统计推理课程
统计 Inference 课程可以帮助您学习假设检验、置信区间、Regression 分析和数据分析。您可以掌握分析 Sampling 样本数据、进行 Prediction 预测以及对更大 Population 得出结论的技能。许多课程都会介绍 R 和 Python 等用于统计编程的工具，以及用于数据 Visualization 的软件，从而提高您有效应用统计方法的能力。
热门统计推理课程和认证
状态：免费试用Rice University
您将获得的技能: 统计分析, 微软Excel, 决策, 抽样（统计）, 概率与统计, 统计假设检验, Excel 公式, 统计方法, 数据分析, 样本量的确定, 估算, 统计推理, 统计
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, R Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Statistics, Applied Mathematics, Logistic Regression
状态：免费试用Macquarie University
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Inference, Spreadsheet Software, Data-Driven Decision-Making, Box Plots, Probability Distribution, Histogram, Data Visualization Software, Variance Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Statistical Modeling
状态：免费试用Stanford University
您将获得的技能: 图论, 贝叶斯网络, 概率与统计, 抽样（统计）, Machine Learning 方法, Algorithm, 概率分布, 统计方法, 机器学习算法, 计算思维, 应用机器学习, 马尔可夫模型, 统计推理
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University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
您将获得的技能: Statistical Inference, Probability Distribution, R Programming, Statistical Visualization, Statistics, Data Visualization, Statistical Analysis, Statistical Modeling, Statistical Hypothesis Testing, Data Analysis, Probability
状态：免费试用Illinois Tech
您将获得的技能: Statistical Analysis, Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Model Evaluation, Regression Analysis, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Feature Engineering, Logistic Regression, Decision Tree Learning, Classification Algorithms
状态：预览University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 概率分布, 抽样（统计）, 统计假设检验, 回归分析, 组合学, 统计推理, 概率, 统计
您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming
总之，以下是 10 最受欢迎的 statistical inference 课程
- 假设检验和置信区间估计的商业应用: Rice University
- Resampling, Selection and Splines: University of Colorado Boulder
- Statistics and Data Analysis with Excel: Essentials: Macquarie University
- Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
- 概率图形模型 2：推理: Stanford University
- Statistics For Data Science: Coursera
- Linear Regression Modeling for Health Data: University of Michigan
- Using probability distributions for real world problems in R: Coursera
- Statistical Learning: Illinois Tech
- Exploratory Data Analysis: University of Leeds
