Python What and Why
Python - Domains and Platforms
Installation and setup
Hello World

What is Code and Data
Creating Data
Using Data with Code
Syntax and Naming Conventions

Data Types
Arithmetic Operators
Lists Basics
Important Functions and Features

Creating and Indexing
Negative Indexing, Slicing and Stepping
Immutability Concept
Important String Functions

Data Structures
Lists
List Functions Part 1
List Functions Part 2
Tuples

Conditional Statements
if elif else
other operators
While statement
for with sequences

User Defined Functions
Passing Parameters
Return Values

Introduction
Installing Modules
Fetching Modules
Important Modules and Packages

Module 9 - Files
What are Files
Opening and Reading Text Files
Different Modes of Opening Files
Reading & Writing into Text Files

Module 10 - numpy
What is NumPy?
Creating & using NumPy Arrays
NumPy Array Attributes
Array Indexing and Slicing
Array Operations - Part 1
Array Operations - Part 2
Different Ways of Creating Arrays
Random Number Generation

Module 11 - pandas Introduction to Pandas
Reading various file formats
Creating Pandas Series and DataFrames
Series Operations
DataFrame Operations part 1
DataFrame Operations part 2

Module 12 - Regular Expression
Introduction to RegEx
Meta characters (part 1)
Meta characters (part 2)
Special sequences (part 1)
Special sequences (part 2)

Module 13 - Visualization
Introduction to Visualization
Basic plots
Sub plots
Bar, Pie, Histogram and Scatter
Plots using Pandas

Module 14 - Object-Oriented Programming
The concept of class and an object
Python class, methods, members, objects
Concept of __init__
Updating values using methods
Encapsulation
Inheritance

Module 15 - Other File Formats
Various types of files
Recap of CSV files with pandas
SAS Files
STATA Files
HDF5 Files
JSON Files
YAML Files

Module 16 - Database Integration
Various databases
Connection and Cursor Objects
Reading Data
Creating Databases and Tables
Insert Data
Update & Delete Data
Other Databases