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.

Dartmouth College
Skills you'll gain: Decision Making, Decisiveness, Self-Awareness, Emotional Intelligence, Critical Thinking, Behavioral Economics, Problem Solving, Leadership Development, Analysis, Goal Setting, Strategic Leadership, Growth Mindedness, Business Strategy, Overcoming Obstacles, Mitigation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Budget Management, Cost Accounting, Internal Auditing, Financial Reporting, Financial Statement Analysis, Financial Statements, Internal Controls, Auditing, Budgeting, Variance Analysis, Cost Control, Financial Forecasting, Performance Measurement, Performance Reporting, Financial Data, Business Process Reengineering, Big Data, Analytics, Financial Management, Business
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Operations Research, Operational Efficiency, Transportation Operations, Business Operations, Resource Utilization, Operations, Process Optimization, Scheduling, Operations Management, Operational Performance Management, Resource Allocation, Project Schedules, Transportation, Supply Chain, and Logistics, Analytical Skills, Resource Planning, Logistics Management, Timelines, Logistics, Finance, Research
Mixed · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, Business Ethics, Strategic Thinking, Decision Making, Analytical Skills, Problem Solving, Strategic Decision-Making, Ethical Standards And Conduct, Analysis, Self-Awareness, Open Mindset
Intermediate · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Decision Making, Decision Intelligence, Psychology, Critical Thinking, Social Sciences, Interpersonal Communications, Diversity Awareness, Persuasive Communication
Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Algorithms, Decision Intelligence, Markov Model, Deep Learning, Applied Machine Learning, Statistical Methods, Sampling (Statistics)
Intermediate · Course · 1 - 3 Months

University of Cambridge
Skills you'll gain: Human Development, Psychology, Neurology, Decision Intelligence, Psychiatry, Mental and Behavioral Health Specialties, Child Development, Mental Health Diseases and Disorders, Anatomy, Physiology, Biology
Mixed · Course · 1 - 3 Months

Skills you'll gain: Negotiation, Trustworthiness, Influencing, Stakeholder Engagement, Leadership and Management, Stakeholder Management, Analytical Skills, Analysis, Leadership, Cooperation, Supervision, Conflict Management, Collaboration, Team Leadership, Communication, Critical Thinking, Team Collaboration, Case Studies, Decision Making, Relationship Building
Intermediate · Course · 1 - 4 Weeks

28DIGITAL
Skills you'll gain: Blockchain, Technology Strategies, Cloud-Based Integration, Business Transformation, FinTech, Value Propositions, Business Risk Management, Digital Transformation, Enterprise Architecture, Ledgers (Accounting), Distributed Computing, Payment Systems
Beginner · Course · 1 - 4 Weeks

Yunus Social Business Fund Bengaluru
Skills you'll gain: Cash Flows, Cash Flow Forecasting, Financial Analysis, Decision Making, Risk Analysis, Business Valuation, Risk Management Framework, Strategic Decision-Making, Cost Benefit Analysis, Social Impact, Capital Budgeting, Finance, Stakeholder Analysis, Economics, Policy, and Social Studies, Business Acumen
Beginner · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Statistics, Microsoft Excel, Excel Formulas, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Statistical Analysis, Process Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Probability & Statistics, Statistics, Data-Driven Decision-Making, Probability, Probability Distribution, Estimation, Business Analytics, Data Analysis, Statistical Methods, Analytics, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Correlation Analysis, Variance Analysis
Mixed · Course · 1 - 4 Weeks