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README.md

Python Programming BootCamp

This repository has learning material related to Python Programming.

Workshop Details

Schedule of Python programming workshop

  • Location: Eaton Campus

  • Dates: 4th Sept - 7 Sept 2023

  • Link: <meeting_link_here>

  • Mode: Hybrid

Pre-requisites

  • Python 3.x or Anaconda Distribution
  • IDE - PyCharm/Spyder/IntelliJ/VS Code
  • Jupyter Notebook

Day-01: Python Overview and Basic Programming constructs

  • Introduction to Python Programming
  • Python Variables
  • Python Data Types
  • Python Operators

Day-02: Control flow, Loops and Functions

  • Control Flow constructs in Python
  • Looping statements in Python
  • Python Functions

Day-03: Exception Handling, Modules and Libraries

  • Exception Handling in Python
  • Working with files in Python
  • Explore Python Package, Module and Library
  • pylint and unittest libraries overview and usage
  • Files operations (CRUD) using path, shutil, pathlib libraries

Day-04: Data Analysis with Python

  • Introduction to Data Analysis
  • Python libraries that can used for Data analysis
  • Exploring Matplotlib library
  • Exploring Pandas library

Day-05: Data Visualization and Machine Learning Primer

  • Introduction to Data visualization
  • Exploring Seaborn library
  • Exploring Ploty and Cufflinks library
  • Exploring Pandas built-in Visualization capabilities

References