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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-for-beginners-a-gateway-to-machine-learning/
课程评论：没有评论
**课程名称：** Python for Beginners: A Gateway to Machine Learning（Python入门：机器学习的门户） **课程概述：** 本课程专为有志于学习Python编程语言和机器学习基础概念的学生设计。无论您是完全的初学者，还是希望巩固编程技能，本课程都将为您提供Python的全面介绍和机器学习的必备知识。课程提供实践经验、动手编程练习，并帮助您建立对关键概念的牢固基础，以促进您的学习之旅。 **您将学到：** * **Python编程基础：** * Python编程语言概述 * 初学者分步安装指南 * 变量声明与类型转换 * 算术运算 * 字符串操作、格式化与拼接 * 段落与子字符串 * 大小写转换 * 转义字符 * **控制流：** * 条件语句：if, elif, else * **数据结构：** Python的核心集合对象： * 列表 (Lists) * 元组 (Tuples) * 集合 (Sets) * 字典 (Dictionaries) * **循环：** * For 循环 * While 循环 * **函数：** * 函数与参数 * 高级功能：装饰器 (Decorators) * **面向对象编程 (OOP)：** * 类与对象 * 继承与多重继承 * **模块化与可重用性：** * 创建和使用模块 * **机器学习入门：** * 机器学习概念概述 * 必备ML库介绍 * 使用简单数据集进行动手编码练习 本课程为您提供了坚实的Python编程基础，并导引了必备的机器学习技术和算法，使您能够开始构建自己的机器学习项目！
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!
