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: 数据分析, 概率分布, 数据可视化, 统计资料, 描述性统计, 柱状图, 数据展示, 统计推理, 统计假设检验, 概率, 抽样(统计), 制图, 数据驱动决策, 概率与统计, 估算
混合 · 课程 · 1-4 周

American Psychological Association
您将获得的技能: Data Visualization, Descriptive Statistics, Plot (Graphics), Data Literacy, Graphing, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Scatter Plots, Correlation Analysis, Psychology, Research Design, Scientific Methods
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming
初级 · 课程 · 1-4 周
Rice University
您将获得的技能: 数据分析, 回归分析, 统计建模, 模型评估, 统计分析, 统计推理, Microsoft Excel, 统计方法, 统计假设检验, 商业分析, 估算, Model Evaluation
混合 · 课程 · 1-4 周
Rice University
您将获得的技能: 数据分析, 回归分析, 数据展示, 预测分析, 探索性数据分析, 统计分析, 分析技能, 统计报告, Microsoft Excel, 统计方法, 技术交流, 商业分析
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, Probability & Statistics, Statistics, 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, Statistics, Data Analysis, Statistical Analysis, Jupyter, Machine Learning Algorithms, Data Manipulation, Descriptive Statistics, Matplotlib, Data Visualization Software, Python Programming, Machine Learning, Data Preprocessing
初级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Analytics, Data Analysis, Correlation Analysis, Case Studies, Probability & Statistics, Variance Analysis, Forecasting, Data Manipulation
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 统计建模, 预测分析, 回归分析, 统计分析, 统计推理, 分析, 统计方法, 统计假设检验, Microsoft Excel, 商业分析, 数据驱动决策, 概率与统计
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, 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, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), Data Analysis, Descriptive Statistics, Box Plots, Statistics, Statistical Analysis, Probability & Statistics, Data Visualization Software, Exploratory Data Analysis, Histogram, R Programming, Scatter Plots, Data-Driven Decision-Making, Microsoft Excel
初级 · 课程 · 1-4 周

您将获得的技能: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping
初级 · 课程 · 1-4 周