• What is Python?
• Comparison of Python with other languages like C/C++, Java etc
• Execution model of Python
• Salient features of Python
• How Python runs Programs?
• Areas where Python is in use
• Industries that are using Python

Introduction

• Installing Python in Windows/Linux/Mac OS
• Using Python interpreter
• Execute a Script
• Structuring with Indentation
• Editors

Datatype and Variables

• Variables
• Variables v/s identifiers
• Naming convention of variables
• Keywords

String

• Single-quote, double quote and multi-line strings
• String Operations (Concatenation,  Repetition, Indexing, Slicing, Splitting and joining)

Control Flow

• If/Else Statements
• For/while Statements
• Range() function
• Break and continue statements
• Else clauses on Loops
• Pass statements

Functions

• Defining Function
• Default Argument
• Keyword Argument
• Arbitrary Arguments List
• Unpacking Argument List
• Documentation Strings

List Data Structure

• Indexing
• Slicing
• Sorting
• List Comprehensions
• Appending to the list
• Extending the list
• Repetitions

Tuples

• Immutable objects
• Indexing
• Slicing
• Sorting
• Tuple Comprehensions

Sets

• Immutable objects
• Add, Clear, Copy Sets
• Difference
• Intersection

Dictionaries

• Iterating over dictionaries
• Accessing non existing keys
• Copy dictionaries
• Lists from dictionaries

Input and Output

• Input function
• Input with raw_input()
• Output with old string format
• Python format function

File Handling

• Reading from the file
• Writing to the file
• Methods of file objects

Error and Exceptions

• Syntax Errors
• Exceptions
• Handling Exceptions (try, except)
• Raising Exceptions (raise)
• Clean-up Actions (try… finally)
• Else Clause
• Assert statements

Class Concept

• Class Syntax
• Class Objects
• Instance Objects
• Method Objects
• Class and Instance Variables

Inheritance

• Multiple Inheritance

Data Encapsulation

• Public
• Private
• Protected

Module

• Creating Modules
• Import a module
• Import the names
• Executing modules as scripts

Standard Modules

• sys module – access to exit(), stdout, sdin, argv…
• Re module for regular expressions
• sys – file system, operating system interface.
• math – math functions
• datetime – date and time libraries
• dir() function

Packages

• Importing * from a Package
• Intra Package Reference

• Data Science Libraries
• NumPy – Arrays, Functions etc.
• Pandas – Working with Different Datasources / Datasets
• Matplotlib – Data Visualization using Different Types of Charts on Multiple Datasets
• Beautiful SOAP
• Web Scrapper etc

• Matplotlib: Data Visualization
• Python for Data Visualization
• Welcome to the Data Visualization Section
• Introduction to Matplotlib

Graphical User Interface

• GUI in Python
• Button Widget
• Label Widget
• Text Widget
• Mini Project – Working with Different Datasets to use above Libraries in Python