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.

Coursera
Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Motivational Skills, Organizational Leadership, Accountability, Visionary, Leadership Development, Workplace inclusivity, Decision Making, Communication, Team Building, AI Enablement, Team Leadership, Leadership and Management, Culture Transformation, Diversity and Inclusion, Cross-Functional Team Leadership
Beginner · Specialization · 1 - 3 Months

London Business School
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Corporate Strategy, Business Ethics, Social Impact, Business Leadership, Decision Making, Stakeholder Engagement, Innovation
Intermediate · Course · 1 - 3 Months
Emory University
Skills you'll gain: Probability Distribution, Marketing Analytics, Probability, Microsoft Excel, Statistics, Statistical Modeling, Forecasting, Decision Making, Simulation and Simulation Software, Insurance and Warranty Claims Processing, Risk Analysis
Intermediate · Course · 1 - 4 Weeks

ESADE Business and Law School
Skills you'll gain: Succession Planning, Business Management, Systems Thinking, Governance, Relationship Management, Business Systems, Organizational Development, Risk Analysis, Communication, Leadership, Business Modeling, Industrial and Organizational Psychology, Business Analysis, Human Resources, Case Studies, Decision Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Requirements Elicitation, User Story, Business Requirements, Business Analysis, Requirements Analysis, Financial Analysis, Requirements Management, Business Process Modeling, Stakeholder Engagement, Interviewing Skills, Analysis, Stakeholder Communications, Collaboration, Project Scoping, Verification And Validation, Communication
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Market Dynamics, Business Economics, Economics, Business Operations, Supply And Demand, Price Negotiation, Business Strategy, Market Analysis, Competitive Analysis, Consumer Behaviour, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Team Management, Team Leadership, Leadership and Management, Business Leadership, Leadership, Leadership Development, Adaptability, People Management, Performance Management, Cognitive flexibility, Employee Engagement, Change Management, Self-Awareness, Emotional Intelligence, Coaching
Intermediate · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Machine Learning Methods, Model Evaluation, Data Literacy, Artificial Neural Networks, Algorithms
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Analytics, Data Analysis, Business Intelligence, Analytical Skills, Business Analysis, Advanced Analytics, Data-Driven Decision-Making, Trend Analysis, Predictive Analytics, Data Strategy, Data Warehousing, Data Science
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Program Management, Organizational Strategy, Risk Management, Project Management Life Cycle, Project Management, Benefits Administration, Business Planning, Resource Management, Portfolio Management, Stakeholder Management, Change Management, Decision Making
Beginner · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Workplace inclusivity, Talent Recruitment, Cultural Diversity, New Hire Orientations, Diversity Marketing, Process Development, Relationship Building, Human Resources, Brand Awareness, Talent Management, Consultative Approaches, Customer experience strategy (CX), Collaboration, Personalized Service, Teamwork, Leadership and Management, Time Management, Decision Making, Communication, Critical Thinking
Intermediate · Specialization · 3 - 6 Months
University of Virginia
Skills you'll gain: Price Negotiation, Market Dynamics, Product Strategy, Strategic Marketing, Presentations, Consumer Behaviour, Cost Accounting, Competitive Analysis, Market Research, Business Strategy, Market Analysis, Microsoft PowerPoint, Value Propositions, Case Studies, Market Share, B2B Sales
Intermediate · Course · 1 - 4 Weeks