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。

American Psychological Association
您将获得的技能: Sample Size Determination, Statistical Hypothesis Testing, Statistical Methods, Quantitative Research, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistics, Data Analysis, Regression Analysis, Research Design, Research, Psychology
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 数据收集, 卫生系统, 流行病学, 卫生政策, 社会经济学, 健康的社会决定因素, 传染病, 医疗保健, 健康差异, 公共卫生, 统计分析, 健康评估, 慢性疾病
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
中级 · 课程 · 1-4 周

您将获得的技能: Ggplot2, Model Evaluation, Data Visualization, Regression Analysis, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Data Analysis
中级 · 指导项目 · 不超过 2 小时

Alberta Machine Intelligence Institute
您将获得的技能: Python 程序设计, 机器学习, 数据清理, 机器学习算法, 线性代数, 数据伦理, 数据预处理, Data Validation, 数据质量, 模型评估, 应用机器学习, 无监督学习, 功能工程, 统计分析, 计算机编程, 监督学习
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: 数学建模, 统计方法, 模型评估, 回归分析, 研究设计, 分析, 统计建模, 实验, 统计分析
中级 · 课程 · 1-4 周

L&T EduTech
您将获得的技能: Spatial Analysis, GIS Software, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Building Information Modeling, Data Manipulation, Global Positioning Systems, Network Analysis, Image Analysis, Data Import/Export, Unsupervised Learning, Software Installation, Supervised Learning, UI Components
高级设置 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Financial Modeling, Time Series Analysis and Forecasting, Regression Analysis, Financial Forecasting, Predictive Modeling, Forecasting, Finance, R Programming, Financial Analysis, Statistical Analysis, Statistics, Probability & Statistics, Risk Analysis, Microsoft Excel
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference
混合 · 课程 · 1-4 周

American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Statistical Analysis, Statistical Methods, Probability & Statistics, Quantitative Research, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing
初级 · 课程 · 1-3 个月

Tecnológico de Monterrey
您将获得的技能: Customer Engagement, Target Market, Digital Advertising, Customer Retention, Search Engine Optimization, Digital Media Strategy, Lead Generation, Digital Marketing, Marketing Strategies, Customer Acquisition Management, Customer experience strategy (CX), Cash Flows, Web Analytics, Market Research
初级 · 课程 · 1-4 周

您将获得的技能: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Data Presentation, Exploratory Data Analysis, Vector Databases, Data Mapping, Data Access
初级 · 课程 · 1-3 个月