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: Strategic Leadership, Business Leadership, Leadership, Organizational Leadership, Leadership Development, Strategic Decision-Making, Culture Transformation, Accountability, Strategic Thinking, Organizational Change, Business Strategy, Compensation Management, Change Management, Company, Product, and Service Knowledge, Industrial and Organizational Psychology, Case Studies
Beginner Ā· Course Ā· 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Diversity Training, Workplace inclusivity, Talent Recruitment, Diversity Programs, New Hire Orientations, Process Improvement, 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 Ā· Specialization Ā· 3 - 6 Months

McMaster University
Skills you'll gain: Lifelong Learning, Adaptability, Willingness To Learn, Mentorship, Learning Strategies, Growth Mindedness, Open Mindset, Productivity, Cognitive flexibility, Stress Management, Time Management, Personal Development, Professional Development, Resourcefulness, Learning Styles, Creativity, Decision Making, Emotional Intelligence, Goal Setting
Beginner Ā· Course Ā· 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Supply Chain Management, Supply Chain, Inventory Management System, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Supplier Management, Logistics, Business Metrics, Cost Reduction, Performance Measurement, Business Technologies, Forecasting, Demand Planning, Risk Mitigation
Beginner Ā· Course Ā· 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Prioritization, Self-Awareness, Decision Making, Personal Development, Resourcefulness, Goal Setting, Research
Beginner Ā· Course Ā· 1 - 3 Months

University of Rochester
Skills you'll gain: Innovation, Commercialization, Prioritization, New Product Development, Strategic Prioritization, Entrepreneurship, New Business Development, Market Opportunities, Decision Making
Beginner Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Prompt Engineering, Data Processing, Microsoft Excel, Data Manipulation, Microsoft Copilot, Data Wrangling, Data Quality, Data Transformation, Data Integrity, Data Validation, Excel Formulas, Data Analysis
Beginner Ā· Course Ā· 1 - 3 Months

The University of Melbourne
Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Modeling, Financial Management, Financial Data, Investment Management, Strategic Decision-Making, Corporate Finance, Market Data, Risk Analysis, Business Valuation, Market Trend, Capital Markets
Mixed Ā· Course Ā· 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Team Motivation, Business Ethics, Emotional Intelligence, Leadership and Management, Business Leadership, Decision Making, Waterfall Methodology, Leadership, Self-Motivation, Organizational Leadership, Leadership Development, Initiative and Leadership, Communication, Management Training And Development, Project Design, Strategic Decision-Making, Project Management
Beginner Ā· Course Ā· 1 - 4 Weeks

ESADE Business and Law School
Skills you'll gain: Succession Planning, Governance, Business Management, Systems Thinking, Organizational Development, Business Risk Management, Leadership, Business Systems, Relationship Management, Conflict Management, Communication, Decision Making
Beginner Ā· Course Ā· 1 - 3 Months

National Academy of Sports Medicine
Skills you'll gain: Nutrition Education, Nutrition and Diet, Mindfulness, Self-Awareness, Decision Making, Stress Management, Mental Health
Beginner Ā· Course Ā· 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Business Analysis, Business Strategy, Accounting, Organizational Structure, Organizational Strategy, Strategic Communication, Business Communication, Marketing, Financial Accounting, Marketing Strategies, Innovation, Product Lifecycle Management
Beginner Ā· Course Ā· 1 - 3 Months