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.

Yunus Social Business Fund Bengaluru
Skills you'll gain: Business Valuation, Return On Investment, Finance, Financial Analysis, Business Risk Management, Capital Budgeting, Risk Analysis, Environmental Social And Corporate Governance (ESG), Financial Modeling, Portfolio Management, Corporate Finance, Cash Flows, Decision Making, Probability & Statistics
Beginner · Course · 1 - 3 Months

IESE Business School
Skills you'll gain: Corporate Communications, Crisis Management, Strategic Communication, Media Relations, Stakeholder Communications, Public Relations, Business Communication, Press Releases, Business Ethics, Communication, Interviewing Skills, Conflict Management, Public Speaking, Decision Making
Beginner · Course · 1 - 4 Weeks

ESSEC Business School
Skills you'll gain: Crisis Management, Performance Management, Contingency Planning, Business Continuity, Emergency Response, Business Continuity Planning, Risk Management, Organizational Change, Organizational Effectiveness, Communication, Decision Making
Beginner · Course · 1 - 3 Months

IIMA - IIM Ahmedabad
Skills you'll gain: Digital Transformation, Innovation, Business Transformation, Organizational Strategy, Artificial Intelligence, Technology Strategies, Organizational Change, Industrial and Organizational Psychology, Decision Making
Beginner · Course · 1 - 3 Months
Rice University
Skills you'll gain: Portfolio Management, Asset Management, Investments, Wealth Management, Financial Market, Simulation and Simulation Software, Performance Analysis, Market Trend, Financial Analysis, Risk Analysis, Financial Forecasting, Case Studies, Decision Making, Peer Review, Forecasting
Mixed · Course · 1 - 3 Months

London Business School
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Business Ethics, Business Leadership, Strategic Leadership, Business Strategy, Stakeholder Management, Decision Making, Performance Measurement, Influencing, Innovation
Intermediate · Course · 1 - 3 Months
Stanford University
Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Financial Trading, Asset Management, Mobile Banking, Consumer Lending, Banking, Financial Regulation, Investment Management, Digital Assets, Risk Management, Data-Driven Decision-Making
Mixed · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Operational Efficiency, Peer Review, Marketing Analytics, Marketing Strategies, Data Analysis, Marketing, Performance Measurement, Operations, Strategic Decision-Making, Analysis, Business Strategies, Digital Advertising, Presentations, Problem Management, Advertising
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Predictive Modeling, Regression Analysis, Microsoft Excel, Forecasting, Pivot Tables And Charts, Data Transformation, Trend Analysis, Predictive Analytics, Data Cleansing, Statistical Methods, Performance Metric
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Robotic Process Automation, Data Mapping, Artificial Intelligence, Graph Theory, Automation, Planning, Algorithms, Embedded Software, Real-Time Operating Systems, Computer Programming, Mechanics, Computer Vision, Computer Science, Simulation and Simulation Software, Control Systems, Global Positioning Systems, Programming Principles, Engineering, Linear Algebra, Design
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Spreadsheet Software, Business Reporting, Data Visualization, Productivity Software, Data Management, Computer Literacy
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Scikit Learn (Machine Learning Library), Tensorflow, Cloud Computing, Classification And Regression Tree (CART), Supervised Learning, Applied Machine Learning, Machine Learning Methods, Python Programming, Pandas (Python Package), Data Science, Machine Learning, Data Visualization, Data Processing
Intermediate · Guided Project · Less Than 2 Hours