[PROBLEM-SOVLING]: Added (very) rough draft of problem solving links (#2993)
* Added very rough draft of problem solving links. * Apply suggestions from code review Additional books and refs from @bobahop. * Apply suggestions from code review Cleaned up formatting a bit. * Update docs/PROBLEM-SOLVING.md * Added Kurtis Pykes article. * Added problem-solving doc to config. * Apply suggestions from code review Co-authored-by: Bob Hoeppner <32035397+bobahop@users.noreply.github.com> Co-authored-by: Bob Hoeppner <32035397+bobahop@users.noreply.github.com>
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# Problem Solving Strategies
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As the first article here states, `Problem solving is a meta-skill`.
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We find that often, the syntax or structure of a programming language isn't the most difficult part of solving a challenge - figuring out _what to code_ or _where to start_ is.
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Developing strategies and a system to break down problems into code-able steps is a **great** skill to cultivate.
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Below are some community-sourced articles, videos, and books that can help you develop this super-skill.
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- Free Code Camp offers a good overview article on [How to Think Like a Programmer - Lessons in Problem-Solving][free-code-camp-think-like-a-programmer].
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- Kurtis Pykes writing for Towards Data Science has a nice [hands-on tutorial for problem-solving][Kurtis Pykes: Hands-on Tutorial - How to Improve Your Problem-Solving Skills as A Programmer].
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- UC Berkeley has a nice PDF summary of [G. Polya's Problem Solving Techniques][g-polya-how-to-solve-it-summary].
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- Originally written in 1945 as guidance for tackling complicated math problems,[G. Polya's How To Solve It][g-polya-how-to-solve-it] (full book) is still _excellent_ advice for problem-solving in general.
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- Mentioned in the Free Code Camp Article, V. Anton Spraul's [Think Like a Programmer: An Introduction to Creative Problem Solving][v-anton-spraul-think-like-a-programmer] is a more modern and programming-focused take on the same general methods Polya outlines for mathematics.
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- [Felienne Hermans][felienne-hermans] is more focused on _how_ people learn the art of coding and how that maps to learning in general.
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She has written [The Programmers Brian][programmers-brain-free-online], with strategies for reading code better, thinking about code clearly, writing better code, and becoming a better code collaborator.
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- You can order a physical copy of her book [here][programmers-brain-manning].
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- She also has two interesting videos on the same topic: [How to Teach Programming (and other things??)][felienne-hermans-how-to-teach-programming] and [Programming is Writing is Programming ][felienne-hermans-programming-is-writing-is-programming].
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- [Algorithmic Thinking (Daniel Zingaro)][daniel-zingaro-algorithmic-thinking] from No Starch Press and [How to think like a programmer (Paul Vickers)][paul-vickers-how-to-think-like-a-programmer] also cover problem-solving when coding.
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- [Computational Thinking: A beginner's guide to problem-solving and programming (Karl Beecher)][beecher-computational-thinking] and [Computational Thinking for the Modern Problem-Solver (Riley and Hunt)][riley-and-hunt-computational-thinking]. Also offer strategies for thinking about problems and breaking them down for coding solutions.
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- [From Computing to Computational Thinking (Paul S. Wang)][wang-computational-thinking] is a bit more generalized and academic, but offers problem-solving strategies and structures that can apply to more than coding, and does not require prior programming knowledge.
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Some of the books above may also be read through the Association of Computing Machinery library.
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Membership (paid) information is available at [acm(dot)org][association-for-computing-machinery].
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[Kurtis Pykes: Hands-on Tutorial - How to Improve Your Problem-Solving Skills as A Programmer]: https://towardsdatascience.com/hands-on-tutorial-how-to-improve-your-problem-solving-skills-as-a-programmer-83f0a8d1082f
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[association-for-computing-machinery]: https://www.acm.org/membership/membership-benefits
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[beecher-computational-thinking]: https://www.karlbeecher.com/project/ct
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[daniel-zingaro-algorithmic-thinking]: https://nostarch.com/algorithmic-thinking
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[felienne-hermans-how-to-teach-programming]: https://www.youtube.com/watch?v=g1ib43q3uXQ
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[felienne-hermans-programming-is-writing-is-programming]: https://www.youtube.com/watch?v=uO3a4HIBDU4
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[felienne-hermans]: https://www.felienne.com/
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[free-code-camp-think-like-a-programmer]: https://www.freecodecamp.org/news/how-to-think-like-a-programmer-lessons-in-problem-solving-d1d8bf1de7d2/
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[g-polya-how-to-solve-it-summary]: https://math.berkeley.edu/~gmelvin/polya.pdf
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[g-polya-how-to-solve-it]: https://press.princeton.edu/books/paperback/9780691164076/how-to-solve-it
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[paul-vickers-how-to-think-like-a-programmer]: https://www.researchgate.net/publication/236270907_How_to_Think_like_a_Programmer_Problem_Solving_for_the_Bewildered
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[programmers-brain-free-online]: https://www.manning.com/books/the-programmers-brain#toc
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[programmers-brain-manning]: https://www.manning.com/books/the-programmers-brain
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[riley-and-hunt-computational-thinking]: https://www.amazon.com/Computational-Thinking-Problem-Textbooks-Computing-ebook/dp/B00IZL9NQI
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[v-anton-spraul-think-like-a-programmer]: https://archive.org/details/think-like-a-programmer/page/n19/mode/2up
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[wang-computational-thinking]: https://www.amazon.com/Computing-Computational-Thinking-Paul-Wang-dp-1482217651/dp/1482217651/ref=mt_other?_encoding=UTF8&me=&qid=
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@@ -5,28 +5,35 @@
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"slug": "installation",
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"path": "docs/INSTALLATION.md",
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"title": "Installing Python locally",
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"blurb": "Learn how to install Python locally to solve Exercism's exercises on your own machine"
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"blurb": "Learn how to install Python locally to solve Exercism's exercises on your own machine."
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},
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{
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"uuid": "8508154c-70e2-4f98-8262-20190db15c1f",
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"slug": "learning",
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"path": "docs/LEARNING.md",
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"title": "How to learn Python",
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"blurb": "An overview of how to get started from scratch with Python"
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"blurb": "An overview of how to get started from scratch with Python."
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},
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{
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"uuid": "8666f259-de7d-4928-ae6f-15ff6fe6bb74",
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"slug": "tests",
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"path": "docs/TESTS.md",
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"title": "Testing on the Python track",
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"blurb": "Learn how to test your Python exercises on Exercism"
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"blurb": "Learn how to test your Python exercises on Exercism."
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},
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{
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"uuid": "f18d3af2-fb71-41c6-984a-32b3ba86bf02",
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"slug": "problem-solving",
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"path": "docs/PROBLEM-SOLVING.md",
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"title": "Problem Solving Resources",
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"blurb": "Learn some general problem-solving techniques to help you with programming."
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},
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{
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"uuid": "73ced51d-76d0-45af-952c-8a6d7b5f3f7a",
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"slug": "resources",
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"path": "docs/RESOURCES.md",
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"title": "Useful Python resources",
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"blurb": "A collection of useful resources to help you master Python"
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"blurb": "A collection of useful resources to help you master Python."
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},
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{
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"uuid": "0dbb029b-ec67-4bbe-9ff7-483bf3a96af1",
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