Srikanth Technologies

Python Programming

This course gets you started with programming using Python language and covers all programming concepts and important libraries of Python Language to prepare you either for Data Science (Machine Learning) or Web Application development.

Course Structure

Prerequisite	Computer Fundamentals
Course Fee	Rs. 6000/- (Includes digital course material)
Source code of examples	All examples demonstrated in the classroom are made available through github repository
Digital or Physical Certificate Fee	Rs. 300/-
Software Required	Python 3 from python.org/downloads PyCharm Community Edition from https://www.jetbrains.com/pycharm/download

Detailed Syllabus

Introduction to Programming and Python

What is programming
Different types of programming languages
What is Python
How to download and install Python
How to use REPL of Python
How to install and use PyCharm
Variables and constants
Data types in Python
Operators - arithmetic, relational, logical
Built-in functions like print(), input() etc.
If statement and conditional expression
Looping structures - while and for
Using range()

Data Structures

Strings
Indexing and Slicing
List and List Comprehension
Set and Set Comprehension
Tuple
Comparison between List, Set, and Tuple
Nesting data structures
Dictionary and Dictionary Comprehension
Built-in functions enumerate and zip

User-defined functions

Creating and calling functions
Positional and keyword arguments
Default values to arguments
Variable arguments using *args
Keyword-only arguments
Position-only arguments
Passing arbitrary arguments using **args
How parameters are passed in Python - Pass by value vs. Pass by Reference
Functions as objects
Lambda Expressions
Using map(), sorted() and filter()
Local functions
Scope of variables

Modules and Packages

Working with Modules
Importing and using modules from other modules
Running module as script
Module search path
Creating and using packages
Using PIP to install libraries

OOP With Python

Creating classes and objects
Constructors
Special methods and operator overloading
Static methods and Class Methods
Inheritance
Overriding
Multiple Inheritance and MRO
Working with Iterators
Creating iterator and iterable
Creating and using Generators
Exception Handling - try, except, else and finally
Creating user-defined exceptions and raising them using raise statement

Using Python Library

Files - reading and writing
Pickle for Serialization and deserialization
Working with JSON library to encode and decode JSON
Modules os and sys
Using Regular Expressions
Module datetime
Using requests library to make Http requests
Using BeautifulSoup to parse HTML and XML documents - Web Scraping
Creating multiple threads - threading module

Database Programming

Introduction to Database Systems
How to use SQLite Database - create database and table
Basic SQL commands - SELECT, INSERT, UPDATE, DELETE
Introduction to DB-API
Understanding connection and cursor objects
Performing database operations using DB-API