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.
Sungkyunkwan University
Skills you'll gain: Data Processing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Investments, Machine Learning Algorithms, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Predictive Modeling, Decision Tree Learning, Random Forest Algorithm, Asset Management
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Gmail, Google Docs, Google Sheets, Google Workspace, Calendar Management, Spreadsheet Software, Presentations, File Management, Excel Formulas, Excel Macros, Data Visualization, Setting Appointments, Productivity Software, Version Control, Document Management, Meeting Facilitation, Project Schedules, Collaborative Software, Email Security, Email Automation
Beginner · Specialization · 3 - 6 Months

University of California, Santa Cruz
Skills you'll gain: Professional Networking, Positivity, Design Thinking, Decision Making, Relationship Building, Professional Development, Creative Thinking, Interviewing Skills, Optimism, Self-Awareness, Negotiation, Personal Development, Emotional Intelligence, Goal Setting
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability, Diversity Awareness, Critical Thinking, Advocacy, Leadership, Self-Awareness
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Land Management, Legal Risk, Financial Analysis, Decision Making, Sustainability Standards, Property and Real Estate, Risk Management, Business Risk Management, Policty Analysis, Research, and Development, Lease Contracts, Environment and Resource Management, Production Process, Cash Flows
Intermediate · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Project Risk Management, Risk Management, Risk Analysis, Risk Mitigation, Continuous Monitoring, Project Management, Decision Making, Prioritization
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Data Synthesis, Data Storytelling, Presentations, Marketing, Data Visualization Software, Market Research, Social Media Marketing, Microsoft PowerPoint, Advertising, Customer Insights, Data Analysis, Verbal Communication Skills, Target Audience, Strategic Marketing, Market Analysis, Digital Marketing
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Interviewing Skills, Job Analysis, Data-Driven Decision-Making, Recruitment, Diversity and Inclusion, Talent Acquisition, Performance Measurement, Decision Making, Communication
Beginner · Course · 1 - 4 Weeks

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

Emory University
Skills you'll gain: Business, Market Dynamics, Supply Chain Management, Business Strategy, Logistics Management, Business Economics, Strategic Thinking, Marketing, Competitive Analysis, Profit and Loss (P&L) Management, Value Propositions, Decision Making, Strategic Decision-Making, Market Analysis
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Active Listening, Social Skills, Relationship Building, Professionalism, Influencing, Professional Development, Interpersonal Communications, Empathy, Conflict Management, Decision Making, Cognitive flexibility, Constructive Feedback, Critical Thinking, Communication Strategies, Communication, Problem Solving, Business Ethics, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Northwestern University
Skills you'll gain: Data-Driven Decision-Making, Strategic Sourcing, Operational Analysis, Operations Management, Business Operations, Capacity Planning, Supply Chain, Competitive Analysis, Strategic Decision-Making, Business Strategy, Supplier Relationship Management, Case Studies, Return On Investment, Planning, Financial Analysis
Mixed · Course · 1 - 3 Months