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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-rstudio-beginner-to-advanced/
课程评论：没有评论
Coursera课程“掌握RStudio：从入门到精通”是一个为期五周的初学者友好型课程，旨在教授学员如何从零开始使用RStudio进行数据分析。 **课程亮点：** * **零基础入门：** 即使没有编程经验，本课程也能帮助您快速上手。 * **实践导向：** 通过处理真实数据集，学习编写R脚本、清洗数据和创建可视化图表。 * **循序渐进：** 每个章节都建立在先前知识的基础上，逐步提升您的技能。 * **应用广泛：** 无论您是学生、专业人士还是未来的数据科学家，都能从中获益。 **课程内容概览：** * **第一章：RStudio入门** - 了解RStudio的功能及其在数据项目中的应用。 * **第二章：基础功能** - 学习运行脚本、安装包、创建变量以及在RStudio环境中导航。 * **第三章：变量、向量和数据** - 深入学习变量、向量，掌握数据操作和数据的查看。 * **第四章：函数和数据框** - 学习使用函数、处理数据框，并使用ggplot2创建基本可视化。 * **第五章：处理数据表** - 学习导入、清洗、总结和可视化Excel及CSV文件中的真实数据。 * **第六章：高级数据处理与可视化** - 掌握数据过滤、合并数据集、数据透视以及创建分面图。 **课程目标：** 完成课程后，学员将能够自信地使用RStudio进行数据分析、创建可视化报告并展示分析结果。 **先修要求：** * 无需R或编程经验。 * 一台可连接互联网的电脑，用于安装R和RStudio（免费软件）。 * 乐于通过实践学习的态度。 本课程提供清晰易懂的讲解、真实的案例分析以及逐步的屏幕演示，让您能够立即将所学技能应用于学业、工作或个人项目。
Are you ready to start your journey into data analysis?This beginner-friendly course will teach you how to use RStudio from scratch, even if you have never coded before. This course will help you whether you're a student, a professional, or a future data scientist, you'll get hands-on practice working with real datasets, writing R scripts, cleaning messy data, and creating powerful visualizations.Each section builds your skills step-by-step:Section 1: Gives an introduction to RStudio and what you can achieve with it.Section 2: Focuses on learning the basics: how to run scripts, install packages, create variables, and navigate RStudio's environment.Section 3: Dives into functions, working with data frames, and creating your first plots and R Markdown reports.Section 4: Brings your skills together by learning how to import, clean, summarize, and visualize real-world data.Section 5: You'll advance your toolkit with filtering, combining datasets, pivoting data, and making polished summaries and visualizations.By the end of this course, you'll have the confidence to analyze data, create visual reports, and present your results using RStudio!Who this course is forAbsolute beginners who want to learn R and RStudioStudents and researchers needing basic data analysis skillsProfessionals working with data who want to add RStudio to their skill setAnyone interested in data science, data visualization, or reportingRequirementsNo prior R or programming experience required!A computer with internet access to install R and RStudio (free software)A willingness to learn by doing - we'll walk through everything together!Course Sections OverviewSection 1: IntroductionGet an overview of the course and how RStudio can supercharge your data projects.Section 2: Basic FunctionsExplore RStudio, run your first scripts, and master variables, vectors, and environments.Section 3: Manipulate Variables, Vectors and DataDive into variables, vectors and data manipulation and working with and viewing data.Section 4: Functions and Data FramesLearn to use functions, work with data frames, and build basic visualizations with ggplot2.Section 5: Working with DatasheetsImport, clean, summarize, and visualize real datasets from Excel and CSV files.Section 6: Advanced Data Wrangling and VisualizationTake your skills further with data filtering, combining datasets, pivoting tables, and creating faceted plots.Why Take This Course?Clear, beginner-friendly explanationsHands-on practice with real-world dataStep-by-step screen demonstrationsPractical examples and guided exercisesSkills you can immediately apply in school, work, or projectsYou can Enroll today and start mastering RStudio with confidence!
