The course is divided into two parts .

Kindly look at the topics we are going to cover

Part 1  :  Basic python programming

Python - Basic Syntax

Python - Variable Types

Python - Basic Operators

Python - Decision Making

Python - Loops

Python - Numbers

Python - Strings

Python - Lists

Python - Tuples

Python - Dictionary

Python - Date & Time

Python - Functions

Python - Modules

Python - Files I/O

Python - Exceptions

Part2 : Python for data sicence / data analysis / machine learning

Introduction to Data Structures

Python Pandas - Series

Python Pandas - DataFrame

Python Pandas - Panel

Python Pandas - Basic Functionality

Descriptive Statistics

Function Application

Python Pandas - Reindexing

Python Pandas - Iteration

Python Pandas - Sorting

Working with Text Data

Options & Customization

Indexing & Selecting Data

Statistical Functions

Python Pandas - Window Functions

Python Pandas - Aggregations

Python Pandas - Missing Data

Python Pandas - GroupBy

Python Pandas - Merging/Joining

Python Pandas - Concatenation

Python Pandas - Date Functionality

Python Pandas - Timedelta

Python Pandas - Categorical Data

Python Pandas - Visualization

Python Pandas - IO Tools

Python Pandas - Sparse Data

Python Pandas - Caveats & Gotchas

Comparison with SQL