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.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Graduate Certificate · 6 - 12 Months

University of Illinois at Urbana-Champaign
Skills you'll gain: Mergers & Acquisitions, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Storytelling, Marketing Planning, Product Lining, Virtual Teams, Financial Accounting, Data Visualization, Data-Driven Marketing, Diversity Marketing, Statistics, Safety Culture, Digital Brand Strategy, Negotiation, Health Systems, Emerging Technologies, Cash Flows, Diversity and Inclusion
Graduate Certificate · 6 - 12 Months

O.P. Jindal Global University
Skills you'll gain: Sensory Systems Analysis, Scientific Methods, Social Sciences, Psychology, Human Development, Environmental Policy, Human Learning, Environmental Issue, Interpersonal Communications, Habit Formation, Social Skills, Research Design, Childhood Education and Development, Research, Behavioral Economics, Sustainable Development, Empathy, Overcoming Obstacles, Emotional Intelligence, Sampling (Statistics)
Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Web Analytics, Culture Transformation, Financial Statement Analysis, Predictive Modeling, Organizational Leadership, Digital Transformation, Market Dynamics, Capital Budgeting, Design Thinking, Descriptive Statistics, Game Theory, Business Strategy, Product Lifecycle Management, Microsoft Excel
Degree · 1 - 4 Years

Georgetown University
Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Surveys, Business Strategy, Competitive Intelligence, Design Thinking, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, Leadership Studies, International Relations, Supplier Risk Management
Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Application, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation
Degree · 1 - 4 Years

Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Improvement, Lean Methodologies, Kaizen Methodology, Lean Six Sigma, Process Capability, Six Sigma Methodology, Risk Analysis, Process Improvement and Optimization, Quality Improvement, Process Analysis, Statistical Analysis, Statistical Methods, Continuous Improvement Process, Quality Assessment, Risk Management, Quality Monitoring, Business Process, Continuous Quality Improvement (CQI)
★ 5 (11) · Intermediate · Course · 1 - 4 Weeks