A comprehensive platform for Python training

Overview

Initializing search

saeidamiri1/python-training-platform

Home
Book
Python projects
Workshop
Concise notes

A comprehensive platform for Python training

saeidamiri1/python-training-platform

Home
Book
Book
- Overview
- Part I:
  Part I:
  - Chapter 1: Primer
    Chapter 1: Primer
    
    Overview
    
    -- Primer
    
    -- Module
    
    -- Scope and namespace
    
    -- Editor
    
    -- Challenges
  - Chapter 2: Computation
    Chapter 2: Computation
    
    Overview
    
    -- Numpy
    
    -- Scipy
    
    -- Challenges
  - Chapter 3: Data analysis
    Chapter 3: Data analysis
    
    Overview
    
    -- Panda
    
    -- Working with time
    
    -- Missing value
    
    -- Challenges
  - Chapter 4: Visualization
    Chapter 4: Visualization
    
    Overview
    
    -- Matplotlib
    
    -- Seaborn
    
    -- Plotnine
- Part II:
  Part II:
  - Chapter 5: Working with files
    Chapter 5: Working with files
    
    Overview
    
    -- Text files
    
    -- Storing objects
    
    -- CSV
    
    -- XLSX
    
    -- Challenges
  - Chapter 6: OS
    Chapter 6: OS
    
    Overview
    
    -- OS
    
    -- Subprocess
    
    -- Sys
    
    -- Challenges
  - Chapter 7: Decorator
    Chapter 7: Decorator
    
    Overview
    
    -- Decorator
  - Chapter 8: Class
    Chapter 8: Class
    
    Overview
    
    -- Class
    
    -- Inheritance
    
    -- Operator_overloading
    
    -- Class_as_decorators
    
    -- Challenges
- Part III:
  Part III:
  - Chapter 9: Higher-order functions
    Chapter 9: Higher-order functions
    
    Overview
    
    -- functools
    
    -- itertools
  - Chapter 10: Multiprocessing
    Chapter 10: Multiprocessing
    
    Overview
    
    -- Multiprocessing
    
    -- Joblib
    
    -- Threading
  - Chapter 11: Regex
    Chapter 11: Regex
    
    Overview
    
    -- Regex
    
    -- Challenges
- Part IV:
  Part IV:
  - Chapter 12: Testing and debugging
    Chapter 12: Testing and debugging
    
    Overview
    
    -- Error handling
    
    -- Loggin
    
    -- Debugging
  - Chapter 13: Package
    Chapter 13: Package
    
    Overview
    
    -- Package
    
    -- Distribution
Python projects
Python projects
Workshop
Workshop
- Part I:
  Part I:
- Part II:
  Part II:
Concise notes
Concise notes
- Cheat Sheet of python core, Numpy, and Panda
- Cheat Sheet of Sklearn
- Introductory Notes on plot
- Archive
  Archive
  - 2024
- Categories
  Categories
  - Cheat Sheet
  - Dataframe
  - Notes
  - Numpy
  - Panda
  - Plot
  - Python core

Overview

This short book covers fundamental concepts that help users engage in hands-on coding.

Made with Material for MkDocs