Python-for-Data-Analysis

Simple code guide to Numpy, Pandas, Matplotlib and Seaborn libraries

Topics covered

1. Numpy
   a) Numpy Arrays
   b) Numpy Arrays Indexing
   c) Numpy Arrays Operations
   
2. Pandas
   a) Pandas Series
   b) Pandas Dataframe
   c) How to deal with missing data in Dataframe
   d) Dataframe groupby methods
   c) Merging, Joining and Concatenation using pandas Dataframe
   d) Pandas Operations
   e) Data input and output
   
3. Matplotlib
   a) Matplotlib concepts
   b) Matplotlib Advanced concepts
   
4. Seaborn
   a) Distribution plots
   b) Categorical plots
   c) Matrix plots
   d) Grids
   e) Regression plots
   f) Styles and colors