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.

Skills you'll gain: Collaboration, Collaborative Software, Adobe InDesign, Design Reviews, Version Control, Style Guides, User Feedback, Design, Adobe Creative Cloud, Editing, Layout Design, Document Management, File Management, Branding
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Global Marketing, Intercultural Competence, Cultural Diversity, Cultural Sensitivity, Market Research, International Finance, Diversity Awareness, Market Analysis, Consumer Behaviour, Culture, Strategic Marketing, Strategic Decision-Making, Marketing, Human Resource Strategy, Organizational Strategy, International Relations, Market Intelligence, Organizational Structure, Human Resources, Regulation and Legal Compliance
Mixed · Course · 1 - 4 Weeks

PracticalGrowth
Skills you'll gain: Communication Strategies, Influencing, Business Communication, Stakeholder Communications, Communication, Strategic Communication, Communication Planning, Cultural Responsiveness, Intercultural Competence, Interpersonal Communications, Diversity Awareness, Verbal Communication Skills, Stakeholder Management, Stakeholder Engagement, Persuasive Communication, Conflict Management, Cultural Sensitivity, Storytelling, Stakeholder Analysis, Cultural Diversity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: GitHub, Version Control, API Testing, Authentications, Software Versioning, Test Tools, Test Script Development, Test Case, Eclipse (Software), Verification And Validation, Extensible Markup Language (XML), Software Installation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Market Research, Market Analysis, Business Research, Research Reports, Market Intelligence, Analytical Skills, Case Studies, Report Writing, Analysis, Strategic Decision-Making, Company, Product, and Service Knowledge, Data-Driven Decision-Making, Performance Measurement, Business Strategy, Goal Setting
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Program Implementation, Performance Metric, Operational Analysis, Business Planning, Performance Improvement, Data Strategy, Organizational Effectiveness, Strategic Decision-Making, Organizational Development, Operations Management, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Health Care Administration, Clinical Leadership, Data-Driven Decision-Making, Run Chart, Exploratory Data Analysis, Data Analysis, Continuous Quality Improvement (CQI), Epidemiology, Health Care, Data Visualization, Statistical Visualization, Telehealth, Decision Making, Statistical Analysis, Statistical Methods, Business Metrics
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Decision Making, Mitigation, Data-Driven Decision-Making, Analytical Skills, Analysis, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Performance Metric, Performance Analysis, Performance Improvement, Process Improvement and Optimization, Performance Measurement, Procedure Development, Critical Thinking and Problem Solving
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Human Resources Management and Planning, HR Tech, Human Resource Strategy, Performance Analysis, AI Integrations, Performance Metric, Data Ethics, Change Management, Return On Investment, Goal Setting
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Self-Awareness, Drive Engagement, Personal Development, Active Listening, Team Building, Team Collaboration, Personal Integrity, Communication, Professional Development, Trustworthiness, Strategic Leadership, Emotional Intelligence, Leadership Development, Team Motivation, Growth Mindedness, Conflict Management, Coaching, Mindfulness, Decision Making, Vulnerability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Literacy, Decision Intelligence, Data Analysis, Data-Driven Decision-Making, Cloud Solutions, Cloud Security, Analytics, Cloud-Based Integration, Microsoft Azure, Cloud Services, Cloud Platforms, Enterprise Security, Data Integration, AI Enablement, Business Analytics, Artificial Intelligence, SAS (Software)
Beginner · Course · 1 - 4 Weeks