Inferential Statistics Courses
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.
Popular Inferential Statistics Courses and Certifications
Skills you'll gain: Logistic Regression, Statistical Modeling, Statistics, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Probability & Statistics, Statistical Software, Statistical Inference, Statistical Methods, Data Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Programming, R Programming, R (Software), Predictive Modeling, Analytics, Technical Communication, Analysis
University of Pittsburgh
Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Statistical Analysis, Model Evaluation, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking
University of Michigan
Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Statistical Programming, Python Programming
University of Colorado Boulder
Skills you'll gain: Statistical Inference, Statistical Methods, Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Probability Distribution
University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Methods, Probability & Statistics, Statistics, Statistical Modeling, Probability, Statistical Analysis, Statistical Software, Probability Distribution, Data Analysis, R Programming, Regression Analysis, R (Software), Microsoft Excel, Analytical Skills, Statistical Visualization, Predictive Modeling, Data Visualization, Data Modeling
University of Colorado Boulder
Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistical Programming, R (Software), Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Software, Probability & Statistics, Statistical Modeling, Statistical Methods, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Analysis
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Statistics, Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Analytics, Statistical Methods, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Predictive Modeling, Probability & Statistics, Microsoft Excel, Forecasting, Correlation Analysis
Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Strategic Decision-Making, Predictive Modeling, Regression Analysis, Data Visualization, Decision Making, Decision Tree Learning, Keras (Neural Network Library)
Columbia University
Skills you'll gain: Statistical Inference, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Statistical Methods, Statistical Analysis, Statistical Hypothesis Testing, Machine Learning, Experimentation, Data Collection, Statistics
Johns Hopkins University
Skills you'll gain: Data Literacy, Data Visualization, Data Analysis, Research Design, Descriptive Statistics, Analytics, Statistics
University of Pittsburgh
Skills you'll gain: Statistical Analysis, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms
Duke University
Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Statistical Modeling, Statistical Methods, Statistical Inference, Statistics, Statistical Analysis, Regression Analysis, Data Analysis, R Programming, Statistical Software, Probability, Analysis, Probability Distribution
