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。

University of London
您将获得的技能: 数据收集, 数据分析, 统计假设检验, 统计资料, 抽样(统计), 数据展示, 描述性统计, 概率与统计, 概率分布, 制图, 估算, 决策, 统计推理, 统计方法, 统计可视化, 数据驱动决策, 概率
混合 · 课程 · 1-4 周

您将获得的技能: Plot (Graphics), Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability, Python Programming
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 数据分析, 统计分析, 统计假设检验, Microsoft Excel, 统计建模, 模型评估, Model Evaluation, 回归分析, 数据转换, 估算, 商业分析, 统计方法, 统计推理, 分析
混合 · 课程 · 1-4 周
Rice University
您将获得的技能: 数据分析, 统计分析, Microsoft Excel, 统计资料, 数据展示, 分析, 统计报告, 数据扫盲, 回归分析, 描述性统计, 探索性数据分析, 技术交流, 商业分析, 预测分析, 演讲, 分析技能
混合 · 课程 · 1-4 周

您将获得的技能: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Histogram, R (Software), Statistical Methods, Statistical Programming, Probability & Statistics, Descriptive Analytics, Statistics, Statistical Software, Data Science
初级 · 指导项目 · 不超过 2 小时

University of London
您将获得的技能: Pandas (Python Package), NumPy, Probability & Statistics, Unsupervised Learning, Applied Machine Learning, Statistical Methods, Data Science, Statistics, Data Analysis, Statistical Analysis, Jupyter, Data Manipulation, Machine Learning Algorithms, Descriptive Statistics, Plot (Graphics), Data Processing, Data Visualization Software, Python Programming, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Statistical Methods, Spreadsheet Software, Data Analysis, Correlation Analysis, Case Studies, Statistical Modeling, Statistical Inference, Probability & Statistics, Variance Analysis, Data Manipulation
初级 · 课程 · 1-4 周

American Psychological Association
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Probability & Statistics, Statistical Methods, Probability Distribution, Statistical Reporting, Statistical Analysis, Quantitative Research, Statistical Software, Correlation Analysis, Sampling (Statistics), Statistical Inference, Statistics, Data Analysis, Analysis, Descriptive Statistics, Probability, Scientific Methods, Regression Analysis, Psychology
初级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 统计分析, 统计假设检验, Microsoft Excel, 统计建模, 统计资料, 相关性分析, 回归分析, 预测建模, 预测分析, 概率与统计, 商业分析, 统计推理, 分析, 统计软件, 统计方法, 数据驱动决策
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Interactive Data Visualization, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Data Literacy, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月
Duke University
您将获得的技能: 数据分析, 统计分析, 贝叶斯统计, 抽样(统计), 统计假设检验, 统计资料, R 程序设计, 统计建模, 统计报告, 数据可视化, 概率分布, R(软件), 回归分析, 探索性数据分析, 统计编程, 概率与统计, 同行评审, 统计推理, 统计方法, 统计软件
初级 · 专项课程 · 3-6 个月

您将获得的技能: Descriptive Statistics, Data Literacy, Data Analysis, Descriptive Analytics, Data Synthesis, Exploratory Data Analysis, Data Presentation, Statistical Visualization, Statistical Reporting, Data Transformation, Statistics, Data Visualization Software, Data Storytelling, Statistical Methods, Technical Communication, Statistical Analysis, Microsoft Excel
中级 · 课程 · 1-4 周