RStudio 课程
RStudio 课程可以帮助您学习数据可视化、统计分析和可重复研究实践。您可以掌握用 R 编程、用 dplyr 处理数据和用 R Markdown 创建交互式报告的技能。许多课程都会介绍用于数据 Visualization 的 ggplot2 和用于构建网络应用程序的 Shiny 等工具，展示这些技能如何提高您有效分析和展示数据的能力。
热门 RStudio 课程和认证
状态：免费试用University of Michigan
您将获得的技能: 数据可视化软件, 数据分析, 散点图, 公共行政, Ggplot2, 政策分析, 趋势分析, R（软件）, 绘图（图形）, R 语言程序设计（中文版）, 数据展示, 平面和视觉设计, 统计可视化, 探索性数据分析, 柱状图, Tidyverse（R 软件包）, 数据可视化
状态：免费您将获得的技能: 模型评估, 数据预处理, 数据操作, 随机森林算法, 逻辑回归, 预测建模, 预测分析, R 语言程序设计（中文版）, 应用机器学习, 功能工程, 性能调整, 临床数据管理, 数据管道, 机器学习, Tidyverse（R 软件包）, 数据可视化
状态：免费试用Duke University
您将获得的技能: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
您将获得的技能: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming
您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
状态：新状态：预览Microsoft
您将获得的技能: Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures
状态：免费您将获得的技能: 数据可视化软件, 交互式数据可视化, 仪表板, 数据操作, 数据导入/导出, 闪亮（R 套件）, Ggplot2, 数据整合, R 语言程序设计（中文版）, 数据整理, 用户界面 (UI) 设计, 数据可视化
状态：新状态：免费试用您将获得的技能: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
状态：免费试用Duke University
您将获得的技能: 统计方法, 概率与统计, 同行评审, 数据分析, 统计推理, 统计建模, 统计假设检验, 回归分析, R（软件）, 概率分布, 贝叶斯统计, 概率, 统计分析, 统计报告, R 语言程序设计（中文版）, 统计, 数据分析软件, 抽样（统计）, 探索性数据分析, 数据可视化
Coursera
您将获得的技能: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Data Analysis, Data Management, Pivot Tables And Charts
总之，以下是 10 最受欢迎的 rstudio 课程
- 利用 ggplot 对公共部门进行探索性数据分析: University of Michigan
- R 中的 Tidymodels：构建整洁的 Machine Learning 模型: Coursera
- Data Tidying and Importing with R: Duke University
- Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
- Data Visualization using Plotnine and ggplot: Coursera
- Data Analysis in R: Predictive Analysis with Regression: Coursera
- Data Visualization with Python & R for Engineers: Northeastern University
- Reshaping Data with tidyr: Microsoft
- 用 Shiny 开发 Dashboard：用于零售分析的 GenAI: Coursera
- Linear Regression with R: Build & Optimize: EDUCBA
