PyVerse

The Repository mainly contains the Python Resourses helpful for various use-cases in different fields.

• Basics of Data Handling
• Data Analysing
• Data Representation

Basics of Data Handling

• Jupyter-Notebooks
  • Reading Data
  • Writing Data
  • Loading and Viewing data
  • Basics of Numpy Array
    • 1D Array
    • 2D Array

Data Analysing

• Jupyter-Notebook
  • Review Introduction
  • Data Wrangling
  • Exploratory Data Analysis
  • Model Development
  • Model Evaluation and Refinement

Data Visualisation

Official Documentation

• PyPlot
• Jupyter-Notebooks
  • Introduction to Matplotlib and Line Plots
  • Area Plots Histograms and Bar Charts
  • Pie Charts Box Plots Scatter Plots and Bubble Plots
  • Waffle Charts Word Clouds and Regression Plots
  • Generating Maps in Python

Python Bootcamp

For beginners to start learning in python

• Python Objects and Data Structure Basics
• Python Comparison Operators
• Python Statements
• Methods and Functions
• Milestone Project - 1
• Object Oriented Programming
• Modules and Packages
• Errors and Exception Handling
• Milestone Project - 2
• Built-in Functions
• Python Decorators
• Python Generators
• Final Capstone Python Project
• Advanced Python Modules
• Advanced Python Objects and Data Structure
• Advanced OOP
• Bonus Material - Introduction to GUIs
• Parallel Processing
• Python Notebooks Guide

---

Contributors

Mohd Sufiyan Ansari
Anshuman Mishra