Python Table of Content

Introduction

Understanding Jupyter IPython Notebook

Starting with python programming on Jupyter Notebook

Python Data Structure

Control statement and looping

Function

Data Science using python tools

1. NumPy

   • Introduction

   • NumPy arrays creation

   • Structure of array in NumPy

   • Slice, indexing etc in numPy Array

   • Multi-dimensional array

2. Different operation on NumPy

   • Basic operation

   • Linear Algebraic operation

3. Pandas

   • Using pandas of different operation

   • Indexing and selecting data in pandas

   • Merging and appending in dataframes

   • Grouping and summarizing in dataframes

   • Lambda function and Pivote Table

Data Visualization in Python

2. • Understanding the data and various chart

   • Data visualization toolkits in python

   • Plot and subplot

   • Plotting Distribution