/python_training

This repository contains the python training material

Primary LanguageJupyter Notebook

Data Analysis using Python

Day - 1

  • Installation, Python and Ipython shell
  • Why Python ?
  • Introduction to Jupyter notebooks
  • Variables and Types
  • Basic Operators
  • List, Dictionary, Tuple, Set Types
  • List Comprehensions
  • Conditions
  • Loops
  • Functions
  • File Handling
  • Classes
  • Modules
  • Exception Handling

Day - 2

  • numpy overview
  • pandas overview
  • Plotting graphs with matplotlib

Day - 3

  • Acquiring data from various sources
  • Dealing with NaN
  • Dealing with missing values
  • Analyzing few data sets