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Diploma in Python with Data Science and Machine Learning (DPDSML)

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Diploma in python programming course leads the students from the basics of writing and running Python scripts to more advanced features such as file operations, regular expressions, working with binary data. The use of this programming language is to store different types of data into a variable format. Python is one of the absolute, flexible and powerful open source language which can be used in scientific computing, finance, oil and gas, physics and signal processing. This programming language has recently begun to gain an ever-increasing market share.

SW101 - IT Tools & MS Office

SW125 - Advance Excel

SW114 - SQL

SW105 - Python Core

Getting Started
Variables and Simple Data Types
Introducing Lists
Working with Lists
if Statements
Dictionaries
User Input and while Loops
Functions
Classes
Files and Exceptions
Testing Your Code

SW107 - Advance Python

Procedural Python Examples
Modeling Physical Objects with Object-Oriented Programming
Mental Models of Objects and the Meaning of self
Managing Multiple Objects
Graphical User interfaces with Pygame
Introduction to Pygame
Object-Oriented Pygame
Pygame GUI Widgets
Encapsulation, Polymorphism, and Inheritance
Encapsulation
Polymorphism
Inheritance
Managing Memory Used by Objects
Card Games
Timers
Animation
Scenes
Full Game: Dodger
Design Patterns and Wrap-Up

SW126 - Machine Learning