贝叶斯统计课程
贝叶斯统计课程可以帮助您学习概率分布、贝叶斯推断和统计建模。您可以培养假设检验、预测解析和不确定性下决策的技能。许多课程都会介绍 R、Python 和 Stan 等工具，这些工具常用于实现贝叶斯方法和分析数据。您还将探索马尔可夫链蒙特卡洛（MCMC）技术和贝叶斯网络等概念，掌握各领域数据驱动决策的实用知识。
热门贝叶斯统计课程与认证
状态：免费The Chinese University of Hong Kong
您将获得的技能: SPSS (Software), Analysis, Statistical Modeling, Model Evaluation, Regression Analysis, Advanced Analytics, Statistical Analysis, Data Analysis Software, Quantitative Research, Exploratory Data Analysis, Statistical Methods, SAS (Software)
状态：免费试用University of California, Davis
您将获得的技能: 社交网络分析, 数据收集, 数据处理, 数据库, 趋势分析, 非结构化数据, 数据整理, 机器学习, 大数据, 网页抓取, 社会科学, 自然语言处理, 人工智能和机器学习（AI/ML）, 计算思维, 模拟
状态：免费试用University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Preprocessing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
状态：预览Institute for the Future
您将获得的技能: 创新, 趋势分析, 危机管理, 预测, 社会正义, 战略思维, 弹性, 适应, 业务连续性规划, 风险分析, 变革管理, 组织领导力, 系统思考, 社会影响, 远见卓识
状态：免费试用University of Michigan
您将获得的技能: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
状态：免费试用Duke University
您将获得的技能: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
状态：免费试用Wesleyan University
您将获得的技能: 数据管理, 探索性数据分析, 数据叙事, 统计分析, 撰写报告, 大数据, 研究, 分析技能, 数据科学, 研究设计, 实时数据, 数据可视化, 数据分析
状态：免费试用American Psychological Association
您将获得的技能: Box Plots, Descriptive Statistics, Histogram, Probability & Statistics, Exploratory Data Analysis, Graphing, Variance Analysis, Statistical Visualization, Statistical Analysis, Data Analysis, Analytical Skills
您将获得的技能: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming
您将获得的技能: Statistical Hypothesis Testing, Logistic Regression, Correlation Analysis, Six Sigma Methodology, R (Software), R Programming, Statistical Programming, Statistical Analysis, Statistical Methods, Regression Analysis, Probability & Statistics, Data Literacy, Data Science
您将获得的技能: Model Evaluation, Exploratory Data Analysis, Data Analysis, Classification Algorithms, Data Preprocessing, Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, Machine Learning
状态：免费试用Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
总之，以下是 10 最受欢迎的 bayesian statistics 课程
- Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语): The Chinese University of Hong Kong
- 计算社会科学顶点项目: University of California, Davis
- Data Processing and Manipulation: University of Colorado Boulder
- COVID-19 之后的生活：为大流行后的未来做好准备: Institute for the Future
- Decoding AI: A Deep Dive into AI Models and Predictions: University of Michigan
- Data Visualization and Transformation with R: Duke University
- 数据分析与解释: Wesleyan University
- Measures of Variability: American Psychological Association
- Data Analysis in Python: Using Pandas DataFrames: Coursera
- RStudio for Six Sigma - Hypothesis Testing: Coursera
