Udemy – Python for Beginners: A Gateway to Machine Learning

File Name:	Udemy – Python for Beginners: A Gateway to Machine Learning
Content Source:	https://www.udemy.com/course/python-for-beginners-a-gateway-to-machine-learning/
Genre / Category:	Other Tutorials
File Size :	821 MB
Publisher:	udemy
Updated and Published:	December 10, 2024

This course is specially designed for students eager to learn the Python programming language and foundational concepts of machine learning . Whether you’re a complete beginner or looking to strengthen your programming skills, this course provides a comprehensive introduction to Python and essentials of machine learning , offering practical experience, hands-on coding exercises, and the opportunity to develop a strong foundational understanding of key concepts to advance your learning journey.

What You’ll Learn:

Python Programming Basics

• Overview of Python Programming Language
• Step-by-step Installation Guide for Beginners
• Variable Declaration and Type Casting
• Arithmetic Operations
  String Operations
• String Formation and Concatenation
• Paragraph and Substrings
• Case Conversion
• Escape Characters

Control Flow: Conditional Statements:

• • If condition ,Elif condition ,Else condition

Data Structures: Python’s Core Collection Objects:

• • Lists
  • Tuples
  • Sets
  • Dictionaries

Loops

• For Loop
• While Loops

Functions

• Functions and Arguments
• Advanced Functionality: Decorators

Object-Oriented Programming (OOP)

• Classes and Objects
• Inheritance and Multiple Inheritance

Modularity and Reusability

• Creating and Using Modules

Machine Learning Essentials

• Introduction to Machine Learning Concepts
• Overview of Essential ML Libraries
• Hands-on Coding Exercise with a Simple Dataset

This course provides a solid foundation in Python programming and a walkthrough of essential machine learning techniques and algorithms, empowering you to start building your own machine learning projects.

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