fundamental Electrical and Electronic Principles**
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Hennesy, Patterson. 2020. **Computer Organization and Design** ([BBC O'Reilly Link](https://learning.oreilly.com/library/view/computer-organization-and/9781483221182/))
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Bryant, O'Halloran. 2016. **Computer Systems: A Programmer's Perspective**
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N.Nisan, S.Schoken. 2021. **The Elements of Computing Systems** (Second Edition)
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[How do transistors work, anyway?](https://lcamtuf.substack.com/p/how-do-transistors-work-anyway)
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[NAND latch](http://hyperphysics.phy-astr.gsu.edu/hbase/Electronic/nandlatch.html)
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[Lessons in Electric Circuits](https://www.allaboutcircuits.com/textbook/) [full textbook]
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## General programming
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R.C.Martin. 2008. **Clean Code**
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Hunt, Thomas. 1999. **The Pragmatic Programmer**
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## Linux
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B.Ward. 2021. **How Linux Works**
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## Mathematics and Logic
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M. Bergmann, J. Moor, J.Nelson. 1990. **The Logic Book**
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J. Vince. 2015. **Foundation Mathematics for Computer Science**
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Gelfand, Shen. 2004. **Algebra**
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J.Kun. 2018. **A Programmer's Introduction to Mathematics**
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E. Lehman, F. Thomson Leighton, A.R. Meyer 2017. **Mathematics for Computer Science**
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## Networks
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G. Caldarelli, M. Catanzaro. 2012. **Networks: A Very Short Introduction**
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[Course: NodeJS Essential Training (LinkedIn Learning)](https://www.linkedin.com/learning/node-js-essential-training-14888164)
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[Course: Building RESTful APIs with Node.js and Express](https://www.linkedin.com/learning/building-restful-apis-with-node-js-and-express-16069959)
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## Python
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A. Sweighart. 2020. **Beyond the Basic Stuff with Python**
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A. Sweighart. 2015. **Automate the Boring Stuff with Python**
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J. Hunt. 2019. **A Beginner's Guide to Python Programming**
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J. Hunt. 2019. **An Advanced Guide to Python Programming**
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[Tiny Python Projects (O'Reilly)](https://learning.oreilly.com/library/view/tiny-python-projects/9781617297519/)
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[Learning Arduino with Python](https://realpython.com/arduino-python/)
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[Python Programming Exercises](https://github.com/zhiwehu/Python-programming-exercises/blob/master/100%2B%20Python%20challenging%20programming%20exercises.txt)
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## Shell
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B. Perry, D. Taylor. 2015. **Wicked Cool Shell Scripts**
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[What is the difference between `${var}`, `"$var"`, and `"${var}"` in the Bash shell? (Stack Overflow)](https://stackoverflow.com/q/18135451/10484600)
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[AWK tutorial](https://zetcode.com/lang/awk/)
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## SQL
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[Course: MySQL Essential Training (LinkedIn Learning)](https://www.linkedin.com/learning/mysql-essential-training-2)
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[Course: MySQL Advanced Topics (LinkedIn Learning)](https://www.linkedin.com/learning/mysql-advanced-topics)
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