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。

Arizona State University
您将获得的技能: Bayesian Statistics, Statistical Modeling, Bayesian Network, Statistical Methods, Statistical Analysis, Data Analysis, R (Software), Statistical Programming, R Programming, Data-Driven Decision-Making, Statistical Inference, Markov Model, Network Model, Simulations, Sampling (Statistics), Probability Distribution, Dependency Analysis
中级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 决策智能, 模型优化, 图论, 机器学习算法, 网络分析, 决策支持系统, 无监督学习, 机器学习, 机器学习方法, 概率分布, 统计推理, 马尔可夫模型, 应用机器学习, 统计建模, 概率与统计, 统计机器学习, 贝叶斯网络, 网络模型, 模型培训, 贝叶斯统计
高级设置 · 专项课程 · 3-6 个月

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, Statistical Programming, R (Software), Probability, Probability Distribution, Sampling (Statistics), Box Plots, Histogram, R Programming, Statistical Methods, Statistical Software, Microsoft Excel, Statistics, Data Analysis
初级 · 专项课程 · 3-6 个月

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

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

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

Johns Hopkins University
您将获得的技能: 描述性统计, 公共卫生, 风险分析, 样本量的确定, 统计资料, 柱状图, 统计方法, 概率与统计, 概率分布, 抽样(统计), 定量研究, 生物统计学, 统计可视化, 箱形图
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Artificial Intelligence, Machine Learning Methods, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
攻读学位
中级 · 课程 · 1-3 个月

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

Eindhoven University of Technology
您将获得的技能: 统计分析, 统计假设检验, 统计软件, 数据扫盲, 科学方法, 研究, 一般科学与研究, 样本量的确定, 统计推理, 统计方法, 概率分布, 概率与统计, 定量研究, 贝叶斯统计, 数据共享
中级 · 课程 · 1-3 个月

University of Zurich
您将获得的技能: 描述性统计, 应用数学, 财务, 概率分布, 概率与统计, 统计方法, 相关性分析, 概率
初级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
中级 · 专项课程 · 3-6 个月