Statistical analysis courses can help you learn data collection methods, hypothesis testing, regression analysis, and data visualization techniques. You can build skills in interpreting results, making predictions, and drawing conclusions from data sets. Many courses introduce tools such as R, Python, and Excel, that support performing statistical computations and creating visual representations of data.

Skills you'll gain: Supervised Learning, Model Evaluation, Classification Algorithms, Model Training, Machine Learning Methods, Applied Machine Learning, Matlab, Statistical Machine Learning, Regression Analysis, Model Optimization, Data Preprocessing, Predictive Modeling, Machine Learning, Feature Engineering, Data Validation
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Corporate Sustainability, Stakeholder Management, Stakeholder Analysis, Cultural Sensitivity, Decision Making, Sustainable Business, Cultural Diversity, Culture, International Relations
Beginner · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Self-Awareness, Research, Personal Development, Higher Education, Planning, Strategic Planning, Decision Making, Organizational Skills
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Design Elements And Principles, Graphic Design, Graphic and Visual Design Software, Graphic and Visual Design, Visual Storytelling, Design Software, Design, Storytelling, Layout Design, Adobe InDesign, Color Theory, Adobe Photoshop
Beginner · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Demography, Market Trend, Trend Analysis, International Relations, International Finance, Socioeconomics, Social Sciences, Economics, Policy, and Social Studies, Political Sciences, Financial Systems, World History, Economic Development, Economics, Business Economics, Consumer Behaviour, Financial Policy, Public Safety and National Security, Governance
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Goal Setting, Cash Flows, Budgeting, Smart Goals, Tax, Cash Management, Budget Management, Financial Planning, Tax Planning, Financial Analysis, Income Tax, General Finance, Credit Risk, Expense Management, Balance Sheet, Decision Making, Self-Awareness
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Key Performance Indicators (KPIs), Power BI, Dashboard Creation, Dashboard, Data Visualization, Interactive Data Visualization, Data Storytelling, Performance Metric, Business Metrics, Data Visualization Software, Data Import/Export, Regional Sales, Sales
Beginner · Guided Project · Less Than 2 Hours

New York University
Skills you'll gain: Supervised Learning, Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Machine Learning, Machine Learning Software, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Market Data, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Model Optimization, Statistical Modeling, Simulations, Statistical Inference, Mathematical Modeling, Design Strategies, Model Evaluation
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Product Lining, Communication Planning, Product Strategy, Marketing, Product Assortment, Integrated Marketing Communications, Strategic Marketing, Marketing Management, Product Lifecycle Management, Product Planning, Marketing Planning, Marketing Communications, Advertising, Marketing Strategies, Marketing Channel, Advertising Campaigns, Consumer Behaviour, Promotional Strategies, Market Opportunities, Writing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Management Framework, Risk Analysis, Risk Management, Portfolio Risk, Case Studies, Stakeholder Engagement, Business Risk Management, Stakeholder Management, Governance Risk Management and Compliance, Corporate Sustainability, Investment Management, Portfolio Management, Financial Data, Investments, Financial Analysis, Sustainable Business, Finance, Market Data, Performance Measurement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Spark, PySpark, Applied Machine Learning, Big Data, Machine Learning Methods, Data Storage Technologies, Statistical Machine Learning, Data Preprocessing, Data Storage, Data Pipelines, Machine Learning Algorithms, Machine Learning, Data Processing, Data Science, Model Evaluation, Descriptive Statistics
Intermediate · Course · 1 - 4 Weeks