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。

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

您将获得的技能: Regression Analysis, Predictive Modeling, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Analytics, Data Analysis Software, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics, Analysis, Quantitative Research, Statistics, Probability & Statistics
混合 · 课程 · 1-3 个月

您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Statistical Methods, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model, Diagnostic Tests, Probability Distribution, Sampling (Statistics)
混合 · 课程 · 1-4 周

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

您将获得的技能: Data Storytelling, Data Presentation, Storytelling, Interactive Data Visualization, Data Visualization, Data Literacy, Data Visualization Software, Presentations, Data-Driven Decision-Making, Persuasive Communication, Driving engagement
中级 · 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, Applied Machine Learning, Statistical Analysis, Statistical Methods, Data Analysis Software, Predictive Modeling, Statistical Modeling, Statistical Software, Bayesian Statistics, Model Evaluation
中级 · 课程 · 1-3 个月

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

Board Infinity
您将获得的技能: 案例研究, 人工智能, 数据伦理, 统计建模, 负责任的人工智能, 战略规划, 数据驱动的营销, 战略决策, 营销策略, 营销分析, 趋势分析, 数据驱动决策
中级 · 课程 · 1-4 周

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

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

Fractal Analytics
您将获得的技能: 数据分析, 数据伦理, 数据展示, 数据扫盲, 数据质量, 数据可视化, 道德标准与行为, 视觉叙事, 讲故事, 交互式数据可视化, 故事板, 数据故事, 数据驱动决策
初级 · 课程 · 1-4 周

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