5.3 KiB
| title |
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| Books on Python Programming Language |
List of Books
Think Python 2e
- Website
- E-book(free)
- Amazon Smile
- ISBN-13: 978-1491939369
Learn Python 3 the Hard Way
Paid (Free ebook available) book which covers the basics of Python. It's designed to get you started with the Python language and become familiar with its syntax and workings by the time you complete the book.
- Website (Buy from the creator | Includes video lessons)
- E-book (free)
- Amazon Smile
- ISBN-13: 978-0134692883
- ISBN-10: 0134692888
Black Hat Python: Python Programming for Hackers and Pentesters
- Amazon Smile
- ISBN-10: 1593275900
So you've covered the basics of Python? You're now ready to discover the in-depth tutorials which cover the advanced programming aspects of Python. These include system administration, GUIs and the web. Understand how Python is used in databases, networking, front-end scripting layers and more.
Programming Python
- Amazon Smile
- ISBN-10: 0596158106
- ISBN-13: 978-0596158101
Data Science from Scratch: First Principles with Python You'll learn many of the first princliples for data science tools and how algorithms work by implementing these from scratch. If you have an aptitude for maths and some coding skills, you'll have a crash course in Python that includes the basics of algebra, statistics, and probability. You'll learn how to implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks and clustering. Discover recommender systems, natural lanuage processing, network analysis, MapReduce and databases.
- O'Reilly
- Amazon Smile
- ISBN-10: 149190142X
- ISBN-13: 978-1491901427
Making Games with Python and Pygame
A great book for people willing to test their knowledge in Python by creating games. It involves the use of pygame with easy to follow examples. Paid with a free ebook available.
Automate The Boring Stuff With Python
- Great book for beginners. Has interesting projects to practice Python.
- Website
- Amazon
- ISBN-10: 1593275994
- ISBN-13: 978-1593275990
Python crash course 2e (note that 3e is going to be published on April 2019)
- Paid book which gives concrete introduction to both programming and Python by the creation of projects.
- Amazon Smile
- ISBN-10: 1593276036
- ISBN-13: 978-1593276034
The Quick Python Book, Third Edition
- Paid book which provides a good level of information for those starting Python and as a reference for the Python language
- Manning
- ISBN-10: 1617294039
- ISBN-13: 978-1617294037
Head First Python, Second Edition
- Paid book: a great beginner's book; part of the Head First series which uses cognitive science approach to way people learn.
- ISBN: 9781491919521
- O'Reilly
Other Resources
- Functional Programming in Python by David Mertz [OREILLY] [FREE]
- Python in Education by Nicholas H. Tollervey[OREILLY] [FREE]
- How to think like a Computer Scientist by Allen Downey[V 2.0.17] [FREE]
- A Byte of Python[FREE]
- Automate the Boring Stuff with Python [FREE]
Please feel free to add more that you have found useful!