因果推论课程可以帮助您学习统计技术、实验设计和观察研究方法。您可以掌握识别因果关系、分析 Data Set 和解释结果的技能,为决策提供依据。许多课程都会介绍 R、Python 等工具以及进行因果分析的专项软件,使您能够在公共卫生、经济学和社会科学等现实世界中应用这些技能。

University of Glasgow
您将获得的技能: Media and Communications, Peer Review, Research, Cultural Responsiveness, Social Impact, Social Sciences, Investigation, Probability & Statistics
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), SAS (Software), Forecasting, Regression Analysis, Machine Learning Methods, Statistical Analysis, Advanced Analytics, Statistical Methods, Predictive Modeling, Statistical Modeling, Bayesian Statistics, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Storytelling, Interactive Data Visualization, Data Visualization, Infographics, Dashboard, Data Visualization Software, Presentations, Data-Driven Decision-Making, Persuasive Communication
中级 · 课程 · 1-4 周

您将获得的技能: Regression Analysis, Financial Forecasting, Model Evaluation, Data Presentation, Technical Communication, Exploratory Data Analysis, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, R (Software), Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: 营销分析, 人工智能, 商业道德, 战略决策, 营销策略, 人工智能赋能, 案例研究, 数据驱动决策, 趋势分析, 数据伦理, 战略规划
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 公共卫生, 统计分析, 逻辑回归, 探索性数据分析, 概率与统计, 数据整理, 描述性统计, 时间序列分析和预测, 统计方法, 回归分析, 模型评估, R 程序设计, Model Evaluation, 生物统计学, R(软件)
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Data Presentation, Verbal Communication Skills, Presentations, Dashboard, Infographics, Storytelling, Data Visualization Software, Persuasive Communication, Communication, Non-Verbal Communication, Target Audience, Decision Making
中级 · 课程 · 3-6 个月

Fractal Analytics
您将获得的技能: 讲故事, 交互式数据可视化, 数据驱动决策, 数据扫盲, 数据展示, 数据故事, 故事板, 数据可视化, 推动参与, 数据伦理, 数据可视化软件
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Excel 公式, 统计建模, 统计方法, 模型评估, 数据转换, 时间序列分析和预测, 预测建模, 数据预处理, 趋势分析, 透视表和图表, 回归分析, Microsoft Excel, 预测分析, 预测, Model Evaluation
混合 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
初级 · 课程 · 1-4 周