Learn Python Programming - Basic to Advanced Level For College Students

1. Introduction to computer application and python

* What is a computer application

* History of Python, PyPI and Python Community

* How python differs from Java and other high level programming languages

* What is Python Interpretor

2. Environment setup on personal machine

3. What is functional Programming

* Function Definitions

* Function Calls

* Inbuilt Functions

4. Basics of Python

* Variables

* Data types

* Input operations

* Operators and expressions

* Collection data types - list, map dictionary , tuple, array, set

* Insertion and deletion of elements from collection

* Indexing

* Operations on collections

* Conditional Statements

* Looping

5. Object Oriented Programming

* Classes, Objects, Method, Passing parameters, passing multiple parameters

* Inheritance

* Polymorphism

* Data abstraction and encapsulation

6. Exception handling in python

7. Logging in python programs

8. Advanced concepts

* Callables

* Iterables

* Decorator function and Decorator classes

* Generator

* File input output

* Lambda Implementation

* Multithreading in Python

* Packaging of python application

* Advance python libraries - SciPy, PAndas, Introducing Pyspark programming and dataframes

9. Data load, cleaning, typecasting, analytics using python

10. Introduction of unit testing - pytest framework

11. Introduction of Django framework