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
University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
Johns Hopkins University
您将获得的技能: Data Management, 数据分析, 数据驱动决策, 软件工程, 数据科学, 数据扫盲, 机器学习, 数据管理, 统计推理, 数据战略, 项目设计, 性能指标
Microsoft
您将获得的技能: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Data Management, General Data Protection Regulation (GDPR), Star Schema, Personally Identifiable Information, Information Privacy, Data Synthesis, Data Visualization Software, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Quality, Extract, Transform, Load
您将获得的技能: Requirements Elicitation, Requirements Analysis, Stakeholder Engagement, Requirements Management, Business Analysis, Stakeholder Management, Performance Improvement, Business Requirements, Stakeholder Communications, Case Studies, Stakeholder Analysis, Project Performance, Governance, Business Process Modeling, Strategic Planning, Problem Solving
MathWorks
您将获得的技能: 数据可视化, 交互式数据可视化, 数据可视化软件, 统计分析, 数据科学, 技术交流, 数据分析, 数据扫盲, 统计可视化, 绘图（图形）, 数据导入/导出, 科学可视化, 数据整理, 数据展示, 数据清理, 统计方法, 数据处理, Matlab, 探索性数据分析, 统计报告
University of California San Diego
您将获得的技能: Java 编程, 生物信息学, 图论, Java, Javascript, 调试, 计算机编程, 计算思维, 编程原则, 开发测试, 算法, 传染病, Python 编程, 软件测试, 数据存储, 网络分析, Algorithm, 理论计算机科学, 数据结构, 拉斯特（编程语言）, C 和 C++
状态：畅销Microsoft
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard Creation, Dashboard, Data Visualization Software, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Business Intelligence, Interactive Data Visualization, Statistical Visualization, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing
DeepLearning.AI
您将获得的技能: 数据基础设施, 需求分析, 数据架构, 数据转换, 需求征询, 系统要求, 可扩展性, 云计算, 企业架构, 数据处理, Amazon Web Services, 性能调整, 数据管道
状态：顶级 AI 计划Imperial College London
您将获得的技能: 数据转换, 人工神经网络, 数据科学, 数据操作, 应用数学, 数学软件, 几何学, 无监督学习, 微积分, NumPy, Jupyter, 数值分析, 线性代数, 应用机器学习, 统计方法, 描述性统计, 统计资料, 降维, 回归分析, 模型优化
您将获得的技能: Data Cleansing, Data Wrangling, Surveys, Survey Creation, Data Transformation, Data Collection, Data Quality, Data Preprocessing, Data Integrity, ChatGPT, Cloud Technologies, Statistical Analysis, Real Time Data
您将获得的技能: Data Preprocessing, Correlation Analysis, Seaborn, Data Cleansing, Data Wrangling, Data Processing, Data Visualization, Plot (Graphics), Statistical Analysis, Data Manipulation, Data Analysis, Exploratory Data Analysis, Data Integration, Statistics, Infectious Diseases, Python Programming
您将获得的技能: Splunk, Performance Tuning, Scalability, Performance Testing, Dataflow, Data Pipelines, Real Time Data, Enterprise Application Management, System Monitoring, Debugging, Event Monitoring, Data Processing, Query Languages, System Configuration, Configuration Management, Data Storage
总之，以下是 10 最受欢迎的 r for data analysis 课程
- Statistics and Applied Data Analysis: University of Colorado Boulder
- 数据科学速成课: Johns Hopkins University
- Data Modeling and Architecture: Microsoft
- IIBA® Entry Certificate in Business Analysis™ (ECBA™) Exam Prep: Starweaver
- 用 MATLAB 进行探索性数据分析: MathWorks
- 数据结构和算法: University of California San Diego
- Microsoft Data Visualization: Microsoft
- 数据工程概论: DeepLearning.AI
- Mathematics for Machine Learning: Imperial College London
- The Complete Guide to Data Preparation for Analysis: Packt
