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。

Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

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

Johns Hopkins University
您将获得的技能: 回归分析, 数据科学, 统计假设检验, 模型评估, R 语言程序设计(中文版), 分类与回归树 (CART), 探索性数据分析, 预测建模, 数据预处理, 数据分析, 机器学习, Rmarkdown, 统计推理, 数据建模, 统计建模, 统计分析, Tidyverse(R 软件包), 统计方法
混合 · 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

您将获得的技能: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Web Analytics, Content Performance Analysis, Web Content
中级 · 指导项目 · 不超过 2 小时

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: Google Analytics, Web Analytics, Benchmarking, Content Performance Analysis, Customer Engagement, Customer Analysis, Performance Analysis, Management Reporting, Customer Retention, User Research, Real Time Data, Marketing
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: SAS (Software), Descriptive Statistics, Market Data, Risk Modeling, Regression Analysis, Statistical Methods, Financial Modeling, Statistical Hypothesis Testing, Correlation Analysis, Data Analysis Software, Statistical Analysis, Quantitative Research, Financial Market, Time Series Analysis and Forecasting, Trend Analysis, Financial Analysis, Variance Analysis
混合 · 课程 · 1-4 周

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

Coursera
您将获得的技能: Target Audience, Social Media Marketing, Social Media Campaigns, Online Advertising, Social Media, Web Analytics
初级 · 指导项目 · 不超过 2 小时