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Programming

Getting Started
args and kwargs
zip
Modules and Packages
Underscores
Terminal Input & Output
String
f-string
Sorting
Assertion
Function: First Class Object
Function: Lambda Function
Function: Return `None`
Looping and Iterations
Generator
Import

Decorator: Basics
Decorator: Advance

Data Structures and Collections

Dictionaries, Maps, and Hashtables
Array Data Structure
Records, Structs, and Data Transfer Objects
Sets
Stacks
Queues
Priority Queues
Dictionary Tricks
[Collections] Namedtuple
[Issues] List
[Issues] Dictionary

Working with Files
File I/O
pathlib
glob

JSON
YAML

OOP Basics
Operator Overloading
Object Comparison
String Conversion
Define Your Own Exception Classes
Object Cloning
Abstract Base Class (ABC)
Class vs Instance Variable
Instance, Class, and Static Methods
Property

Beautiful Python Code with PEP 8
Documenting Python Code
pre-commit

Getting Started
Pytest

Numpy Getting Started
Stack and Concatenate
Numpy 1D Array
Numpy Tile
Numpy Random

Pandas Getting Started

Matplotlib Getting Started
Plotly
Matplotlib Issues
Visualization Cheatsheet

IPython and Shell Commands

Concurrency 101
Thread and Thread Pool
ThreadPoolExecutor

Useful Packages

argparse
Logging
loguru

Issue & Solution

Magic Method

Contents

Numpy Getting Started

View the summary in nbviewer:

Numpy basics
Universial function
Aggregations
Broadcasting
Boolean masking
Fancy indexing
Sorting
Structured array

Next

Stack and Concatenate

Last updated on Apr 5, 2022

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