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.

University of Illinois Urbana-Champaign
Skills you'll gain: Wealth Management, Finance, Financial Analysis, Case Studies, Financial Planning, Investments, Decision Making, General Finance, Portfolio Management, Behavioral Economics, Investment Management, Private Equity
Beginner · Course · 1 - 4 Weeks

ESSEC Business School
Skills you'll gain: Philanthropy, Fundraising, Social Impact, Socioeconomics, Social Justice, Innovation, Tax, Corporate Sustainability, Program Evaluation, Legal Risk, Public Policies, Economics, Policy, and Social Studies, Social Sciences, Tax Management, Strategic Decision-Making, Governance, European History, Psychology
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Program Management, Risk Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Generative AI, Strategic Decision-Making, Decision Intelligence, Stakeholder Management, AI Integrations, Governance, Benefits Administration
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Financial Statement Analysis, Financial Statements, Operations Management, Financial Analysis, Selling Techniques, Operations, Supply Chain, Business Operations, Operational Efficiency, Sales, Sales Process, Balance Sheet, Business Management, Logistics Management, Marketing, Advertising, Marketing Strategies, Process Design, Business Economics, Lean Methodologies
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Goal Setting, Lifelong Learning, Decision Making, Adult Education, Planning, Student Support and Services, Resourcefulness, Research, Ability To Meet Deadlines, Relationship Building, Organizational Skills
Beginner · Course · 1 - 3 Months

Packt
Skills you'll gain: Change Management, Organizational Change, Organizational Development, Leadership and Management, Business Transformation, Business Leadership, Leadership Development, Organizational Leadership, People Management, Culture Transformation, Continuous Improvement Process, Team Performance Management, Staff Management, Overcoming Objections, Emotional Intelligence, Strategic Planning, Overcoming Obstacles, Drive Engagement, Employee Engagement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Analytics, Dashboard, Dashboard Creation, Data-Driven Marketing, Data Presentation, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Marketing Strategies, Predictive Analytics, Marketing, Data Visualization Software, Market Data, Data Analysis, Forecasting, Data Collection, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Knowledge Accelerators
Skills you'll gain: Data Presentation, Data Entry, Data Processing, Data Science, Organizational Skills, Business Analytics, Data Management, Business Intelligence, Microsoft 365, Productivity Software, Record Keeping, Customer Data Management, Productivity, Financial Analysis, Marketing Planning, Project Management, Event Planning
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Stakeholder Management, Stakeholder Communications, Stakeholder Analysis, Relationship Building, Systems Thinking, Communication Strategies, Ethical Standards And Conduct, Survey Creation
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Data Literacy, Data Collection, Research Design, Research Methodologies, Qualitative Research, Data Synthesis, Data Ethics, Quantitative Research, Business Research, Research Reports, Research and Design, Data Integration, Data Presentation, Data Storytelling, Research, Report Writing, Science and Research, Technical Communication, Stakeholder Communications, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Professional Networking, Self-Awareness, Web Presence, Personal Development, Professional Development, Interviewing Skills, Growth Mindedness, Timelines, Goal Setting, Community Development, Decision Making, Planning, Entrepreneurship, Journey Mapping
Beginner · Course · 1 - 3 Months

Dassault Systèmes
Skills you'll gain: Shared Media, Driving engagement, Discussion Facilitation
Beginner · Course · 1 - 4 Weeks