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.

Stanford University
Skills you'll gain: Philanthropy, Fundraising, Resource Utilization, Community Development, Program Evaluation, Lifelong Learning, Strategic Decision-Making, Professional Networking, Social Media, Planning, Research
Mixed · Course · 1 - 3 Months

Emory University
Skills you'll gain: Data Cleansing, Lean Six Sigma, Six Sigma Methodology, Consulting, Problem Solving, Management Consulting, Data Quality, Analytical Skills, Complex Problem Solving, Business Consulting, Data-Driven Decision-Making, Data Analysis, Data Collection, Consultative Approaches, Project Scoping, Client Services
Beginner · Course · 1 - 3 Months

Rice University
Skills you'll gain: Business Economics, Market Dynamics, Economics, Game Theory, Supply And Demand, Operating Cost, Cost Benefit Analysis, Market Analysis, Consumer Behaviour, Policty Analysis, Research, and Development, Decision Making
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Project Management, Data Management, Data Science, Data-Driven Decision-Making, Data Presentation, Technical Communication, Project Implementation, Data Analysis, Team Building, Team Management, Solution Delivery, Cross-Functional Team Leadership, Leadership
Mixed · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Interpersonal Communications, Social Skills, Negotiation, Communication, Assertiveness, Strategic Decision-Making, Emotional Intelligence, Business Communication, Constructive Feedback, Empathy, Active Listening, Conflict Management, Verbal Communication Skills, Cultural Diversity, Relationship Building, Employee Performance Management, Strategic Thinking, Leadership, Communication Strategies, Collaboration
Advanced · Specialization · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Decision Making, Time Management, Productivity, Leadership, Conflict Management, Team Leadership, Organizational Leadership, Organizational Skills, Interpersonal Communications, Strategic Decision-Making, Innovation, Change Management, Teamwork, Business Leadership, Strategic Leadership, Communication, Crisis Management, Relationship Building, Delegation Skills, Creativity
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Agile Methodology, Product Strategy, Product Design, Market Analysis, Target Market, Stakeholder Communications, Portfolio Management, Data-Driven Decision-Making, Decision Making, Data Analysis, Technical Communication, Communication, Innovation, Complex Problem Solving, Key Performance Indicators (KPIs), Prioritization
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Market Research, Analytical Skills, Data Collection, Data-Driven Decision-Making, Market Analysis, Marketing, Business Research, Quantitative Research, Data Analysis, Customer Insights, Market Trend, Consumer Behaviour, Trend Analysis, Competitive Analysis, Strategic Decision-Making
Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Revenue Management, Competitive Analysis, Stakeholder Communications, Hospitality Management, Hotel Operations, Financial Analysis, Strategic Planning, Presentations, Case Studies, Business Planning, Brand Management, Market Analysis, Profit and Loss (P&L) Management, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computational Thinking, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Analysis, Data Cleansing, Microsoft Excel, Data Manipulation, Data Transformation, Data Quality, Excel Formulas
Intermediate · Guided Project · Less Than 2 Hours
University of Pennsylvania
Skills you'll gain: Finance, Capital Budgeting, Financial Modeling, Financial Analysis, Return On Investment, Financial Management, Corporate Finance, Financial Forecasting, Business Mathematics, Cash Flows, Decision Making, Loans
Mixed · Course · 1 - 4 Weeks