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
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 定量研究, 描述性统计, 分析, 数据扫盲, 统计方法, 研究设计, 统计, 数据可视化, 数据分析
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率与统计, 定量研究, 统计假设检验, 统计方法, 统计推理, 抽样（统计）, 样本量的确定, 数据伦理, 统计, 统计分析
状态：免费试用Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
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
状态：免费试用Rice University
您将获得的技能: 概率与统计, 概率分布, 相关性分析, 商业分析, 描述性统计, 箱形图, 微软Excel, 统计分析, 抽样（统计）, 统计, 数据分析
状态：免费试用University of Washington
您将获得的技能: 概率与统计, R 语言程序设计（中文版）, 图论, 分类算法, 机器学习, 统计机器学习, 监督学习, 统计方法, 高级分析, 大数据, 统计推理, 预测分析, 无监督学习, 机器学习算法, 统计分析, 数据分析
状态：免费试用University of California, Santa Cruz
您将获得的技能: 概率与统计, 统计建模, 概率分布, R 语言程序设计（中文版）, 贝叶斯统计, 分类算法, Machine Learning 方法, 马尔可夫模型, 统计方法, 数学建模, 统计软件, 无监督学习
状态：新状态：预览Northeastern University
您将获得的技能: Probability & Statistics, Probability Distribution, Probability, Statistical Modeling, Exploratory Data Analysis, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Statistical Visualization, Correlation Analysis, Reliability
状态：免费试用University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
状态：新状态：免费试用您将获得的技能: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Data Visualization, Statistical Analysis, Statistical Methods, Data Science, Data Analysis, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Probability, Model Evaluation, Correlation Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: 概率与统计, 公共卫生, 概率分布, 定量研究, 统计可视化, 描述性统计, 统计方法, 样本量的确定, 统计, 生物统计学, 流行病学
状态：免费试用University of Michigan
您将获得的技能: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis
总之，以下是 10 最受欢迎的 inferential statistics 课程
- 数据--它是什么，我们能用它做什么: Johns Hopkins University
- 数据科学应用中的统计推断和假设检验: University of Colorado Boulder
- Statistical Methods for Computer Science: Johns Hopkins University
- Statistics For Data Science: Coursera
- 基本数据描述符、统计分布及商业决策应用: Rice University
- 实用预测分析：模型与方法: University of Washington
- 贝叶斯统计：混合模型: University of California, Santa Cruz
- Engineering Probability and Statistics Part 1: Northeastern University
- How Science Turns Data Into Knowledge: University of Michigan
- Statistics for Data Science with Python: EDUCBA
