推断统计课程可以帮助您学习假设检验、置信区间、Regression 分析和抽样方法。您可以培养解释数据、进行预测和从 Sampling 数据中得出结论的技能。许多课程都会介绍 R 和 Python 等统计分析工具,以及 SPSS 和 Excel 等软件,支持将这些统计技术应用到真实世界的数据 Set 中。

University of Illinois Urbana-Champaign
您将获得的技能: Descriptive Statistics, Statistical Inference, Sampling (Statistics), Histogram, Data Analysis, Probability & Statistics, Data Presentation, Statistical Analysis, Quantitative Research, Microsoft Excel, Statistical Methods, Probability Distribution, Graphing, Influencing
初级 · 课程 · 1-3 个月

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
初级 · 课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Collection, Data Preprocessing, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Data Pipelines, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Descriptive Statistics, Data Mining, Dimensionality Reduction
中级 · 课程 · 1-3 个月
University of Minnesota
您将获得的技能: 模型评估, 机器学习算法, 探索性数据分析, 电子表格软件, 解决方案设计, Algorithm, 分析, 系统设计与实施, 应用机器学习, 业务指标
混合 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

您将获得的技能: Predictive Modeling, Model Evaluation, Regression Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Statistical Inference, Business Analytics, Data Analysis, Statistical Analysis, Probability Distribution, Estimation, Machine Learning
初级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Political Sciences, International Relations, World History, Diplomacy, Social Sciences, Public Safety and National Security, European History, Environmental Issue, Conflict Management, Climate Change Programs, Governance, Economics, Economic Development, Trend Analysis, Security Strategy
初级 · 课程 · 1-3 个月

University of Maryland, College Park
您将获得的技能: Data Integration, Data Ethics, R Programming, Surveys, Informed Consent, Statistical Methods, Statistical Analysis, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Logistic Regression
混合 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 创新, 模型评估, 探索性数据分析, 自然语言处理, 非结构化数据, 大数据, 技术写作, 数据展示, 文本挖掘, Algorithm, 分析, 数据可视化软件, 分类算法, 数据整合, 数据分析, 功能工程, 数据挖掘
混合 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Report Writing, Microsoft Word, Microsoft Excel, Microsoft Office, Microsoft Outlook, Spreadsheet Software, Excel Formulas, Business Reporting, Gmail, Data Analysis Expressions (DAX), Email Automation, Productivity Software, Trend Analysis, Virtual Teams, Document Management, Collaborative Software, Data Visualization, Corporate Communications, Organizational Skills
初级 · 课程 · 3-6 个月

Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Processing, Data Analysis, Data Literacy, Exploratory Data Analysis, Metadata Management, R Programming, Scientific Methods, Data Quality
中级 · 课程 · 1-3 个月