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。

Macquarie University
您将获得的技能: 时间序列分析和预测, 统计建模, Excel 公式, 工艺优化, 趋势分析, 预测建模, 模型评估, 数据展示, 统计可视化, 预测, 决策, 微软Excel, 制图, 业务指标, 商业分析, 回归分析, 统计分析, 商业数学, 案例研究, 商业经济学
中级 · 专项课程 · 3-6 个月
University of Michigan
您将获得的技能: Python 程序设计, 散点图, 相关性分析, R 语言程序设计(中文版), Matplotlib, 描述性统计, 数据清理, 统计推理, 回归分析, Pandas(Python 软件包), 数据预处理, 数据分析, 统计分析
中级 · 课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Financial Statement Analysis, Financial Analysis, Business Analytics, Regression Analysis, Business Valuation, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Cash Flows, Balance Sheet, Income Statement, Working Capital, Competitive Analysis, International Finance, Business Economics, Economics, Market Dynamics, Business Planning
中级 · 专项课程 · 3-6 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

Campus BBVA
您将获得的技能: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Big Data, Statistical Analysis
初级 · 课程 · 1-3 个月
Wesleyan University
您将获得的技能: 心理学, 人际沟通, 心理健康疾病与障碍, 心理评估, 健康的社会决定因素, 认知行为疗法, 临床心理学, 心理健康疗法, 心理健康, 临床评估, 文化多样性, 心理治疗
初级 · 课程 · 1-3 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

Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy
混合 · 课程 · 1-4 周

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

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
攻读学位
中级 · 课程 · 1-4 周

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

Snowflake
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, LLM Application, Data Engineering, Data Manipulation, Snowflake Schema, Large Language Modeling, Model Deployment, Data Warehousing, Unstructured Data, Embeddings, Cloud Development, SQL, Natural Language Processing, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC)
初级 · 专业证书 · 1-3 个月