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*args and **kwargs
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Abstract Base Classes (abc)
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Accessing Python source code and bytecode
Alternatives to switch statement from other languages
ArcPy
Arrays
Asyncio Module
Attribute Access
Audio
Basic Curses with Python
Basic Input and Output
Binary Data
Bitwise Operators
Boolean Operators
Call Python from C#
Checking Path Existence and Permissions
ChemPy - python package
Classes
CLI subcommands with precise help output
Code blocks, execution frames, and namespaces
Collections module
Comments and Documentation
Common Pitfalls
Commonwealth Exceptions
Comparisons
Complex math
Conditionals
configparser
Connecting Python to SQL Server
Context Managers (“with” Statement)
Copying data
Counting
Create virtual environment with virtualenvwrapper in windows
Creating a Windows service using Python
Creating Python packages
ctypes
Data Serialization
Data Visualization with Python
Database Access
Date and Time
Date Formatting
Debugging
Decorators
Defining functions with list arguments
Deployment
Deque Module
Descriptor
Design Patterns
Dictionary
Difference between Module and Package
Distribution
Django
Dynamic code execution with `exec` and `eval`
Enum
Exceptions
Exponentiation
Files & Folders I/O
Filter
Flask
Functional Programming in Python
Functions
Functools Module
Garbage Collection
Generators
getting start with GZip
graph-tool
groupby()
hashlib
Heapq
Hidden Features
HTML Parsing
Idioms
ijson
Immutable datatypes(int, float, str, tuple and frozensets)
Importing modules
Incompatibilities moving from Python 2 to Python 3
Indentation
Indexing and Slicing
Input, Subset and Output External Data Files using Pandas
Introduction to RabbitMQ using AMQPStorm
IoT Programming with Python and Raspberry PI
Iterables and Iterators
Itertools Module
JSON Module
kivy - Cross-platform Python Framework for NUI Development
Linked List Node
Linked lists
List
List comprehensions
List Comprehensions
List destructuring (aka packing and unpacking)
List slicing (selecting parts of lists)
Logging
Loops
Manipulating XML
Map Function
Math Module
Metaclasses
Method Overriding
Mixins
Multidimensional arrays
Multiprocessing
Multithreading
Mutable vs Immutable (and Hashable) in Python
Neo4j and Cypher using Py2Neo
Non-official Python implementations
Operator module
Operator Precedence
Optical Character Recognition
os.path
Overloading
Pandas Transform: Preform operations on groups and concatenate the results
Parallel computation
Parsing Command Line arguments
Partial functions
Performance optimization
Pickle data serialisation
Pillow
pip: PyPI Package Manager
Plotting with Matplotlib
Plugin and Extension Classes
Polymorphism
PostgreSQL
Processes and Threads
Profiling
Property Objects
py.test
pyaudio
pyautogui module
pygame
Pyglet
PyInstaller - Distributing Python Code
Python and Excel
Python Anti-Patterns
Python concurrency
Python Data Types
Python HTTP Server
Python Lex-Yacc
Python Networking
Python Persistence
Python Requests Post
Python Serial Communication (pyserial)
Python Server Sent Events
Python speed of program
Python Virtual Environment - virtualenv
Queue Module
Raise Custom Errors / Exceptions
Random module
Reading and Writing CSV
Recursion
Reduce
Regular Expressions (Regex)
Searching
Secure Shell Connection in Python
Security and Cryptography
Set
setup.py
shelve
Similarities in syntax, Differences in meaning: Python vs. JavaScript
Simple Mathematical Operators
Sockets
Sockets And Message Encryption/Decryption Between Client and Server
Sorting, Minimum and Maximum
Sqlite3 Module
Stack
String Formatting
String Methods
String representations of class instances: __str__ and __repr__ methods
Subprocess Library
sys
tempfile NamedTemporaryFile
Templates in python
The __name__ special variable
The base64 Module
The dis module
The Interpreter (Command Line Console)
The locale Module
The os Module
The pass statement
The Print Function
tkinter
Tuple
Turtle Graphics
Type Hints
Unicode
Unicode and bytes
Unit Testing
Unzipping Files
urllib
Usage of "pip" module: PyPI Package Manager
User-Defined Methods
Using loops within functions
Variable Scope and Binding
virtual environment with virtualenvwrapper
Virtual environments
Web scraping with Python
Web Server Gateway Interface (WSGI)
Webbrowser Module
Websockets
Working around the Global Interpreter Lock (GIL)
Working with ZIP archives
Writing extensions
Writing to CSV from String or List
Python Language - Awesome Book
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The Big Book of Small Python Projects: 81 Easy Practice Programs
2019
Mastering Python: Machine Learning, Data Structures, Django, Object Oriented Programming and Software Engineering (Including Programming Interview Questions) [2nd Edition]
Python Programming for Beginners: Learn Python Machine Learning Language From Scratch and Deep Learning
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Advanced Machine Learning: Mastering Level Learning with Python
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Python Tricks: A Buffet of Awesome Python Features
Starting Out with Python (4th Edition)
The Self-Taught Programmer: The Definitive Guide to Programming Professionally
2016
Grokking Algorithms: An illustrated guide for programmers and other curious people
Invent Your Own Computer Games with Python, 4E
Make Your Own Neural Network
Python for Everybody: Exploring Data in Python 3
Python Programming: An Introduction to Computer Science, 3rd Ed.
2015
you’ll discover Python’s best practices and the power of beautiful & Pythonic code with simple examples and a step-by-step narrative.
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Python Crash Course: A Hands-On, Project-Based Introduction to Programming
2014
Python Pocket Reference: Python In Your Pocket (Pocket Reference (O'Reilly))
Python Programming for Beginners: An Introduction to the Python Computer Language and Computer Programming
2013
Getting Started with Raspberry Pi (Make: Projects)
Hello World!: Computer Programming for Kids and Other Beginners
Learning Python, 5th Edition
Python Cookbook, Third edition
Python for Informatics: Exploring Information
Python In A Day: Learn The Basics, Learn It Quick, Start Coding Fast (In A Day Books) (Volume 1)
2012
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and Ipython
Python for Kids: A Playful Introduction To Programming
2011
Starting Out with Python (2nd Edition) (Gaddis Series)
2010
Python Programming: An Introduction to Computer Science
2007
Programming Collective Intelligence: Building Smart Web 2.0 Applications
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