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。

Duke University
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, R (Software), Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Statistical Programming, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计假设检验, 抽样(统计), 流行病学, 定量研究, 分析, 生物统计学, 科学方法, 统计方法, 公共卫生, 统计推理
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Model Optimization, Model Deployment, Generative AI, Serverless Computing, Cloud Deployment, Application Deployment, AI Integrations, Performance Tuning, Machine Learning Methods, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: A/B Testing, Sampling (Statistics), Statistical Hypothesis Testing, Statistical Inference, Statistical Methods, Statistics, Estimation, Statistical Analysis, Probability & Statistics, Data Analysis, Analysis, Correlation Analysis
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, Statistical Software, Sampling (Statistics), R (Software), Numerical Analysis, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution
攻读学位
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, 机器学习, 留住客户, 数据伦理, 数字营销, 人工智能个性化, 市场营销, 生成式人工智能, 高级分析, 社交媒体分析, 数据驱动的营销, 营销策略与技巧, 预测建模, 营销策略, 营销分析, 客户分析, 客户洞察, 分析, 文本挖掘, 社交网络分析
攻读学位
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Data-Driven Marketing, Probability & Statistics, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Statistical Hypothesis Testing, Customer Insights, Analytical Skills, Customer Analysis, Customer Retention, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Statistical Visualization, Statistical Modeling, Predictive Analytics, Descriptive Analytics
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Statistical Reporting, Experimentation, Science and Research, Research Design, Analytical Skills, General Science and Research, Research, Peer Review, Probability & Statistics, Journalism, Statistical Inference, Statistical Methods, Media and Communications, Research Methodologies
初级 · 课程 · 1-4 周

Tufts University
您将获得的技能: 统计分析, 抽样(统计), Microsoft Excel, 统计假设检验, 统计资料, 定量研究, 概率与统计, 商业分析, 统计推理, 电子表格软件, 数据分析软件, Python 编程, 分析技能, 统计方法
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Model Optimization, Serverless Computing, Cloud Deployment, Generative AI, Cloud Platforms, AI Integrations, Application Deployment, Cloud-Based Integration, Containerization, Scalability
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, Statistical Modeling, Bayesian Network, Applied Machine Learning, R (Software), R Programming, Social Network Analysis, Statistical Methods, Simulations, Network Model, Statistical Analysis, Probability & Statistics, Statistical Programming, Probability Distribution, Sampling (Statistics), Data Visualization, Machine Learning, Statistical Hypothesis Testing
中级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis
中级 · 课程 · 1-4 周