使用 R 的统计学课程可以帮助您学习数据 Visualization、假设检验、回归分析和统计建模。您可以培养解读数据 Set、进行实验和做出数据驱动决策的技能。许多课程都会介绍 R 编程,它被广泛用于统计分析和数据处理,以及用于可视化的 ggplot2 和用于数据整理的 dplyr 等软件包。

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations
中级 · 课程 · 1-3 个月
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Data Manipulation
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization Software, Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Data Collection, Data Analysis, Data Manipulation, Data Import/Export, Regression Analysis, Data Preprocessing, Software Installation
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 数据清理, 数据分析, 数据导入/导出, 关系数据库, 数据结构, Ggplot2, R 语言程序设计(中文版), 编程原则, 数据操作, 数据转换, Tidyverse(R 软件包)
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 交互式数据可视化, 仪表板, 数据可视化软件, UI 组件, 数据共享, 应用程序开发, 应用程序部署, 闪亮(R 套件), Ggplot2, 数据展示
混合 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning, Machine Learning Algorithms, Data Manipulation, Data Mining, Exploratory Data Analysis, Data Integrity
混合 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
中级 · 课程 · 1-4 周

University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
中级 · 课程 · 1-4 周

Sungkyunkwan University
您将获得的技能: Regression Analysis, Predictive Analytics, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Logistic Regression, Financial Data, Algorithms
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: GitHub, 技术文档, 单元测试, 软件包和软件管理, R 语言程序设计(中文版), 持续集成, Rmarkdown, Open Source 技术, 版本控制, Knitr, 软件版本控制, 软件文档, 开发测试, 跨平台开发
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 交互式数据可视化, 空间数据分析, 数据可视化软件, Rmarkdown, R 语言程序设计(中文版), Ggplot2, 数据映射, 动画, 统计可视化, 数据操作, 地理空间信息与技术, 散点图, Plotly, Tidyverse(R 软件包)
混合 · 课程 · 1-4 周