Python新手入门：用SK-Learn开启机器学习之旅

本课程专为初学者设计，从零开始学习Python编程，涵盖变量、循环、函数等核心知识。通过28节视频课程（2.5小时），你将掌握SK-Learn库的基础应用，并完成简单的机器学习实战练习，无需任何编程经验。

原始标题：Python for Beginners: A Gateway to Machine Learning

Published 12/2024
Created by Yasir Mehmood
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 28 Lectures ( 2h 27m ) | Size: 985 MB

Unlock the Power of Python to Explore Machine Learning Concepts by using SK-Learn library

What you’ll learn
Overview of Python Programming Language
Step-by-step Installation Guide for Beginners
Variable Declaration and Type Casting
Arithmetic Operations
String Formation and Concatenation
Paragraph and Substrings
Case Conversion
Escape Characters
If condition ,Elif condition ,Else condition
Lists
Tuples
Sets
Dictionaries
For Loop
While Loops
Functions and Arguments
Advanced Functionality: Decorators
Classes and Objects
Inheritance and Multiple Inheritance
Creating and Using Modules
Introduction to Machine Learning Concepts
Overview of Essential ML Libraries
Hands-on Coding Exercise with a Simple Dataset

Requirements
No prior experience required , however students that are familiar with basics of computer programming can easily understand the concepts

Description
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 BasicsOverview of Python Programming LanguageStep-by-step Installation Guide for BeginnersVariable Declaration and Type CastingArithmetic OperationsString OperationsString Formation and ConcatenationParagraph and SubstringsCase ConversionEscape CharactersControl Flow: Conditional Statements: If condition ,Elif condition ,Else conditionData Structures: Python’s Core Collection Objects:ListsTuplesSetsDictionariesLoopsFor LoopWhile Loops FunctionsFunctions and ArgumentsAdvanced Functionality: DecoratorsObject-Oriented Programming (OOP)Classes and ObjectsInheritance and Multiple InheritanceModularity and ReusabilityCreating and Using ModulesMachine Learning EssentialsIntroduction to Machine Learning ConceptsOverview of Essential ML LibrariesHands-on Coding Exercise with a Simple DatasetThis 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.