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Python Notes for Professionals

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Python Notes for Professionals
GoalKicker.com, 2018. — 813 p.
The Python Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow. Text content is released under Creative Commons BY-SA. See credits at the end of this book whom contributed to the various chapters. Images may be copyright of their respective owners unless otherwise specified.
Book created for educational purposes and is not affiliated with Python group(s), company(s) nor Stack Overflow. All trademarks belong to their respective company owners.
Getting started with Python Language
Python Data Types
Indentation
Comments and Documentation
Date and Time
Date Formatting
Enum
Set
Simple Mathematical Operators
Bitwise Operators
Boolean Operators
Operator Precedence
Variable Scope and Binding
Conditionals
Comparisons
Loops
Arrays
Multidimensional arrays
Dictionary
List
List comprehensions
List slicing (selecting parts of lists)
groupby()
Linked lists
Linked List Node
Filter
Heapq
Tuple
Basic Input and Output
Files & Folders I/O
os.path
Iterables and Iterators
Functions
Defining functions with list arguments
Functional Programming in Python
Partial functions
Decorators
Classes
Metaclasses
String Formatting
String Methods
Using loops within functions
Importing modules
Difference between Module and Package
Math Module
Complex math
Collections module
Operator module
JSON Module
Sqlite3 Module
The os Module
The locale Module
Itertools Module
Asyncio Module
Random module
Functools Module
The dis module
The base64 Module
Queue Module
Deque Module
Webbrowser Module
tkinter
pyautogui module
Indexing and Slicing
Plotting with Matplotlib
graph-tool
Generators
Reduce
Map Function
Exponentiation
Searching
Sorting, Minimum and Maximum
Counting
The Print Function
Regular Expressions (Regex)
Copying data
Context Managers (“with” Statement)
The __name__ special variable
Checking Path Existence and Permissions
Creating Python packages
Usage of "pip" module: PyPI Package Manager
pip: PyPI Package Manager
Parsing Command Line arguments
Subprocess Library
setup.py
Recursion
Type Hints
Exceptions
Raise Custom Errors / Exceptions
Commonwealth Exceptions
urllib
Web scraping with Python
HTML Parsing
Manipulating XML
Python Requests Post
Distribution
Property Objects
Overloading
Polymorphism
Method Overriding
User-Defined Methods
String representations of class instances: __str__ and __repr__ methods
Debugging
Reading and Writing CSV
Writing to CSV from String or List
Dynamic code execution with `exec` and `eval`
PyInstaller - Distributing Python Code
Data Visualization with Python
The Interpreter (Command Line Console)
*args and **kwargs
Garbage Collection
Pickle data serialisation
Binary Data
Idioms
Data Serialization
Multiprocessing
Multithreading
Processes and Threads
Python concurrency
Parallel computation
Sockets
Websockets
Sockets And Message Encryption/Decryption Between Client and Server
Python Networking
Python HTTP Server
Flask
Introduction to RabbitMQ using AMQPStorm
Descriptor
tempfile NamedTemporaryFile
Input, Subset and Output External Data Files using Pandas
Unzipping Files
Working with ZIP archives
Getting start with GZip
Stack
Working around the Global Interpreter Lock (GIL)
Deployment
Logging
Web Server Gateway Interface (WSGI)
Python Server Sent Events
Alternatives to switch statement from other languages
List destructuring (aka packing and unpacking)
Accessing Python source code and bytecode
Mixins
Attribute Access
ArcPy
Abstract Base Classes (abc)
Plugin and Extension Classes
Immutable datatypes(int, float, str, tuple and frozensets)
Incompatibilities moving from Python 2 to Python 3
2to3 tool
Non-official Python implementations
Abstract syntax tree
Unicode and bytes
Python Serial Communication (pyserial)
Neo4j and Cypher using Py2Neo
Basic Curses with Python
Templates in python
Pillow
The pass statement
CLI subcommands with precise help output
Database Access
Connecting Python to SQL Server
PostgreSQL
Python and Excel
Turtle Graphics
Python Persistence
Design Patterns
hashlib
Creating a Windows service using Python
Mutable vs Immutable (and Hashable) in Python
configparser
Optical Character Recognition
Virtual environments
Python Virtual Environment - virtualenv
Virtual environment with virtualenvwrapper
Create virtual environment with virtualenvwrapper in windows
sys
ChemPy - python package
pygame
Pyglet
Audio
pyaudio
shelve
IoT Programming with Python and Raspberry PI
kivy - Cross-platform Python Framework for NUI Development
Pandas Transform: Preform operations on groups and concatenate the results
Similarities in syntax, Differences in meaning: Python vs. JavaScript
Call Python from C#
ctypes
Writing extensions
Python Lex-Yacc
Unit Testing
py.test
Profiling
Python speed of program
Performance optimization
Security and Cryptography
Secure Shell Connection in Python
Python Anti-Patterns
Common Pitfalls
Hidden Features
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