Introduction to Modules

0m 51s

Delegate Pack

Pre course Reading

SANDBOX - Python

What is Python?

1m 4s

Module Assessment 1

Case Study - Machine Learning Model Development Using Scikit-learn

Variables: Basics, declaration, types

4m 0s

Module Assessment 2

Hand-on Practice - Variables

0m 0s

Data Types: Numeric & Boolean

4m 51s

Data Types: Strings

5m 52s

Data Types: Sequence (Part 1)

4m 58s

Data Types: Sequence (Part 2)

3m 9s

Data Types: Dictionary & Set

4m 16s

Module Assessment 3

Case Study - Utilising Python Data Types in a Contact Book Application

Operators: Arithmetic Operators

4m 48s

Operators: Assignment Operators

3m 51s

Operators: Relational Operators

3m 41s

Operators: Logical Operators

2m 51s

Module Assessment 4

Conditional Statement: If, If-else

6m 40s

Conditional Statements: Nested If Statement, If-Elif Statement

4m 31s

Module Assessment 5

Case Study - Implementing Conditional Statements in a Quiz App

Looping Statement: For, while loops

6m 27s

Module Assessment 6

Case Study - Using Loops in Automation Scripts for Data Processing and Web Scraping

Functions: User-defined, In-built Functions

8m 17s

Functions: Lambda

2m 49s

Module Assessment 7

Case Study - Implementing User-Defined Functions in Data Analysis

Python OOPS: Object-oriented programming, Classes, Objects

2m 49s

Module Assessment 8

Case Study - Application of Object-Oriented Programming in Banking System Design

Global and Local Variables: Scope, usage

6m 46s

Module Assessment 9

Case Study - Implementing Local and Global Variables in an Inventory Management System

Constructors: Types, usage

6m 30s

Module Assessment 10

Case Study - Role of Constructors in Object Initialisation for a Shopping Cart System

Inheritance: Single, multiple, multi-level, hierarchical, hybrid

0m 0s

Module Assessment 11

Case Study - Implementation of Inheritance in UI Framework Design

Polymorphism: Method overloading, overriding

0m 0s

Module Assessment 12

Case Study - Implementing Polymorphism in API Development for Cloud Storage Service

File Handling: Operations, open, write, append

0m 0s

Module Assessment 13

Case Study - Implementing File Handling in a Log Management System

Exception Handling: Try, except, else, finally, raise

0m 0s

Module Assessment 14

Case Study - Exception Handling in Transaction Processing for a Financial Application

Modules: Creation, import

7m 44s

Module Assessment 15

Case Study - Module and Package Management in an eCommerce Platform Backend

Packages: Creation, importing modules

0m 0s

Module Assessment 16

Web Scraping: Requests module, BeautifulSoup library

0m 0s

Module Assessment 17

Case Study - Building a Dynamic Blog Using Flask

NumPy: Installation, operations

1h 9m 45s

Module Assessment 18

Case Study - Web Scraping for Market Research Using BeautifulSoup and Requests

Case Study - Leveraging Pandas for Data Manipulation and Analysis

Case Study - Data Visualisation with Matplotlib for Sales Trends Analysis

Python with MySQL: Database connection, operations

22m 32s

Module Assessment 19

Python GUI Tkinter: GUI application, widgets, user input

0m 0s

Module Assessment 20

Case Study - Development of a Bookstore Management System Using Tkinter

Module Assessment 21

Post Course Quiz 1

Post Course Quiz 2

Let's prepare for the Interview

Mock Exam 1

Mock Exam 2

Mock Exam 3