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