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University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Statistical Machine Learning, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
状态：预览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
状态：免费试用University of California, Santa Cruz
您将获得的技能: 数据分析, 统计建模, 概率分布, 回归分析, 模型评估, 马尔可夫模型, 统计分析, R 程序设计, 统计方法, 贝叶斯统计, Model Evaluation
状态：免费试用Rice University
您将获得的技能: 数据分析, 样本量的确定, 统计建模, 回归分析, 概率分布, 描述性统计, 数据展示, 模型评估, 统计资料, 统计分析, 统计推理, 统计假设检验, Microsoft Excel, 电子表格软件, 统计方法, 商业分析, Excel 公式, 制图, 概率与统计, 透视表和图表, Model Evaluation
状态：免费试用American Psychological Association
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Quantitative Research, Statistical Analysis, Statistical Software, Statistical Inference, Sampling (Statistics), Data Analysis, Analysis, Statistics, Probability, Analytical Skills, Regression Analysis, Psychology, Research Design, Research
状态：免费试用您将获得的技能: 数据分析, Jupyter, 数据可视化软件, 概率分布, 数据可视化, 回归分析, Pandas（Python 软件包）, 统计资料, 相关性分析, 描述性统计, 统计分析, 数据科学, 统计假设检验, Matplotlib, 统计编程, 概率与统计
状态：免费试用University of California, Santa Cruz
您将获得的技能: 数据分析, 回归分析, 统计建模, 概率分布, 数据可视化, 预测建模, 统计资料, 数据建模, 统计推理, 分析技能, R 程序设计, Microsoft Excel, 概率, 统计方法, 贝叶斯统计, 统计可视化, 概率与统计, R（软件）
状态：免费试用Birla Institute of Technology & Science, Pilani
您将获得的技能: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics
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
状态：免费试用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
状态：预览您将获得的技能: 数据分析, 统计建模, 数据可视化, 回归分析, 预测建模, 数据汇编, 描述性统计, 统计资料, 探索性数据分析, 相关性分析, 统计分析, 统计推理, 数据收集, 统计假设检验, 统计方法, 数据驱动决策, 概率与统计
状态：免费试用University of Amsterdam
您将获得的技能: 统计资料, 定量研究, 科学方法, 统计假设检验, 数据分析软件
总之，以下是 10 最受欢迎的 statistical inference 课程
- Statistical Learning for Data Science: University of Colorado Boulder
- Inferenzstatistik: Duke University
- 贝叶斯统计：技术与模型: University of California, Santa Cruz
- 商业统计与分析: Rice University
- Basic Inferential Statistics for Psychology: American Psychological Association
- 使用 Python 进行数据科学统计: IBM
- 贝叶斯统计：从概念到数据分析: University of California, Santa Cruz
- Probability and Statistics: Birla Institute of Technology & Science, Pilani
- Statistical Methods for Computer Science: Johns Hopkins University
- Statistics for Data Science Essentials: University of Pennsylvania
