Core and Advanced PYTHON

Introduction to Python

• What is Python?
• Why to learn Python?
• Application of Python
• Python Environment
• Basic Syntax
• Variable and Data Type

Operators & Data Types

• Arithmetic
• Conditional/Rational
• Logical

Selection Statement

• Conditional Statement
• if-else
• elif
• Iterative
• For Loop
• While Loop

Control Statement

• Break
• Continue
• Pass

String Manipulation

• Creating
• Slicing
• String Functions

Data Collection Variables

• List
• Tupple
• SET
• Dict

Functions

• Defining Function
• Calling a function
• Lambda and Map Function
• Generator Function

Modules

• Built in Modules
• External Modules
• User defined Modules
• Project: Create a Rock, Paper and Scissor game

Classes and objects (OOPs)

• Constructor
• Inheritance
• Polymorphism
• Encapsulation

Exception Handling and File Handling

• Use of Try and Catch
• Read, Write and Append operations in a file
• Create a Login and Registration page using the concepts of File handling

Advanced Modules: Working with Numpy and Pandas

• Working with Array
• Numpy Functions
• Data Engineering with Pandas
• Data Analysis considering IPL dataset

Data Visualization: Matplotlib and Seaborn

• Continuous and Discrete graph using Plot function
• Bar Diagram
• Histogram and Scatter Plot
• Pie Diagram
• Heatmap and Boxplot

Database: MySQL

• Working with MySQL
• Integration with Python
• Create Database and Tables
• Insert, Update, Delete and Select Data
• Primary key and Foreign key

GUI: Tkinter Module

• Create your first GUI
• Create a login and registration page
• Connect with MySQL

Project