The course includes Certificate of Certification if the students submit the Final Exam with the project that accompanies this book. A Master's Course in Python course is designed to provide students with a solid foundation in Python programming, as well as an introduction to web development, data science, and machine learning. The course covers the fundamental concepts of Python, including data types, variables, control structures, functions, and modules. It also covers advanced essential concepts and best practices of Python. It includes real world case studies, a wealth of Research reports on Python programming concepts, Reference for additional books, website, and other study material as well as a Glossary of Terms. It provides hands-on experience with real-world projects, and prepares students for future opportunities in the field of software development. By the end of the course, students will be able to have a University level of Python programming.
Table of Contents: Module 1
Introduction to Python
Definitions for this week
What is Python?
Why do we need to use Python?
Careers in Python
Software for Learning Python
Setting up the Development Environment in Python
Best Approach
Case Studies
Syntax and Structure
Data Types
Sets and Bytes
Declaring Variables
Naming Conventions
Basic operations with Variables
Control Structures
Loops
Dictionaries
Functions and Modules
Resources
References
Quiz 1
Functions Continued
Parameters
Return Values
Recursions
Traversing
Generating Permutations
Combinations
Import Statement
Case Studies
Resources
Websites:
Quiz 2
Module 3
Aspects of Good Software Development
Classes and Objects
Inheritance and Polymorphism
Reusable code
Maintainable code
Error Handling
File Input/Output (I/O)
Regular Expressions (regex)
SQLite, MySQL, and PostgreSQL
Lists and Tuples
Slicing and Indexing
Encapsulations and Abstraction
Decorators and Generators
Review Case Studies
Resources
Websites:
Books:
Quiz 3
Module 4
CSV and JSON
API and XML
SOAP
REST
GET, POST, PUT, and DELETE
Lambda Functions
Flask and Django Framework
ORM
Web Development
HTML, CSS and JavaScript
Building Web Applications
Database Management
Final Exam
Project: Building a To-Do List Application
Resources
Books
References
Research Studies
Glossary of Terms
