Statistics for data analysis courses can help you learn descriptive statistics, inferential statistics, hypothesis testing, and regression analysis. You can build skills in data visualization, interpreting results, and making data-driven decisions. Many courses introduce tools like R, Python, and Excel, that support performing statistical analyses and creating visual representations of data.

University of Colorado Boulder
Skills you'll gain: Matplotlib, Plotly, Seaborn, Data Visualization Software, Data Visualization, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Scatter Plots, Heat Maps, Data Analysis
Intermediate · Course · 1 - 3 Months
Skills you'll gain: LinkedIn, Data Analysis, Data Analysis Software, Data Processing, Spreadsheet Software, Case Studies, Analytics, Analytical Skills, Interviewing Skills, AI Enablement, Data Visualization Software, Artificial Intelligence, Portfolio Management, Data Presentation, Data Cleansing, Data Visualization, Presentations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Google Cloud Platform, Quality Assurance, Data Modeling, Data Compilation, Statistical Reporting, Interactive Data Visualization, MLOps (Machine Learning Operations), Model Deployment, Data Quality, Database Development, Applied Machine Learning, Data Maintenance, Cloud Security, Machine Learning
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Looker (Software), Responsible AI, Data Lakes, Data Storytelling, Cloud Infrastructure, Data Governance, Gemini, Data Visualization, Interactive Data Visualization, Data Presentation, Data Architecture, Data Pipelines, Data Visualization Software, Dashboard, Data Management, Google Gemini, Dashboard Creation, Data Infrastructure, Cloud Storage, Identity and Access Management
Beginner · Professional Certificate · 3 - 6 Months
University of Michigan
Skills you'll gain: Data Quality, Data Collection, Data Validation, Data Analysis, Data Processing, Data Access, Statistical Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Portfolio Risk, Accounting, Investments, Investment Management, Risk Analysis, Return On Investment, Fund Accounting, Financial Analysis, Equities, Tax Management, Wealth Management, Finance, Performance Analysis, Performance Measurement, Asset Management, Risk Management, Capital Markets, Benchmarking
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: NumPy, Debugging, Pandas (Python Package), Statistics, Correlation Analysis, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Data Wrangling, Data Preprocessing, LLM Application, Data-oriented programming, Program Development, Code Reusability, Numerical Analysis, Critical Thinking
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Quantitative Research, Analysis, Research Methodologies, Data Analysis, Data Collection, Data Quality, Research Design, Data Transformation, Statistical Analysis, Data Literacy, Data Modeling, Data Validation, Mitigation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Big Data, Data Processing, Data Analysis, Analysis
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Data Modeling, Data Infrastructure, Data Store, Data Architecture, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Database Management, Database Software, Data Processing, Apache Hadoop, Query Languages, Relational Databases, Data Structures, Virtual Environment
Mixed · Course · 1 - 3 Months

Skills you'll gain: Mergers & Acquisitions, Financial Modeling, Business Valuation, Financial Statement Analysis, Cash Flow Forecasting, Investment Banking, Financial Statements, Cash Flows, Financial Forecasting, Financial Reporting, Working Capital, Financial Analysis, Financial Data, Balance Sheet, Finance, Corporate Finance, Loans
Mixed · Course · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Risk Management, Portfolio Management, Investment Management, Hedge Accounting, Risk Analysis, Credit Risk, Futures Exchange, Financial Trading, Investments, Financial Market, International Finance, Securities Trading, Mergers & Acquisitions, Market Opportunities, Fund Accounting, Market Analysis, Trend Analysis
Mixed · Course · 1 - 4 Weeks