ISABELLE TERRY
Programming for Physicists
Today, programming is an essential skill for physics students and is a natural progression on the path to becoming a physicist. At the University of St Andrews, physics students are expected to use programming as an enhancement to their physical and mathematical knowledge, using the specialities of various programming languages. This web-page is a collection of online resources to help in learning the programming languages used as part of the St Andrews Physics Curriculum, leading to eventual mastery.
Python
A very good and detailed Python textbook, suitable for beginner programmers and also gives detailed chapters and examples on advanced Python. Has a Coursera course by the University of Michigan that follows along with the curriculum, with video lectures which can be audited for free.
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http://do1.dr-chuck.com/pythonlearn/EN_us/pythonlearn.pdf
https://www.coursera.org/specializations/python?
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A Python textbook more suited to beginners, all beginner knowledge and has a chapter on Web Pages.
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http://anh.cs.luc.edu/python/hands-on/3.1/Hands-onPythonTutorial.pdf
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Titled “Python for Absolute Beginners” it goes over all beginner aspects of Python.
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http://index-of.es/Python/Python%203%20for%20Absolute%20Beginners.pdf
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A big textbook covering background of how Python works and the essentials of the Python language.
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https://cfm.ehu.es/ricardo/docs/python/Learning_Python.pdf
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Another big Python textbook written by a computer scientist, where the first half jumps into the basics of Python and the second half goes into advanced Python techniques.
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https://www.davekuhlman.org/python_book_01.pdf
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Google’s Python Class includes written materials, lecture videos, and code exercises aimed to introduce students to Python language.
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https://developers.google.com/edu/python/?hl=en
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Online Web-pages that gives tutorials on the basic essentials of Python.
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https://pymbook.readthedocs.io/en/latest/
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Official Python.org online tutorials on the programming language.
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https://www.python.org/about/gettingstarted/
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Online help pages for Python concepts that read like a conversation, detailed explanations.
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https://www.afterhoursprogramming.com/tutorial/python/
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http://www.alan-g.me.uk/l2p/index.htm
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Websites that offer practice problems on Python Programming Techniques.
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https://www.javatpoint.com/python-programs
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https://www.tutorialgateway.org/python-programming-examples/
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https://www.sanfoundry.com/python-problems-solutions/
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https://wiki.python.org/moin/SimplePrograms
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Mathematica
If new to Wolfram|Alpha and Mathematica, would suggest starting here on the Wolfram|Alpha website with a tour of how the language works and what you can do and create with Mathematica.
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https://www.wolframalpha.com/tour/
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Online Video Series by Wolfram|Alpha that explains Mathematica and its basic functions.
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https://www.wolfram.com/broadcast/screencasts/mathematica/online/
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The Mathematica Cookbook is a textbook that introduces you to how Mathematica works and some basic tasks you can create with Mathematica.
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https://math.bme.hu/~jtoth/Mma/Mathematica%20Cookbook.pdf
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A YouTube video tutorial that introduces the basics of Mathematica with examples, good for beginner programmers as goes over if statements, arrays, etc in Mathematica.
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https://www.youtube.com/watch?v=Zp1EV7ytSnA
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An online page that lists many tutorials for Mathematica in many mediums such as book and videos.
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Short Introductory Seminar Notes on Mathematica and its simple uses, good read for building a foundation of Mathematica to then expand on.
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http://www2.eng.ox.ac.uk/~labejp/Seminar/Mathematica/MathematicaSeminarNotes.pdf
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