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.

Fundação Lemann
Skills you'll gain: Strategic Planning, Action Oriented, Strategic Leadership, Organizational Strategy, Leadership and Management, Education and Training, Strategic Thinking, Performance Metric, Quality Management, Analysis, Community Development, Program Evaluation, Data-Driven Decision-Making
Mixed · Course · 1 - 3 Months

Hult International Business School
Skills you'll gain: Responsible AI, AI Product Strategy, Business Leadership, Organizational Leadership, Initiative and Leadership, Stakeholder Management, Productivity, Operational Efficiency, Design Thinking, Decision Making, Agile Project Management, Strategic Planning, Change Management, Cross-Functional Collaboration
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Delegation Skills, Goal Setting, Prioritization, Risk Management, Scheduling, Time Management, Resource Management, Productivity, Organizational Skills, Personal Development, Expectation Management, Professional Development, Decision Making
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: File Systems, Operating Systems, Data Integrity, Debugging, Systems Design, Distributed Computing, Data Storage, C (Programming Language), System Programming, Computer Systems, Command-Line Interface, Data Security, Computer Hardware, Scalability, Version Control
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Teamwork, Cross-Functional Collaboration, Cross-Functional Team Leadership, Personal Development, Self-Awareness, Leadership, Business Leadership, Active Listening, Empathy, Strategic Leadership, Business Transformation, Crisis Management, Overcoming Obstacles, Adaptability, Decision Making
Beginner · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Communication, Public Speaking, Resilience, Personal Development, Professional Development, Emotional Intelligence, Mentorship, Branding, Self-Awareness, Leadership, Empathy, Leadership and Management, Social Media, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Cleansing, Data Processing, Pandas (Python Package), Applied Machine Learning, Data Import/Export, Classification And Regression Tree (CART), Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Machine Learning, Supervised Learning, Machine Learning Algorithms
Intermediate · Guided Project · Less Than 2 Hours

IE Business School
Skills you'll gain: Financial Policy, Economics, Economic Development, Economics, Policy, and Social Studies, Public Policies, Tax, Policy Analysis, International Finance, Business Economics, Fiscal Management, Growth Strategies, Decision Making
Mixed · Course · 1 - 3 Months

Rutgers the State University of New Jersey
Skills you'll gain: Business Ethics, Data Ethics, Responsible AI, Case Studies, Risking, Governance, Regulatory Requirements, Compliance Management, Law, Regulation, and Compliance, Artificial Intelligence, Accountability, Information Privacy, Business Strategies, Decision Making, Generative AI, Social Justice
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Front-End Web Development, Debugging, Programming Principles, Computational Thinking, GitHub, Pseudocode, Version Control, Git (Version Control System), Integrated Development Environments, Microsoft Copilot, Algorithms, Program Development, Computer Programming, Web Development, C# (Programming Language), Software Engineering, Data Structures
Beginner · Course · 1 - 3 Months

University of Glasgow
Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Strategic Decision-Making, Leadership, Business Leadership, Leadership Development, Leadership and Management, Organizational Change, Big Data, Data Management, Analytical Skills, Agile Methodology
Intermediate · Course · 1 - 4 Weeks

National Academy of Sports Medicine
Skills you'll gain: Nutrition Education, Nutritional Assessment, Nutrition and Diet, Patient Education And Counseling
Beginner · Course · 1 - 4 Weeks