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- title: Automate the Boring Stuff with Python
site_name: Automate the Boring Stuff with Python
url: https://automatetheboringstuff.com/
retrieved_at: 2015-07-15T17:01:45.379972
description: |
"Automate the Boring Stuff with Python is written for office workers, students, administrators, and anyone who uses a computer how to write small, practical programs to automate tasks on their computer."
published_at: None
type: book
authors: Al Sweigart
image:
icon: https://automatetheboringstuff.com/favicon.ico
buy_url: http://www.nostarch.com/automatestuff
- title: Learn Python the Hard Way
site_name: Learn Python the Hard Way
url: http://learnpythonthehardway.org/book/
retrieved_at: 2015-07-15T17:00:44.328468
description: |
"This book instructs you in Python by slowly building and establishing skills through techniques like practice and memorization, then applying them to increasingly difficult problems."
published_at: None
type: book
authors: Zed Shaw
image:
icon:
buy_url: http://learnpythonthehardway.org/
- title: Python Cookbook
site_name: The new learning environment from O’Reilly
url: http://chimera.labs.oreilly.com/books/1230000000393
retrieved_at: 2015-07-15T17:20:40.197558
description: |
"If you need help writing programs in Python 3, or want to update older Python 2 code, this book is just the ticket. Packed with practical recipes written and tested with Python 3.3, this unique cookbook is for experienced Python programmers who want to focus on modern tools and idioms."
published_at: None
type: book
authors: 'David Beazley and Brian K. Jones'
image:
icon: http://chimera.labs.oreilly.com/favicon.ico
buy_url: http://shop.oreilly.com/product/0636920027072.do?intcmp=il-npa-books-video-product_chimera
- title: "Software Carpentry's Programming with Python"
site_name:
url: http://swcarpentry.github.io/python-novice-inflammation/
retrieved_at: 2015-07-15T17:14:10.971390
description: |
"The best way to learn how to program is to do something useful, so this introduction to Python is built around a common scientific task: data analysis. Our real goal isn’t to teach you Python, but to teach you the basic concepts that all programming depends on."
published_at: None
type: course
authors:
image:
icon: http://swcarpentry.github.io/favicon.ico
- title: Composing Programs
site_name: UC Berkeley CS Department
url: http://www.composingprograms.com/
retrieved_at: 2015-07-15T17:16:26.525579
description: |
"In the tradition of SICP, this text focuses on methods for abstraction, programming paradigms, and techniques for managing the complexity of large programs. These concepts are illustrated primarily using the Python 3 programming language."
published_at: None
type:
authors: John DeNero of UC Berkeley
image:
icon:
- title: "Dive Into Python: Python from novice to pro"
url: http://www.diveintopython.net/
description: |
A free, book originally published in 2004, aimed at experienced programmers.
authors: Mark Pilgrim
- title: Codecademy's Python Track
url: https://www.codecademy.com/en/tracks/python
description: |
An interactive course in Python 2.
- title: The Hitchhiker’s Guide to Python!
site_name: "The Hitchhiker's Guide to Python"
url: http://docs.python-guide.org/en/latest/
retrieved_at: 2015-07-15T17:23:27.555408
description: |
This opinionated guide exists to provide both novice and expert Python developers a best-practice handbook to the installation, configuration, and usage of Python on a daily basis.
published_at: None
type: book
authors: Kenneth Reitz
image:
icon: http://docs.python-guide.org/favicon.ico
- title: Introduction to Statistics 6.4 documentation
site_name: Haslwanter
url: http://work.thaslwanter.at/Stats/html/
retrieved_at: 2015-07-15T17:25:19.182288
description: |
"I believe that I cover at least 90% of the problems that most physicists, biologists, and medical doctors encounter in their work."
published_at: None
type: book
authors: Thomas Haslwanter
image:
icon: http://work.thaslwanter.at/Stats/html/_static/stats.ico
- title: Think Python
site_name: Free Computer Science Books
url: http://greenteapress.com/thinkpython/html/index.html
retrieved_at: 2015-07-15T17:27:00.267214
description: |
The goal of this book is to teach you to think like a computer scientist. This way of thinking combines some of the best features of mathematics, engineering, and natural science.
published_at: None
type:
authors:
image:
icon:
buy_url: http://amzn.to/Owtmjy
- title: "Probabilistic Programming & Bayesian Methods for Hackers"
url: http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
description: |
An intro to Bayesian methods and probabilistic programming from a computation/understanding-first, mathematics-second point of view.
authors: Cam Davidson-Pilon
type: book
- title: The Little Book of Python Anti-Patterns
site_name: Welcome — QuantifiedCode Documentation 0.1 documentation
url: http://docs.quantifiedcode.com/python-anti-patterns/
retrieved_at: 2015-07-15T17:33:52.838909
description: "Welcome, fellow Pythoneer! This is a small book of Python anti-patterns and worst practices."
published_at: None
type: book
authors: QuantifiedCode
image:
icon:
- title: Test-Driven Development with Python
site_name: The new learning environment from O’Reilly
url: http://chimera.labs.oreilly.com/books/1234000000754/index.html
retrieved_at: 2015-07-15T17:34:49.738419
description: |
This book is my attempt to share with the world the journey I’ve taken from "hacking" to "software engineering". It’s mainly about testing, but there’s a lot more to it, as you’ll soon see.
published_at: None
type: book
authors:
image:
icon: http://chimera.labs.oreilly.com/favicon.ico
buy_url: http://shop.oreilly.com/product/0636920029533.do
- title: Invent Your Own Computer Games with Python
url: https://inventwithpython.com/chapters/
retrieved_at: 2015-07-15T17:08:10.364178
description: "Invent with Python is for young adults, adult adults, and anyone who has never programmed before."
published_at: None
type: book
authors: Al Sweigart
image:
icon: https://inventwithpython.com/favicon.ico
buy_url: "https://www.amazon.com/gp/product/1503212300?ie=UTF8&tag=playwithpyth-20&linkCode=as2&camp=1789&creative=9325&creativeASIN=1503212300"
- title: "Natural Language Processing with Python - Analyzing Text with the Natural Language Toolkit"
description: This book serves both as a user manual for the great NLTK Python library and a primer on natural language processing.
url: http://nltk.org/book
authors: "Steven Bird, Ewan Klein, and Edward Loper"
type: book
published_at: None
image:
- title: "OpenCV-Python Tutorials"
description: A set of tutorials covering the use of image processing and computer vision via the Python OpenCV library.
authors: "Alexander Mordvintsev & Abid K."
url: http://opencv-python-tutroals.readthedocs.org/en/latest/py_tutorials/py_tutorials.html
- title: "Making Games with Python & Pygame"
url: https://inventwithpython.com/pygame/chapters/
retrieved_at: 2015-07-15T17:08:10.364178
description: "Making Games with Python & Pygame covers the Pygame library with the source code for 11 games. Making Games was written as a sequel for the same age range as Invent with Python. "
published_at: None
type: book
authors: Al Sweigart
image:
icon: https://inventwithpython.com/favicon.ico
buy_url: "https://www.amazon.com/Making-Games-Python-Pygame-Sweigart/dp/1469901730?ie=UTF8&tag=playwithpyth-20&linkCode=as2&camp=1789&creative=9325&creativeASIN=0982106017"
- title: "Hacking Secret Ciphers with Python"
url: https://inventwithpython.com/hacking/chapters/
description: |
Hacking Secret Ciphers with Python teaches complete beginners how to program in the Python programming language. The book features the source code to several ciphers and hacking programs for these ciphers.
type: book
authors: Al Sweigart
buy_url: "https://www.amazon.com/gp/product/1482614375/ref=as_li_qf_sp_asin_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1482614375&linkCode=as2&tag=playwithpyth-20"
- title: Intermediate Python — Python Tips 0.1 documentation
url: http://book.pythontips.com/en/latest/
retrieved_at: 2015-08-17T22:28:46.178501
icon: http://book.pythontips.com/favicon.ico
authors: Muhammad Yasoob Ullah Khalid
description: |
"The topics which are discussed in this book open up your mind towards some nice corners of Python language. This book is an outcome of my desire to have something like it when I was beginning to learn Python."