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。

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
混合 · 课程 · 1-4 周

Microsoft
您将获得的技能: Microsoft Copilot, Version Control, Collaborative Software, GitHub, Microsoft Visual Studio, Software Documentation, AI Workflows, R Programming, Git (Version Control System), Computer Programming Tools, Debugging
初级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Programming, Sampling (Statistics), R Programming, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

University of California, Santa Cruz
您将获得的技能: 统计建模, 统计方法, 概率与统计, R 语言程序设计(中文版), 贝叶斯统计, 概率分布, 马尔可夫模型, 数学建模, 分类算法, Machine Learning 方法, 无监督学习, 统计软件
中级 · 课程 · 1-3 个月

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
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 数据可视化软件, 统计方法, 统计分析, 政治科学, 绘图(图形), 案例研究, 数据分析, R 语言程序设计(中文版), 计划评估, R(软件), Ggplot2, 探索性数据分析, 数据伦理, 政策分析, 统计可视化, 数据可视化, 数据展示, 调查, 统计假设检验, Tidyverse(R 软件包)
中级 · 专项课程 · 3-6 个月

您将获得的技能: R Programming, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
初级 · 指导项目 · 不超过 2 小时

University of London
您将获得的技能: 描述性统计, 估算, 概率与统计, 数据分析, 统计推理, 概率分布, 抽样(统计), 数据可视化, 制图, 数据展示, 统计假设检验, 统计, 柱状图, 概率, 数据驱动的决策制定
混合 · 课程 · 1-4 周