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
American Psychological Association
您将获得的技能: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Sampling (Statistics), Statistical Analysis, Probability, Data Analysis
Universidade de São Paulo
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Quantitative Research, Statistical Analysis, Decision Making, Probability Distribution
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
University of California, Santa Cruz
您将获得的技能: 概率与统计, 分类算法, 无监督学习, 贝叶斯统计, R 程序设计, 统计方法, 统计建模, 数学建模, 马尔可夫模型, 概率分布, 机器学习方法, 统计软件
您将获得的技能: Descriptive Statistics, Data Analysis, Data Visualization, Descriptive Analytics, Exploratory Data Analysis, Data Presentation, Data Transformation, Statistics, Data Visualization Software, Data Storytelling, Statistical Methods, Technical Communication, Statistical Analysis, Microsoft Excel
Arizona State University
您将获得的技能: Bayesian Statistics, Statistical Modeling, Bayesian Network, Statistical Methods, Statistical Analysis, Data Analysis, R Programming, Data-Driven Decision-Making, Statistical Inference, Markov Model, Simulations, Probability Distribution
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
University of Colorado Boulder
您将获得的技能: 统计分析, 应用数学, 概率与统计, 统计方法, 人工智能, 统计资料, 统计推理, 抽样（统计）, 理论计算机科学, 数据扫盲, 概率分布
Johns Hopkins University
您将获得的技能: 统计假设检验, 公共卫生, 科学方法, 定量研究, 统计推理, 抽样（统计）, 生物统计学
University of Michigan
您将获得的技能: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
Northeastern University
您将获得的技能: Probability & Statistics, Probability Distribution, Probability, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Statistical Visualization, Correlation Analysis, Reliability, Risk Modeling
University of Zurich
您将获得的技能: 应用数学, 描述性统计, 概率与统计, 概率, 概率分布, 财务, 统计资料, 风险分析
总之，以下是 10 最受欢迎的 inferential statistics 课程
- Intro to Null Hypothesis Significance Testing with z-test: American Psychological Association
- Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
- Statistics For Data Science: Coursera
- 贝叶斯统计：混合模型: University of California, Santa Cruz
- Uncover Data's True Story: Statistics Unveiled: Coursera
- Bayesian Statistical Concepts and Methods: Arizona State University
- Statistical Methods for Computer Science: Johns Hopkins University
- 数据科学和 AI 的统计估算: University of Colorado Boulder
- 公共卫生假设检验: Johns Hopkins University
- Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
