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: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Pandas (Python Package), Data Visualization, Plot (Graphics), Data Manipulation, Statistical Visualization, Data Cleansing, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: PostgreSQL, Relational Databases, Database Design, Database Development, Database Management, SQL, Database Management Systems, Data Integrity, Query Languages, Business Intelligence, People Analytics, Analytics, Data Analysis, Transaction Processing, Data Manipulation, Data Validation, Software Installation
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Risk Modeling, Risk Analysis, Hedge Accounting, Risk Management, Investment Management, Portfolio Management, Risk Management Framework, Performance Stress Testing, Market Liquidity, Investments, Financial Services, Correlation Analysis, Economics, Case Studies, General Finance, Statistical Methods, Simulation and Simulation Software
Mixed · Course · 1 - 3 Months

Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Data Wrangling, Python Programming, Data Transformation
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Software Design Patterns, Software Engineering, Java, Unified Modeling Language, Software Design, Java Programming, Software Architecture, Model View Controller, Programming Principles, Conceptual Design
Build toward a degree
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Financial Statement Analysis, Financial Statements, Credit Risk, Financial Analysis, Portfolio Risk, Market Data, Risk Analysis, Bank Regulations, Securities (Finance), Financial Data, Portfolio Management, Lending and Underwriting, Risk Management, Derivatives, Business Valuation, Financial Market, Investment Management, Financial Regulation, Analytics, Decision Making
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Threat Modeling, Cybersecurity, Malware Protection, Penetration Testing, Cyber Security Assessment, Threat Detection, Threat Management, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Attacks, Exploitation techniques, Mobile Security, Information Systems Security, Computer Security, Network Security, Vulnerability Assessments, Human Factors (Security), Cloud Security, Persistence
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Pivot Tables And Charts, Dashboard Creation, Data Visualization, Spreadsheet Software, Data Presentation, Performance Analysis, Microsoft Excel, Interactive Data Visualization, Sales, Data Transformation, Data Manipulation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Patterns, Prompt Engineering, ChatGPT, Financial Trading, Performance Measurement, Technical Analysis, Decision Intelligence, AI Enablement, Performance Analysis, Securities Trading, Financial Market, AI literacy, Correlation Analysis, Benchmarking, Market Data, Model Optimization, Generative AI, Return On Investment, Statistical Hypothesis Testing, Verification And Validation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Code Review, DevSecOps, Maintainability, Software Quality (SQA/SQC), Software Quality Assurance, Secure Coding, Application Security, Software Technical Review, Continuous Integration, Continuous Deployment, CI/CD, Vulnerability Scanning, Vulnerability Management, Analysis, Cyber Security Assessment, Security Strategy, Cyber Governance, Security Management, Cyber Security Strategy, Security Awareness
Intermediate · Course · 1 - 4 Weeks