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Johns Hopkins University
您将获得的技能: 描述性统计, 概率与统计, 统计, 概率分布, 公共卫生, 流行病学, 统计方法, 样本量的确定, 定量研究, 生物统计学, 统计可视化
状态：免费试用Duke University
您将获得的技能: 描述性统计, 统计推理, 统计分析, 统计, 数据分析, 概率分布, 概率, 抽样（统计）, 贝叶斯统计, R 语言程序设计（中文版）, 探索性数据分析, R（软件）
状态：免费试用University of Michigan
您将获得的技能: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
状态：免费试用DeepLearning.AI
您将获得的技能: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), Large Language Modeling, Spreadsheet Software
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 Minnesota
您将获得的技能: Experimentation, Research Design, A/B Testing, Business Analysis, Analytical Skills, Process Mapping, Statistical Methods, Research Methodologies, Business Research, Complex Problem Solving, Project Design, Statistical Inference, Data Ethics, Prioritization, Project Planning
状态：预览Tufts University
您将获得的技能: Python 程序设计, 统计分析, 统计, 统计推理, 概率与统计, 统计假设检验, 分析技能, 定量研究, 技术交流, 商业分析, 微软Excel
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
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
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
状态：新状态：免费试用您将获得的技能: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistical Methods, Predictive Modeling, Generative AI, Rmarkdown, Forecasting, Descriptive Statistics, Power BI, Ggplot2
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
总之，以下是 10 最受欢迎的 statistical inference 课程
- 公共卫生统计摘要: Johns Hopkins University
- 使用 R 的概率与数据入门: Duke University
- Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
- Applied Statistics for Data Analytics: DeepLearning.AI
- Statistics For Data Science: Coursera
- Causal Inference Project Ideation: University of Minnesota
- 用 Python 和 Excel 进行假设检验: Tufts University
- Statistics and Data Analysis with Excel: Essentials: Macquarie University
- Using probability distributions for real world problems in R: Coursera
- Basic Statistics in Python (Correlations and T-tests): Coursera
