Inferential statistics courses can help you learn hypothesis testing, confidence intervals, regression analysis, and sampling methods. You can build skills in interpreting data, making predictions, and drawing conclusions from sample data. Many courses introduce tools like R and Python for statistical analysis, along with software such as SPSS and Excel, that support applying these statistical techniques to real-world data sets.

Duke University
Skills you'll gain: Business Metrics, Analytics, Business Analytics, Performance Measurement, Performance Metric, Marketing Analytics, Big Data, Business Analysis, Key Performance Indicators (KPIs), Data Analysis, Web Analytics, Digital Transformation, Case Studies, Data-Driven Decision-Making, Analytical Skills, Data Literacy, Cash Flows
Mixed · Course · 1 - 3 Months

Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Conversion Funnel Analysis, Looker (Software), Real Time Data, Digital Analysis, Data-Driven Marketing, Analytics, Data Analysis, Customer Insights, Statistical Reporting, Business Reporting, Dashboard, Target Audience, Campaign Management, Dashboard Creation, Performance Analysis, Customer Retention
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Logistic Regression, Statistical Programming, R Programming, Statistical Methods, Statistical Analysis, Case Studies, Model Evaluation, R (Software), Statistical Modeling, Statistical Software, Regression Analysis, Advanced Analytics, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Business Analytics, Estimation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Statistical Inference, Statistical Analysis, Data Literacy, Probability & Statistics, Estimation, Correlation Analysis
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Skills you'll gain: Epidemiology, Health Disparities, Spatial Data Analysis, Data Visualization, Data Presentation, Public Health, Public Health and Disease Prevention, Health Policy, Data Analysis, Biostatistics, Geospatial Information and Technology, Geospatial Mapping, Analytics, Statistical Analysis, Exploratory Data Analysis, Anomaly Detection, Infectious Diseases, Risk Analysis, Statistical Methods, Microsoft Excel
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Demand Planning, Customer Demand Planning, Supply Chain Planning, Production Planning, Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Inventory Management System, Data Analysis, Plot (Graphics), R Programming, Data Visualization, R (Software), Model Evaluation, Model Training
Intermediate · Guided Project · Less Than 2 Hours

Northeastern University
Skills you'll gain: Data Storytelling, Data Literacy, Data Visualization, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Plot (Graphics), Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Data Processing, Unstructured Data, Graphing, Big Data, Programming Principles, Python Programming, NumPy, Computer Programming
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Machine Learning, Applied Mathematics, Algorithms, Statistical Inference, Verification And Validation, Dimensionality Reduction
Mixed · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Predictive Analytics, Data Cleansing, Unsupervised Learning, Data Transformation, Data Analysis, Statistical Machine Learning, Analytics, Data Science, Data Mining, R (Software), Classification Algorithms, Applied Machine Learning, Supervised Learning, Decision Tree Learning, Data Preprocessing, Machine Learning, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Interactive Data Visualization, Data Visualization, Exploratory Data Analysis, Dashboard, Dashboard Creation, Data Visualization Software, Data Presentation, Data Integration, Heat Maps, Datamaps, Spatial Data Analysis, Data-Driven Decision-Making, Decision Support Systems, Business Intelligence Software, Spatial Analysis, Geospatial Information and Technology, Data Mapping
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Financial Analysis, Portfolio Management, Financial Modeling, Portfolio Risk, Correlation Analysis, Investment Management, Variance Analysis, Model Optimization
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Excel Formulas, Public Health and Disease Prevention, Statistical Methods, Time Series Analysis and Forecasting, Anomaly Detection, Exploratory Data Analysis, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks