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 London
您将获得的技能: 概率与统计, 概率分布, 数据驱动的决策制定, 制图, 估算, 数据展示, 描述性统计, 统计假设检验, 概率, 统计, 统计推理, 抽样(统计), 柱状图, 数据可视化, 数据分析
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Data Management, Data Strategy, Management Reporting, Analytical Skills, Statistical Inference, Statistical Modeling, Data Presentation, Team Leadership, Statistical Methods, Communication
混合 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
攻读学位
中级 · 专项课程 · 3-6 个月

University of Amsterdam
您将获得的技能: 经济学, 环境与资源管理, 政策分析, 案例研究, 定性研究, 欧洲历史, 可持续工程, 环境科学, 文化多样性, 系统思考, 社会科学, 公共政策, 以人为本的设计, 空间分析, 社会学
中级 · 课程 · 1-3 个月

您将获得的技能: 机器学习, 生成式人工智能, 自然语言处理, 模型评估, 强化学习, 大型语言模型
中级 · 课程 · 1-4 周

Edge Impulse
您将获得的技能: Python 程序设计, 卷积神经网络, 计算机视觉, 深度学习, 机器学习, 模型部署, 嵌入式系统, 人工神经网络, 模型评估, 迁移学习, 计算机编程, 数据预处理, 应用机器学习, 数据伦理, 人工智能和机器学习(AI/ML), 图像分析
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Sampling (Statistics), Probability & Statistics, Probability, Statistics, Statistical Analysis, Descriptive Statistics
初级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Data Analysis, Analytical Skills, Data Management, Exploratory Data Analysis, Statistical Reporting, Data-Driven Decision-Making, Trend Analysis, Data Presentation, Data Collection, Statistical Modeling, Data Validation, Statistical Inference, Model Evaluation, Communication
混合 · 课程 · 1-4 周

您将获得的技能: Statistical Inference, Regression Analysis, Logistic Regression, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Probability Distribution, Probability
攻读学位
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Bayesian Network, Linear Algebra, Numerical Analysis, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Mathematical Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Control Systems, Forecasting, Applied Mathematics, Statistical Methods, Predictive Analytics, Engineering Analysis, Mathematical Software, Simulation and Simulation Software
中级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Statistics, Technical Communication, Statistical Inference, Graphing
初级 · 课程 · 1-4 周