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。

Illinois Tech
您将获得的技能: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Programming, Sampling (Statistics), R Programming, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution
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中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Markov Model, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
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中级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: 数据可视化, 统计编程, 概率与统计, 统计软件, Jupyter, 抽样(统计), 统计机器学习, 数据扫盲, 统计资料, 统计假设检验, Matplotlib, 统计建模, 绘图(图形), 贝叶斯统计, 统计推理, 模型评估, 统计分析, Model Evaluation, Python 编程, 统计方法, Seaborn
初级 · 专项课程 · 1-3 个月

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
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Statistical Analysis, Regression Analysis, Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Scatter Plots, Microsoft Excel, Probability & Statistics, Statistics, Data Import/Export, Data Analysis
初级 · 专项课程 · 3-6 个月

Stanford University
您将获得的技能: 统计推理, 描述性统计, 抽样(统计), 统计假设检验, 统计资料, 数据分析, 统计建模, 概率分布, 概率, 定量研究, 统计分析, 统计方法, 回归分析, 探索性数据分析
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 概率与统计, 样本量的确定, 描述性统计, 统计可视化, 公共卫生, 流行病学, 定量研究, 概率分布, 生物统计学, 统计资料, 统计方法
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Probability & Statistics, Probability Distribution, Simulations, Statistical Modeling, Correlation Analysis, Engineering Analysis, Digital Signal Processing, Statistical Analysis, Reliability, Engineering, Spatial Analysis
混合 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression
中级 · 课程 · 1-3 个月

Eindhoven University of Technology
您将获得的技能: 概率与统计, 统计推理, 科学方法, 样本量的确定, 贝叶斯统计, 统计假设检验, 定量研究, 数据共享, 研究, 统计分析, R 程序设计
中级 · 课程 · 1-3 个月

您将获得的技能: Bayesian Network, Predictive Modeling, Machine Learning Methods, Markov Model, Statistical Modeling, Artificial Intelligence, Statistical Inference, Graph Theory, Network Analysis, Probability & Statistics, Sampling (Statistics), Algorithms, Scalability
中级 · 课程 · 1-4 周

University of Zurich
您将获得的技能: 风险分析, 应用数学, 概率与统计, 财务, 统计资料, 描述性统计, 概率, 概率分布
初级 · 课程 · 1-3 个月