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: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月
Wesleyan University
您将获得的技能: 心理学, 心理评估, 临床评估, 健康的社会决定因素, 临床心理学, 心理健康疾病与障碍, 心理健康疗法, 认知行为疗法, 心理健康, 人际沟通, 文化多样性, 心理治疗
初级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
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中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Plotly, 交互式数据可视化, 软件包和软件管理, 数据可视化软件, Rmarkdown, 数据展示, 软件文档, 闪亮(R 套件), R 语言程序设计(中文版), 数据映射, 网络应用, 统计报告
混合 · 课程 · 1-3 个月

Universidad de los Andes
您将获得的技能: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Data Analysis, Regression Analysis, Sampling (Statistics), Statistical Analysis, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation
初级 · 专项课程 · 3-6 个月

Universidade de São Paulo
您将获得的技能: Econometrics, Regression Analysis, Statistical Inference, Statistical Hypothesis Testing, Statistical Modeling, Statistical Analysis, Correlation Analysis, Economics, Probability & Statistics, Time Series Analysis and Forecasting, Data Analysis
中级 · 课程 · 1-3 个月

Universiteit Leiden
您将获得的技能: 描述性统计, 概率与统计, 统计假设检验, 统计方法, 数据分析, 回归分析, 逻辑回归, 数据收集, 数据伦理, 探索性数据分析, R 语言程序设计(中文版), 统计建模, 统计报告, 统计推理, 数据清理
初级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Institutional Review Board (IRB), Data Visualization, Descriptive Statistics, Quantitative Research, Plot (Graphics), Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Hypothesis Testing, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Surveys, Sample Size Determination, Ethical Standards And Conduct, Data Analysis, Research and Design
初级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Data Integration, Data Literacy, Performance Analysis, Exploratory Data Analysis, Statistical Analysis, Probability, Analysis, Image Analysis, Data Cleansing, Descriptive Analytics, Reinforcement Learning, Business Analytics, Statistical Methods, Machine Learning, Data Collection
初级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 机器学习, 模型评估, 统计分析, 定量研究, 预测建模, 概率与统计, 统计假设检验, 数据建模, 数学建模, 统计方法, 数据科学, 逻辑回归, 数据伦理, 回归分析, 功能工程, 统计建模, 研究设计, 数据分析, R 语言程序设计(中文版), 统计推理
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中级 · 专项课程 · 3-6 个月