Course Description:

Core and Advanced Python is a high-level, interpreted, interactive and OOPS language. Python was designed to be highly readable, uses English keywords frequently whereas other languages use punctuation and it has fewer syntactical constructions than other languages. Course is being designed for software programmer with a need to understand Python programming and frameworks.

Introduction to Python Programming

History and Background Comparison with other Programming Languages Installation and Environment Setup

Working in IDLE and CMD

Working in VS-Code

Working in Jupyter Notebook (Anaconda)

Working in Google Colaboratory (with Google Drive)

Writing your First Python Program

Core Programming Fundamentals

Displaying a Message Datatypes and Variables String Operations

Concatenation

Using title(), upper(), lower(), lstrip(), rstrip(), strip()

Arithmetic Operations

Add, Subtract, Multiply, Divide, Modulus

Using ** and //

Using Math Functions [import math] : sqrt(), factorial(), pow(), pi

Conditional Statements with Relational and Logical Operators

If… Else

If… Elif… Else

Nested if… Else

Loops and Ranges

While loop

range() and for loop

Creating Patterns

Using break, continue and pass statements

Basic Data Structures List using [ ]

Using append(), extend(), insert(), remove(), pop(), clear(), index(), count(), sort(), reverse(), copy(), len(), max(), min(), range()

Slicing a List using [_:_:_] notation Tuples using ( ) Dictionary using { key : value }

Using clear(), copy(), fromkeys(), get(), items(), keys(), popitem(), setdefault(), pop(), len(), del

Set using { }

Using add(), remove(), discard(), union(), intersection(), isdisjoint(), difference()

Comprehension

List Comprehension

Dictionary Comprehension

Set Comprehension

Working with Strings

String representation and structure

String input and outputString Slicing

String Functions

Using len(), str(), upper(), lower(), format(), find(), replace() Using in and not in operators

Functions

Definition and Types of Function

Anonymous FunctionWorking with Global and Local Variables

Lambda Filter, map, reduce

Recursive Function

Using *args and **kwargs

Generators

Modules and Packages

Introduction to Modules

Importing a module

Working with math and os modules

Working with datetime module

Using now(), today()

Introduction to Packages

Working with packages

Exception Handling

Definition and Example of Exception

Using try and except block

Using raise keyword

Using finally block

File Handling

Definition

Opening and Closing a File

Writing and Reading a File

File Methods

Object Oriented Programming

Definition

Classes and Objects

Encapsulation

Inheritance

Polymorphism

Regular expressions

Introduction to CFG

Match Function

Search Function

Matching VS Searching

Patterns

Multithreading

Introduction

Life Cycle of a Thread

Working with threads and its methods

Thread Synchronization

Multithreaded Priority

Database Connectivity

Introduction & Connecting to MySQL Database

Working with Cursor

Performing SELECT and INSERT Operation

Performing DELETE and UPDATE Operation

Graphical User Interface (GUI)

Introduction to tkinter module

Creating forms and working with Widgets

Working with Command Buttons

CRUDS Application

Networking

Socket

Socket Module

Client and server

Internet Modules

Complete chat server

Working with numpy module

Introduction to Numpy Arrays

Using zeros(), ones(), reshape(), hstack(), vstack(), asarray(), arange(), linspace() and logspace()

Indexing and Slicing of Arrays

Matrix Operations

Working with pandas module

Introduction to Pandas Series and DataFrames

Read Dataset from CSV File

Selecting Rows and Columns

Indexing and Slicing

Using loc and iloc

Sorting, Grouping and Aggregation

Data Visualization using MatPlotLib

Introduction to Matplotlib and pyPlot API

Creating Line graph, Scatter Graph, Bar Chart, Pie Chart and Histogram

Parts of a Plot - Labels, Legends and Ticks

Web Development using Django

Understanding the Web Development Architecture

Architecture of Django

Getting started with a Django Project

Working on Admin Panel

Working with URLs and Patterns

Working on Templates and Static Files

Django Web Project