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。
Johns Hopkins University
您将获得的技能: 案例研究, 统计建模, 预测建模, 传染病, 脆弱性, 政策分析, 卫生政策, 数学建模, 公共卫生, 流行病学, 决策支持系统
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Presentation, Plot (Graphics), Data Visualization Software, Data Visualization, Tableau Software, Spatial Analysis, Visualization (Computer Graphics), Statistical Visualization, Network Model, Dashboard, Matplotlib, Infographics, Heat Maps, Seaborn, Geospatial Information and Technology, Time Series Analysis and Forecasting, Network Analysis, Geospatial Mapping
攻读学位
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Data Storytelling, Data Presentation, Storytelling, Data Visualization, Verbal Communication Skills, Data Analysis, Business Communication, Action Oriented, Drive Engagement
初级 · 指导项目 · 不超过 2 小时

Dartmouth College
您将获得的技能: Probability & Statistics, Statistical Methods
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 数据可视化软件, 探索性数据分析, 散点图, 交互式数据可视化, 数据叙事, 数据伦理, 数据完整性, Tableau 软件, 数据展示, 统计可视化, 热图
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Histogram, Generative AI, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Responsible AI, Statistical Visualization, Research, Artificial Intelligence
初级 · 专项课程 · 1-3 个月

您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Data Visualization Software, Storytelling, Data Integrity, Data Analysis, Drive Engagement, Microsoft Excel, Design Elements And Principles, Statistical Analysis
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 应用数学, 微积分, 空间数据分析, 积分微积分, 可视化(计算机制图), 线性代数, 制图, 数学建模, 数学理论与分析, 高等数学
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Stakeholder Engagement, Interviewing Skills
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: R Programming, Statistical Analysis, Combinatorics, Data Analysis, Probability, Statistics, Probability Distribution, Probability & Statistics, Bayesian Statistics, Applied Mathematics, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Simulations
中级 · 课程 · 1-3 个月

University of Virginia
您将获得的技能: 产品开发, 原型设计, Agile 方法论, 创新, Devops, 产品测试, 持续交付, 敏捷产品开发, 用户研究, 精益方法, 可用性测试
混合 · 课程 · 1-4 周
您将获得的技能: Data Storytelling, Dashboard, Data Presentation, Power BI, Data Literacy, Strategic Decision-Making, Interactive Data Visualization, Tableau Software, Storytelling, Data-Driven Decision-Making, Business Intelligence, User Feedback, Data Visualization, Presentations, Constructive Feedback, Technical Communication, Analytics, Customer Insights, Data Structures
中级 · 课程 · 1-4 周