Introduction to Python Programming

1. History and Background
2. Comparison with other Programming Languages
3. 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

1. Displaying a Message
2. Datatypes and Variables
3. String Operations
   • Concatenation
   • Using title(), upper(), lower(), lstrip(), rstrip(), strip()
4. Arithmetic Operations
   • Add, Subtract, Multiply, Divide, Modulus
   • Using ** and //
   • Using Math Functions [import math] : sqrt(), factorial(), pow(), pi

5. Conditional Statements with Relational and Logical Operators

• If… Else
• If… Elif… Else
• Nested if… Else

6. Loops and Ranges

• While loop
• range() and for loop
• Creating Patterns
• Using break, continue and pass statements

7. Basic Data Structures
1. List using [ ]

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

2. Slicing a List using [_:_:_] notation
3. Tuples using ( )

4. Dictionary using { key : value }

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

5. 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 output
• String Slicing
• String Functions

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

Functions

• Definition and Types of Function
• Working with Global and Local Variables
• Anonymous Function

1. Lambda
2. 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

1. 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
• Using try with else 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