Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Skills you'll gain: Tableau Software, Business Intelligence, Data Storytelling, Business Analytics, Data Modeling, Data Visualization Software, Dashboard, Interactive Data Visualization, Data Visualization, Dashboard Creation, Data-Driven Decision-Making, Data Analysis, Data Wrangling, Data Cleansing, Data Preprocessing, Data Transformation, Extract, Transform, Load, Data Integration, Exploratory Data Analysis, Correlation Analysis
Beginner · Course · 1 - 4 Weeks

Yunus Social Business Fund Bengaluru
Skills you'll gain: Finance, Financial Acumen, Financial Analysis, Corporate Finance, Excel Formulas, General Finance, Business Valuation, Financial Planning, Cost Benefit Analysis, Business Mathematics, Decision Making, Microsoft Excel, Entrepreneurial Finance, Social Impact, Spreadsheet Software, Investments, Economics, Policy, and Social Studies, Analytical Skills, Sustainable Business
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Financial Modeling, Market Data, Financial Statement Analysis, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, General Finance, Portfolio Management, Return On Investment, Financial Planning, Business Valuation, Corporate Finance, Mortgage Loans, Excel Formulas, Equities, Investments
Beginner · Specialization · 3 - 6 Months

Yonsei University
Skills you'll gain: Capital Budgeting, Financial Analysis, Return On Investment, Business Valuation, Financial Modeling, Cash Flows, Cash Flow Forecasting, Project Finance, Financial Statement Analysis, Project Estimation, Corporate Finance, Decision Making, Microsoft Excel, Derivatives
Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Decision Making, Creativity, Decisiveness, Talent Management, Communication, Innovation, Creative Thinking, Personal Development, Interpersonal Communications, Curiosity, People Development, Professional Networking, Collaboration, Leadership Development, Leadership Studies, Self-Awareness, Strategic Leadership, Business Leadership, Leadership, Emotional Intelligence
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Health Care Administration, Patient Safety, Healthcare Project Management, Leadership, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance, Accident Prevention, Decision Making, Health Technology, Teamwork, Reliability, Risk Management, Innovation, Problem Solving
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Customer Retention, Predictive Analytics, Customer Insights, Data-Driven Decision-Making, Predictive Modeling, Personalized Service, Marketing Strategies, Customer Acquisition Management, Customer experience improvement, Personalized Campaigns, Customer Engagement, Strategic Marketing, Marketing Strategy and Techniques, Consumer Behaviour
Beginner · Course · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Public Health and Disease Prevention, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling, Vulnerability
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Tableau Software, Report Writing, Data Visualization Software, Dashboard, Data Visualization, Data Analysis, Data-Driven Decision-Making, Dashboard Creation, Data Presentation, Ad Hoc Reporting, Interactive Data Visualization, Microsoft Excel, Data Manipulation, Data Sharing, Microsoft PowerPoint, Data Management, Decision Making, Productivity Software, Microsoft Office
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Business Ethics, Courage, Ethical Standards And Conduct, Decision Making, Leadership Studies, Professionalism, Engineering Management, Personal Integrity, Organizational Leadership, Technical Management, Ancient History, Human Development, Liberal Arts, Business Management, Culture, Business Leadership, Leadership, Anthropology, Social Sciences, Leadership Development
Build toward a degree
Beginner · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: Performance Metric, Performance Analysis, Performance Measurement, Customer Demand Planning, Dashboard, Market Opportunities, Business Metrics, Decision Making, Strategic Decision-Making, Agile Methodology, Real Time Data, Management Reporting, Business Intelligence, Organizational Effectiveness, Business Leadership, Data-Driven Decision-Making, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Working Capital, Financial Statement Analysis, Portfolio Risk, Business Ethics, Portfolio Management, Cash Management, Financial Statements, Financial Analysis, Ethical Standards And Conduct, Law, Regulation, and Compliance, Investment Management, Business Valuation, Regulation and Legal Compliance, Financial Management, Business Risk Management, Risk Modeling, Cash Flows, Strategic Decision-Making, Governance, Environmental Social And Corporate Governance (ESG)
Beginner · Course · 1 - 3 Months