A Master's Course in Python: with Certification - Paperback

by Humanity View (Author), Sandra B. Whittaker (Illustrator), Z. Bey (Author)

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.

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