Analysis courses can help you learn data interpretation, statistical methods, and predictive modeling. You can build skills in critical thinking, data visualization, and hypothesis testing. Many courses introduce tools like Excel, R, and Python, that support analyzing datasets and automating processes. You'll also explore key topics such as regression analysis, time series forecasting, and data mining techniques, equipping you to make informed decisions based on quantitative insights.

University of Toronto
Skills you'll gain: ArcGIS, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Data Mapping, File Management
★ 4.8 (2.3K) · Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: UI/UX Research, Surveys, Qualitative Research, User Experience Design, User Experience, Usability Testing, User Research, Design Research, User Story, Prototyping, Wireframing, User Centered Design, Survey Creation, User Interface and User Experience (UI/UX) Design, Interaction Design, Interactive Design, Ideation, A/B Testing, Conceptual Design, Persona (User Experience)
★ 4.7 (2.3K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Databricks, Dashboard, Star Schema, Dashboard Creation, Snowflake Schema, Data Lakes, SQL, Interactive Data Visualization, Database Administration, Business Intelligence, Data Modeling, Data Architecture, Data Warehousing, Data Import/Export, Query Languages, Data Analysis, Data Governance, Data Access, Extract, Transform, Load, Data Security
Intermediate · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Plan Execution, Strategic Planning, Organizational Strategy, Business Strategy, Data-Driven Decision-Making, Business Planning, Strategic Leadership, Strategic Decision-Making, Strategic Thinking, Governance, Analysis, Enterprise Architecture, Organizational Structure
★ 4.7 (910) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, IT Security Architecture, Security Architecture Review, Application Security, Application Design, DevSecOps, Cryptographic Protocols, Cryptography, Cloud Security, Threat Modeling, Hardening, Security Controls, Infrastructure Security, Authentications, Vulnerability Assessments, Data Access, Risk Analysis, Risk Management, Supply Chain
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Performance Metric, Data Cleansing, Data Modeling, Analytics, Data Analysis, Data Visualization, Exploratory Data Analysis, Data Quality, Data Manipulation, Generative AI, Data Collection, Data Management, Marketing
★ 4.8 (1.1K) · Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Matplotlib, Data Visualization, Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Data Presentation, Data Literacy, Graphing, Graphic and Visual Design, Data Manipulation, Python Programming
★ 4.5 (6.3K) · Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming
★ 4.7 (589) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Equities, Private Equity, Business Valuation, Cash Flows, Investment Banking, Risk Analysis, Financial Modeling, Capital Budgeting, Competitive Analysis, Risk Modeling, Financial Analysis, Finance, Investment Management, Portfolio Risk, Analysis, Market Analysis, Working Capital, Risk Management Framework, Estimation, Multi-Factor Authentication
Mixed · Course · 1 - 3 Months

Skills you'll gain: Calculus, Integral Calculus, Model Optimization, Mathematical Software, Applied Mathematics, NumPy, Scientific Visualization, Algebra, Numerical Analysis, Applied Machine Learning, Programming Principles, Mathematical Modeling, Machine Learning Methods, Python Programming, Mathematical Theory & Analysis, Graphing, Data Science, Advanced Mathematics, Plot (Graphics), Derivatives
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Analytics, Dashboard Creation, A/B Testing, Prompt Engineering, Dashboard, Data Storytelling, Customer Retention, Data Presentation, Customer Relationship Management (CRM) Software, Performance marketing, Paid media, Email Marketing, Web Analytics, Data-Driven Marketing, Marketing Budgets, Forecasting, Marketing Analytics, Generative AI, Marketing Effectiveness, Performance Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Visualization, Exploratory Data Analysis, Interactive Data Visualization, Statistical Visualization, Scientific Visualization, Data Presentation, IBM Cognos Analytics, Data Storytelling, Data Analysis, Dashboard Creation, Data Visualization Software, Dashboard, Jupyter, Statistical Reporting, Scatter Plots, Analytics, Box Plots, Looker (Software), Data Wrangling, Data Collection
★ 4.7 (1.3K) · Advanced · Course · 1 - 3 Months