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
Arizona State University
Skills you'll gain: Statistics, Probability & Statistics, Analytics, Exploratory Data Analysis, Estimation, Logistic Regression
Northeastern University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sample Size Determination, Probability Distribution, Data Presentation, Engineering Analysis, Data Synthesis, Estimation, Analysis, Data-Driven Decision-Making
University of Colorado System
Skills you'll gain: Biostatistics, Bioinformatics, Medical Science and Research, Statistical Machine Learning, Applied Machine Learning, Quantitative Research, Statistical Analysis, Clinical Research, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Responsible AI, Pre-Clinical Development, Statistical Methods, Statistical Reporting, Statistical Hypothesis Testing, Gynecology, Research Methodologies, Endocrinology
Skills you'll gain: Data Analysis, Analytics, Data Literacy, Correlation Analysis, Applied Machine Learning, Data Visualization, Machine Learning
Duke University
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, R (Software), Statistics, Data Analysis, Probability & Statistics, Statistical Methods, Statistical Programming, Data Analysis Software, Statistical Software, R Programming, Sampling (Statistics), Probability Distribution
University of California, Santa Cruz
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Statistical Software, Statistical Programming, Statistical Methods, Correlation Analysis, Model Evaluation, Probability Distribution
University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Probability Distribution
Eindhoven University of Technology
Skills you'll gain: Science and Research, Scientific Methods, Research Design, Research, Quantitative Research, Research Methodologies, General Science and Research, Statistical Reporting, Data Literacy, Sample Size Determination, Simulations, Statistical Inference, Statistical Methods, Statistical Analysis, Data Ethics, Computational Thinking, Data Synthesis
University of Michigan
Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Model Evaluation, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Advanced Analytics, Data Analysis, Logistic Regression, Exploratory Data Analysis, Dependency Analysis, Python Programming, Data Visualization Software
Skills you'll gain: Business Analytics, Statistical Software, Data-Driven Decision-Making, Analytical Skills
American Psychological Association
Skills you'll gain: Statistical Hypothesis Testing, Sample Size Determination, Probability & Statistics, Probability Distribution, Statistical Methods, Quantitative Research, Statistical Inference, Statistics, Sampling (Statistics), Statistical Analysis, Probability, Scientific Methods, Data Analysis, Research, Psychology
Skills you'll gain: Exploratory Data Analysis, Logistic Regression, Correlation Analysis, Applied Machine Learning, Model Evaluation, Data Modeling
In summary, here are 10 of our most popular inferential statistics courses
- Probability, Statistical Inference and Regression Analysis:Â Arizona State University
- Engineering Probability and Statistics Part 2:Â Northeastern University
- Statistics, Bioinformatics, and AI in SABV Research:Â University of Colorado System
- Analyze Business Data Using Statistics Foundations:Â EDUCBA
- Inferenzstatistik:Â Duke University
- Bayesian Statistics: Time Series Analysis:Â University of California, Santa Cruz
- Bayesian Statistics: Techniques and Models:Â University of California, Santa Cruz
- Improving Your Statistical Questions:Â Eindhoven University of Technology
- Fitting Statistical Models to Data with Python:Â University of Michigan
- Apply Hypothesis Testing with Minitab for Data Analysis:Â EDUCBA
