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.

Skills you'll gain: Data Validation, Extract, Transform, Load, Test Case, Consolidation, Data Integrity, Data Integration, Data Transformation, Data Pipelines, Query Languages, SQL, Analytics
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Working Capital, Financial Statement Analysis, Financial Statements, Financial Analysis, Financial Data, Balance Sheet, Income Statement, Cash Flows, Financial Modeling, Return On Investment, Accounts Payable and Receivable, Risk Analysis, Market Analysis, Accounts Receivable, Business Risk Management, Private Equity, Performance Measurement, Operational Efficiency, Microsoft Excel, Lease Contracts
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data-Driven Decision-Making, Data-Driven Marketing, Spreadsheet Software, Campaign Management, Marketing Channel, Microsoft Excel, Looker (Software), Marketing Analytics, Data Storytelling, Data Quality, Data Cleansing, Performance Reporting, Snowflake Schema, Excel Formulas, Pivot Tables And Charts, Data Visualization, Key Performance Indicators (KPIs), Data Modeling, SQL, Business Intelligence
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Market Research, Consumer Behaviour, Customer Analysis, Business Research, Customer Insights, Strategic Marketing, Marketing, Market Analysis, Data-Driven Marketing, Marketing Analytics, Target Market, Product Planning, Case Studies, Target Audience, Analysis, Data-Driven Decision-Making, Data Analysis, Decision Making, Simulation and Simulation Software, Data Collection
Mixed · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Feature Engineering, Unsupervised Learning, Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Science, Model Evaluation, Machine Learning Methods, R Programming, Data Analysis, Model Training, SQL, Python Programming
Intermediate · Specialization · 3 - 6 Months

EDHEC Business School
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Financial Modeling, Return On Investment, Risk Modeling, Estimation, Statistical Methods, Bayesian Statistics, Python Programming, Risk Analysis, Correlation Analysis, Time Series Analysis and Forecasting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Systems Analysis, Business Analysis, Requirements Management, Requirements Elicitation, Business Analysis Tools, Systems Thinking, Systems Analysis, Feasibility Studies, Business Requirements, Business Systems, Analysis, Quality Assurance, Stakeholder Analysis, System Testing, Business Modeling, Business Solutions, Job Analysis, Business, System Implementation, Job Evaluation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Ansible, Infrastructure as Code (IaC), Configuration Management, Correlation Analysis, CI/CD, Docker (Software), GitHub, Data Strategy, Collaborative Software, Git (Version Control System), Containerization, Cloud Infrastructure, Data Security, Data Pipelines, Version Control, Continuous Deployment, Continuous Integration, Devops Tools, Kubernetes, Scalability
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Google Gemini, Marketing Strategies, Customer Analysis, Gemini, Big Data, Forecasting, Customer Insights, Predictive Analytics, Marketing, Analytics, Data-Driven Marketing, Target Audience, Data Analysis, Marketing Analytics, Sales Prospecting, Revenue Forecasting, Campaign Planning, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Marketing Operations, Information Privacy, General Data Protection Regulation (GDPR), Customer Data Management, Personally Identifiable Information, Law, Regulation, and Compliance, Customer Communications Management, Data Management, Compliance Management, Data Security, Data Mapping, Email Marketing, Risk Analysis, Record Keeping, Document Management, Auditing, Data Integrity, Data Strategy, Data Access, Data Flow Diagrams (DFDs)
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data Cleansing, Marketing Operations, Marketing Analytics, Data Preprocessing, Data Manipulation, Data Quality, Data Transformation, Data Wrangling, Data Synthesis, Data Mapping, Google Analytics, Code Review, Data Validation, Cross-Channel Marketing, Data Integrity, Software Technical Review, Verification And Validation, SQL, Data Modeling, Data Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Tax Compliance, Sales Tax, Tax Management, Compliance Management, Tax Preparation, Regulatory Compliance, Tax, Billing & Invoicing, Tax Returns, Invoicing, Tax Laws, Compliance Auditing, Regulatory Requirements, Auditing, Registration, Payment Systems, E-Commerce
Mixed · Course · 1 - 3 Months