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| These books can be bought in hard copy, but are also available online for free. /* please keep this list alphabetized */ |
Each of these books can be purchased online and is also available as a completely free website. /* please keep this list alphabetized */ |
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| * [[http://openbookproject.net/thinkcs/python/english2e/|How to Think Like a Computer Scientist (2nd ed.)]] by Elkner, Downey, and Meyers is an open-source book. (Python 2) * [[http://learnpythonthehardway.org/book/|Learn Python The Hard Way]] The title is a misnomer. It would be better titled "Learn Python By Coding It." The author determined that learning python should be similar to learning an instrument. You don't get a book on scales, but you're taught a scale and practice it. The author teaches you how to code properly, how to think like a programmer, and develop quality problem solving skill through a set of 52 exercises that build on each other. (Python 2) * [[http://inventwithpython.com/pygame|Making Games with Python & Pygame]] by Al Sweigart (Python 3) introduces the Pygame framework for novices and intermediate programmers to make graphical games. The same author has written [[http://inventwithpython.com/bookshelf/|many other excellent free books]] |
* '''Automate the Boring Stuff with Python - Practical Programming for Total Beginners''' by ''Al Sweigart'' is "written for office workers, students, administrators, and anyone who uses a computer to learn how to code small, practical programs to automate tasks on their computer." ||Python 3 ||[[https://automatetheboringstuff.com/|website]] ||[[http://www.amazon.com/gp/product/1593275994/|print version]] || * '''How To Think Like a Computer Scientist''' is a classic open-source book by ''Allen Downey'' with contributions from ''Jeffrey Elkner'' and ''Chris Meyers''. It was updated to Python 3 by ''Peter Wentworth.'' ||Python 2 ||[[http://openbookproject.net/thinkcs/python/english2e/|website]] ||[[http://amzn.to/Owtmjy|print version]] || ||Python 3 ||[[http://openbookproject.net/thinkcs/python/english3e/|website]] ||[[http://openbookproject.net/thinkcs/python/english3e/|print version]] || * '''Making Games with Python & Pygame''' by ''Al Sweigart'' introduces the Pygame framework for novices and intermediate programmers to make graphical games. ||Python 3 ||[[http://inventwithpython.com/pygame|website]] ||[[http://www.amazon.com/Making-Games-Python-Pygame-Sweigart/dp/1469901730?ie=UTF8&tag=playwithpyth-20&linkCode=as2&camp=1789&creative=9325&creativeASIN=0982106017|print version]] || |
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| * [[http://http://cscircles.cemc.uwaterloo.ca/|Computer Science Circles]] has 30 lessons, 100 exercises, and a message system where you can ask for help. Teachers can use it with their students. It is also available in Dutch, French, German and Lithuanian. (Python 3) | * [[http://cscircles.cemc.uwaterloo.ca/|Computer Science Circles]] has 30 lessons, 100 exercises, and a message system where you can ask for help. Teachers can use it with their students. It is also available in Dutch, French, German and Lithuanian. (Python 3) * [[https://www.datacamp.com/courses/intro-to-python-for-data-science|DataCamp Python Tutorial]] (Python 3) Unlike most other Python tutorials this 4 hour tutorial by [[https://www.datacamp.com/|DataCamp]] focuses on Python specifically for Data Science. It has 57 interactive exercises and 11 videos. |
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| * [[https://www.speltechnologies.com/bookdemo|Python story-based game]] (Python 2) Merscythe: Adventures with the Codue is a story-based game for learning Python. The tutorials provide feedback and hints. | |
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| * [[https://www.speltechnologies.com/bookdemo|Python story-based game]] (Python 2) Merscythe: Adventures with the Codue is a story-based game for learning Python. The tutorials provide feedback and hints. * [[http://www.letslearnpython.com/learn/|Young Coders tutorial]] (Python 3) This is the full text of the tutorial taught annually at PyCon (North America), with examples and exercises throughout. This tutorial starts with basic skills and builds to working with complex logic and games. Appropriate for ages 10 and up, including adult beginners, |
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| * [[http://anh.cs.luc.edu/handsonPythonTutorial/|Hands-on Python Tutorial]] Beginners' Python, graphics, and simple client/server introduction, with videos (Python 3) | |
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| * [[https://overiq.com/python/3.4/intro-to-python/|Learn Python ]] An Introductory yet in-depth tutorial for Python beginners. | |
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| * [[http://thepythonguru.com/|The Python Guru]] A beginner friendly guide for aspiring programmers. | |
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| /* please keep this list alphabetized */ These websites are written in support of science courses, but are general enough that anyone can learn from them. |
/* please keep this list alphabetized */ These websites are written in support of science courses, but are general enough that anyone can learn from them. |
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| * [[http://illustratedtheoryofnumbers.com/prog.html|Python for Number Theory]] is a series of Python notebooks (for Jupyter) for applications to number theory and cryptography. They assume no prior programming experience, and are suitable for someone learning elementary number theory at the same time. They conclude with an introduction to primality testing and cryptography (Diffie-Hellman, RSA). | |
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| * [[https://youtu.be/uCzFUKWtzgA?list=PLboXykqtm8dy_DNg1NZiS08Dnyj35PWXw|Python Programming Tutorials for Beginners]]: Installation, IDE, variables, functions, strings, lists, OOP | |
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== Tools == * [[http://thonny.org|Thonny, Python IDE for beginners]] |
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| ---- CategoryPythonInEducation CategoryPythonInEducation |
Python for Non-Programmers
If you've never programmed before, the tutorials on this page are recommended for you; they don't assume that you have previous experience. If you have programming experience, also check out the BeginnersGuide/Programmers page.
Books
Each of these books can be purchased online and is also available as a completely free website.
Automate the Boring Stuff with Python - Practical Programming for Total Beginners by Al Sweigart is "written for office workers, students, administrators, and anyone who uses a computer to learn how to code small, practical programs to automate tasks on their computer." ||Python 3 ||website ||print version ||
How To Think Like a Computer Scientist is a classic open-source book by Allen Downey with contributions from Jeffrey Elkner and Chris Meyers. It was updated to Python 3 by Peter Wentworth. ||Python 2 ||website ||print version || ||Python 3 ||website ||print version ||
Making Games with Python & Pygame by Al Sweigart introduces the Pygame framework for novices and intermediate programmers to make graphical games. ||Python 3 ||website ||print version ||
Interactive Courses
These sites give you instant feedback on programming problems that you can solve in your browser.
CheckiO is a gamified website containing programming tasks that can be solved in either Python 2 or 3.
Computer Science Circles has 30 lessons, 100 exercises, and a message system where you can ask for help. Teachers can use it with their students. It is also available in Dutch, French, German and Lithuanian. (Python 3)
DataCamp Python Tutorial (Python 3) Unlike most other Python tutorials this 4 hour tutorial by DataCamp focuses on Python specifically for Data Science. It has 57 interactive exercises and 11 videos.
How to Think Like a Computer Scientist: Interactive Edition (Python 3.x) is an interactive reimagination of Elkner, Downey and Meyer's book with visualizations and audio explanations.
Python on Codecademy (Python 2)
Python story-based game (Python 2) Merscythe: Adventures with the Codue is a story-based game for learning Python. The tutorials provide feedback and hints.
K-12 Oriented (for Children)
Build a "Pypet" Learn programming fundamentals in Python while building a tamagotchi style "Pypet" by Tatiana Tylosky.
Guido van Robot A teaching tool in which students write simple programs using a Python-like language to control a simulated robot. Field-tested at Yorktown High School, the project includes a lesson plan.
PythonTurtle A learning environment for Python suitable for beginners and children, inspired by Logo. Geared mainly towards children, but known to be successful with adults as well.
Python story-based game (Python 2) Merscythe: Adventures with the Codue is a story-based game for learning Python. The tutorials provide feedback and hints.
Young Coders tutorial (Python 3) This is the full text of the tutorial taught annually at PyCon (North America), with examples and exercises throughout. This tutorial starts with basic skills and builds to working with complex logic and games. Appropriate for ages 10 and up, including adult beginners,
Tutorials and Websites
A Byte of Python, by Swaroop C.H., is also an introductory text for people with no previous programming experience. (Python 3)
After Hours Programming Python 3 Tutorial (Python 3)
Ask Python Absolute Beginners Python Tutorial (Python 3)
Hands-on Python Tutorial Beginners' Python, graphics, and simple client/server introduction, with videos (Python 3)
Instant Hacking A minimal crash course by Magnus Lie Hetland that's an excellent starting point. (Python 2)
Learning to Program An introduction to programming for those who have never programmed before, by Alan Gauld. It introduces several programming languages but has a strong emphasis on Python. (Python 2 and 3)
The Wikibooks Non-Programmer's Tutorial for Python by Josh Cogliati is available for both Python 2 and Python 3.
One Day of IDLE Toying A very gentle introduction to the IDLE development environment that comes with Python. This tutorial by Danny Yoo has been translated into nine different languages. (Python 2)
Learn Python An Introductory yet in-depth tutorial for Python beginners.
The Python tips blog includes Python tips and tutorials for beginners and professional programmers.
There is a Python Tutorial in Python's documentation set. It's not written with non-programmers in mind, but it will give you an idea of the language's flavor and style. It is available for both Python 2 and Python 3.
The Python-Course.eu website has an extensive tutorial for complete beginners, in both Python 2 and Python 3, with lots of illustrations.
Pythonspot Tutorials Python tutorials.
The Python Guru A beginner friendly guide for aspiring programmers.
Tutorials for Scientific Audiences
These websites are written in support of science courses, but are general enough that anyone can learn from them.
Beginning Python for Bioinformatics by Patrick O'Brien. An introduction to Python aimed at biologists that introduces the PyCrust shell and Python's basic data types.
Handbook of the Physics Computing Course Also available in various forms at the author's Python in Education page, this is a preliminary course handbook for 1st-year university students with no computing experience. This course material is still preliminary and assumes some high school-level maths. It does not cover object-oriented programming or graphical applications. (Python 2)
Pasteur Institute courses are aimed at biologists but are useful to anyone wanting to learn Python. Introduction to Programming using Python is for people completely new to programming.
The Programming Historian is a tutorial-style introduction to programming for practicing historians. It assumes that you're starting out with no prior programming experience and only a basic understanding of computers. (Python 2)
Python for Number Theory is a series of Python notebooks (for Jupyter) for applications to number theory and cryptography. They assume no prior programming experience, and are suitable for someone learning elementary number theory at the same time. They conclude with an introduction to primality testing and cryptography (Diffie-Hellman, RSA).
Videos
Python Programming Tutorials for Beginners: Installation, IDE, variables, functions, strings, lists, OOP
The Young Programmers Podcast contains video lessons on Python, Pygame, Jython, Scratch, Alice, Java and Scala.