推断统计课程
推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具，以及 SPSS 和 Excel 等软件，支持将这些统计技术应用到真实世界的数据 Set 中。
热门推断统计课程和证书
您将获得的技能: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Preprocessing, Statistics, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
Johns Hopkins University
您将获得的技能: Epidemiology, Public Health, Social Determinants Of Health, Public Health and Disease Prevention, Health Disparities, Biostatistics, Health Equity, Medical Records, Demography, Vital Signs, Health Policy, Diversity Awareness, Medical Coding, Record Keeping, Data Quality, Health Information Management, Data Collection
状态：实践项目University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Statistical Machine Learning, Classification And Regression Tree (CART), Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Statistical Methods, Statistical Visualization, Supervised Learning, Data Visualization, Box Plots, Statistical Inference, Web Scraping, Statistical Modeling, Python Programming, Data Preprocessing
您将获得的技能: Data Cleansing, R Programming, Data Preprocessing, Statistical Analysis, R (Software), Model Evaluation, Classification And Regression Tree (CART), Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Predictive Modeling, Exploratory Data Analysis, Feature Engineering, Machine Learning, Dimensionality Reduction
University of Amsterdam
您将获得的技能: 数据分析, 数据收集, 研究方法, 研究, 实验, 定性研究, 描述性统计, 创建调查, 统计分析, 研究设计, 研究报告, 调查
Duke University
您将获得的技能: 数据分析, 统计推理, 同行评审, 抽样（统计）, 统计假设检验, R 程序设计, 回归分析, 贝叶斯统计, 概率与统计, 统计资料, 探索性数据分析, 统计分析, 统计建模, 概率分布, R（软件）, 统计报告, 数据可视化, 数据分析软件, 统计方法, 概率
Johns Hopkins University
您将获得的技能: 逻辑回归, 统计推理, 高级分析, 公共卫生, 抽样（统计）, 统计假设检验, 统计资料, 统计可视化, 预测建模, 统计方法, 统计分析, 统计建模, 回归分析, 概率与统计, 描述性统计, 科学方法, 生物统计学, 概率分布, 流行病学, 定量研究
您将获得的技能: iOS Development, Swift Programming, Apple iOS, Mobile Development, User Interface (UI), Apple Xcode, Restful API, User Interface and User Experience (UI/UX) Design, Application Development, Development Environment, Application Programming Interface (API), UI Components, Real Time Data, JSON
Johns Hopkins University
您将获得的技能: 数据分析, R 程序设计, 计算机编程工具, 数据操作, 调试, 统计分析, 性能调整, 数据导入/导出, 模拟, 编程原则, 数据结构, 统计编程
状态：AI 技能Google
您将获得的技能: Data Storytelling, Rmarkdown, Data Literacy, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, R (Software), Tableau Software, Sampling (Statistics), Presentations, Spreadsheet Software, Data Analysis, LinkedIn, Object Oriented Programming (OOP), Data Structures, Interviewing Skills, Applicant Tracking Systems
状态：畅销您将获得的技能: 查询语言, 数据分析, 数据科学, R 程序设计, 统计假设检验, 统计资料, 统计分析, 存储过程, 描述性统计, Python 编程, 仪表板, Jupyter, 数据分析软件, 数据可视化, 数据导入/导出, 关系数据库, 编程原则, 概率分布, 统计编程, 网络抓取
状态：畅销您将获得的技能: Dashboard, Web Scraping, Pseudocode, Jupyter, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, R Programming, Data Import/Export, Programming Principles, Predictive Modeling, Data Science, Unsupervised Learning, Machine Learning, Project Management
总之，以下是 10 最受欢迎的 inferential statistics 课程
- Using Descriptive Statistics to Analyze Data in R: Coursera
- Civil Registration & Vital Statistics in Population Health: Johns Hopkins University
- Master of Science in Data Science (Statistics): University of Leeds
- Regression Analysis for Statistics & Machine Learning in R: Packt
- 社会科学方法与统计 - 最终研究项目: University of Amsterdam
- 使用 R 进行数据分析: Duke University
- 公共卫生生物统计学: Johns Hopkins University
- SwiftUI Covid19 Statistics Tracker with REST API & Swift 5: Packt
- R 程序设计: Johns Hopkins University
- Google Data Analytics: Google
