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。

Packt
您将获得的技能: Model Evaluation, Classification Algorithms, R Programming, Apache Spark, Deep Learning, Applied Machine Learning, Data Wrangling, Keras (Neural Network Library), Unsupervised Learning, Model Training, Statistical Machine Learning, Data Manipulation, Machine Learning Methods, Machine Learning Algorithms, Data Science, Machine Learning, Tidyverse (R Package), Data Analysis, Bayesian Network, Logistic Regression
中级 · 课程 · 3-6 个月

Logical Operations
您将获得的技能: R Programming, R (Software), Plot (Graphics), Data Visualization, Statistical Visualization, Statistical Modeling, Data Analysis, Data Science, Statistical Analysis, Data Import/Export, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Regression Analysis, Data Structures, Computer Programming, Computer Programming Tools, Software Development
混合 · 课程 · 1-3 个月

您将获得的技能: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Data Presentation, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Analysis, R Programming, Python Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Data Visualization, Statistical Analysis, Predictive Modeling, Advanced Analytics, R (Software), R Programming, Statistical Methods, Data Manipulation, Business Analytics, Data Analysis, Predictive Analytics, Probability & Statistics, Analytics, Analytical Skills, Statistical Modeling, Regression Analysis, Statistical Programming, Time Series Analysis and Forecasting, Case Studies, Programming Principles
初级 · 课程 · 1-4 周

您将获得的技能: Fraud detection, Marketing Analytics, Data-Driven Marketing, Predictive Modeling, People Analytics, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Market Analysis, Loss Prevention, Predictive Analytics, Statistical Analysis, Analytics, R Programming, R (Software), Analytical Skills
初级 · 专项课程 · 1-3 个月

您将获得的技能: Rmarkdown, R (Software), Data Import/Export, R Programming, Ggplot2, Plot (Graphics), Data Manipulation, Plotly, Data Visualization, Web Scraping, Statistical Visualization, Interactive Data Visualization, Data Visualization Software, Data Wrangling, Tidyverse (R Package), Data Processing, Data Cleansing, Statistical Programming, Programming Principles, Data Structures
初级 · 课程 · 1-3 个月

您将获得的技能: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, R Programming, Financial Forecasting, Statistical Methods, Model Training, Data Validation, Verification And Validation, Plot (Graphics), Performance Metric
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据可视化软件, 散点图, 数据科学, 仪表板, 交互式数据可视化, 数据展示, 制图, 数据分析, 地理空间信息与技术, 箱形图, 统计可视化, 仪表板创建, 绘图(图形), 传单(软件), R(软件), 闪亮(R 套件), R 程序设计, Rmarkdown, Ggplot2, 数据可视化
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 网络抓取, 软件包和软件管理, 数据可视化软件, 可视化(计算机制图), 数据整理, 绘图(图形), 面向对象编程(OOP), 数据操作, 数据预处理, 开放源码技术, 传单(软件), 数据可视化, Tidyverse(R 软件包), 单元测试, R 程序设计, R(软件), 面向对象设计, 技术文档, 软件文档, Ggplot2
初级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning
初级 · 专项课程 · 1-3 个月

您将获得的技能: 数据可视化软件, 数据整理, 数据清理, 分析技能, 数据操作, 统计可视化, 关系数据库, Excel 公式, 数据展示, 交互式数据可视化, 数据故事, 数据收集, R(软件), 探索性数据分析, 统计分析, 数据可视化, Ggplot2, Microsoft Excel, 预测建模, 数据库设计
攻读学位
初级 · 专业证书 · 3-6 个月

您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Artificial Intelligence and Machine Learning (AI/ML), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Machine Learning Methods, Model Training, Ggplot2, Plot (Graphics), Data Manipulation, Convolutional Neural Networks, Machine Learning Algorithms
初级 · 专项课程 · 3-6 个月