用于数据分析的 R 课程
数据分析 R 课程可以帮助您学习数据操作、统计分析建模、数据可视化和假设检验。您可以掌握清理数据集、执行 Regression 分析和创建信息图表的技能。许多课程都会介绍 RStudio 等工具以及 ggplot2 和 dplyr 等软件包，展示这些工具如何促进高效的数据分析并增强研究结果的展示效果。
热门数据分析 R 课程与认证
您将获得的技能: Pandas (Python Package), NumPy, Data Analysis, Data Science, Python Programming, Data Structures, Data Manipulation, Analysis
Coursera
您将获得的技能: Web Scraping, R (Software), Relational Databases, Statistical Software, Data Import/Export, R Programming, Databases, Microsoft Excel
Johns Hopkins University
您将获得的技能: 应用程序开发, 数据可视化软件, 交互式数据可视化, 数据共享, Ggplot2, 闪亮（R 套件）, 应用程序部署, 仪表板, 用户界面组件, 用户界面（UI）, 仪表板创建
Logical Operations
您将获得的技能: R (Software), Data Processing, R Programming, Data Manipulation, Data Structures, Statistical Programming, Data Analysis, Computational Logic, Data Analysis Software, Data Preprocessing, Software Installation, Data Science, Development Environment, Computer Programming, Program Development, Computer Programming Tools, Software Development
您将获得的技能: Plot (Graphics), Scatter Plots, Programming Principles, Numerical Analysis
University of Colorado Boulder
您将获得的技能: Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Data Mining, Predictive Modeling, Model Evaluation, Regression Analysis, Decision Tree Learning, Statistical Methods, Project Planning, Logistic Regression
您将获得的技能: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Histogram, R (Software), Statistical Methods, Statistical Programming, Probability & Statistics, Descriptive Analytics, Statistics, Statistical Software, Data Science
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, Data Integration, R (Software), R Programming, Exploratory Data Analysis, Statistical Programming
您将获得的技能: Descriptive Statistics, Statistical Programming, R Programming, R (Software), Statistical Reporting, Data Quality, Data Preprocessing, Data Cleansing, Statistics, Data Processing, Statistical Methods, Statistical Software, Data Analysis Software, Statistical Analysis, Data Import/Export
您将获得的技能: Ggplot2, Plot (Graphics), Tidyverse (R Package), Data Visualization, Statistical Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Wrangling, Data Manipulation, R (Software)
您将获得的技能: Data Analysis, Machine Learning Algorithms, Statistical Analysis, Probability & Statistics, Probability Distribution, R Programming, Machine Learning Methods, Statistical Methods, R (Software), Applied Machine Learning, Statistical Machine Learning, Statistics, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Statistical Programming, Correlation Analysis, Data Manipulation, Supervised Learning
您将获得的技能: Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R (Software), R Programming, Scatter Plots, Data Collection, Graphing, Data Analysis, Data Manipulation, Data Access, Data Import/Export, Regression Analysis, Data Structures, Development Environment, Software Installation
总之，以下是 10 最受欢迎的 r for data analysis 课程
- Python for Data Analysis: Pandas & NumPy: Coursera
- Importing Data into R: Coursera
- 用 Shiny 和 flexdashboard 在 R 中发布可视化内容: Johns Hopkins University
- R Programming: Setup and Data Processing: Logical Operations
- Python Course for Data Analysis - Become Data Analyst: Packt
- Data Analysis with Python Project : University of Colorado Boulder
- Calculating Descriptive Statistics in R: Coursera
- Data Tidying and Importing with R: Duke University
- Using Descriptive Statistics to Analyze Data in R: Coursera
- Data Visualization using dplyr and ggplot2 in R: Coursera
