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
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
您将获得的技能: 概率与统计, 统计分析, 描述性统计, 统计方法, 数据汇编, 数据可视化, 数据收集, 数据驱动决策, 数据分析, 统计资料, 统计推理, 预测建模, 统计建模, 相关性分析, 探索性数据分析, 统计假设检验, 回归分析
您将获得的技能: 描述性统计, 概率分布, 统计分析, 概率与统计, Pandas（Python 软件包）, 统计编程, 数据可视化软件, 数据可视化, Jupyter, 数据分析, 数据科学, 统计资料, 相关性分析, Matplotlib, 回归分析, 统计假设检验
University of Leeds
您将获得的技能: 数据收集, 概率分布, 统计分析, 描述性统计, 统计方法, 数据可视化软件, 抽样（统计）, 数据分析, 统计可视化, 模拟, 统计建模, R（软件）, 统计推理, 概率, 探索性数据分析
University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Data-Driven Decision-Making, Regression Analysis, Probability Distribution
Duke University
您将获得的技能: 概率分布, 统计分析, 数据驱动决策, 模型评估, 数据分析, 统计方法, 贝叶斯统计, 统计建模, 概率, 统计推理, 回归分析, R 程序设计, Model Evaluation
University of California, Santa Cruz
您将获得的技能: 概率分布, 统计分析, 模型评估, 数据分析, 统计方法, 贝叶斯统计, 统计建模, 马尔可夫模型, 回归分析, R 程序设计, Model Evaluation
DeepLearning.AI
您将获得的技能: 法学硕士申请, 概率分布, 统计分析, 描述性统计, 概率与统计, 模拟和模拟软件, 抽样（统计）, 估算, 电子表格软件, 数据分析, 统计资料, 统计可视化, 柱状图, 统计推理, 相关性分析, 统计假设检验
Duke University
您将获得的技能: Statistical Hypothesis Testing, Statistical Inference, R (Software), Statistical Reporting, Data Analysis, Statistical Analysis, R Programming, Statistical Methods, Probability & Statistics, Quantitative Research, Sampling (Statistics), Probability Distribution
University of Pennsylvania
您将获得的技能: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
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
总之，以下是 10 最受欢迎的 statistical inference 课程
- Bayesian Statistical Concepts and Methods: Arizona State University
- 解决工业问题的统计思维，由 JMP 介绍: SAS
- 使用 Python 进行数据科学统计: IBM
- 统计方法: University of Leeds
- Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
- 贝叶斯统计: Duke University
- 贝叶斯统计：技术与模型: University of California, Santa Cruz
- 数据分析应用统计学: DeepLearning.AI
- Inferenzstatistik: Duke University
- Statistics for Data Science Essentials: University of Pennsylvania
