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.

Macquarie University
Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Data Visualization, Statistical Methods, Advanced Analytics, Financial Forecasting, Data Analysis, Statistical Hypothesis Testing, Probability & Statistics, Predictive Modeling, Statistical Inference, Statistical Modeling, Variance Analysis
★ 4.6 (41) · Advanced · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Team Motivation, Team Management, Team Performance Management, Team Leadership, Team Building, Leadership and Management, Healthcare Project Management, Clinical Leadership, Decision Making, Strategic Leadership, Project Management, Leadership, Project Coordination, Resilience, Project Planning, Influencing, Project Closure, Communication, Life Sciences, Health Care
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer experience improvement, Information Technology Infrastructure Library, IT Service Management, Service Management, Continuous Improvement Process, Service Improvement, Agile Methodology, Governance, Process Optimization, Operational Excellence, IT Management, User Feedback, Innovation, Customer Service, Process Improvement and Optimization, Automation
★ 4.8 (123) · Intermediate · Course · 1 - 4 Weeks

FAIR Institute
Skills you'll gain: Cyber Governance, Risk Analysis, Cyber Risk, Risk Modeling, Cyber Security Strategy, Cybersecurity, Governance, Governance Risk Management and Compliance, Risk Management Framework, Risk Management, Business Priorities, Strategic Decision-Making, Risk Mitigation, Business Risk Management, Strategic Prioritization, Compliance Reporting, Management Reporting, Strategic Leadership, Business Communication
★ 4.6 (15) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering Tools, Human Resources, Responsible AI, Developing Training Materials, Generative AI, AI Enablement, Workforce Development, Miro AI, Data Ethics, Generative AI Agents, People Analytics, People Management, AI Personalization, Talent Management, Automation, Talent Acquisition, Prompt Engineering, No-Code Development, Agentic systems, Business Operations
★ 4 (12) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Business Strategy, Organizational Strategy, Business Planning, Strategic Decision-Making, Decision Making, Strategic Thinking, Plan Execution, Stakeholder Management, Strategic Communication, Stakeholder Analysis, Stakeholder Engagement, Data Visualization, Consulting, Goal Setting, Analysis, Performance Metric
★ 4.6 (14) · Mixed · Course · 1 - 4 Weeks

KodeKloud
Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Command-Line Interface, Software Installation
★ 4.8 (36) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Prompt Engineering, ChatGPT, Data Validation, Data Analysis, Data-Driven Decision-Making, Analytics, Analytical Skills
★ 4.7 (32) · Intermediate · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Google Gemini, Prompt Patterns, Generative AI Agents, Gemini, AI Personalization, Responsible AI, Generative AI, ChatGPT, Microsoft Copilot, AI Workflows, Writing, Business Writing, Business Process Automation, Writing and Editing, Productivity, AI Integrations, Automation, Artificial Intelligence and Machine Learning (AI/ML), Presentations
★ 4.8 (15) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Medical Privacy, Pharmacology, Pharmacy, Pharmacy Operations, Pharmaceuticals, Basic Life Support (BLS) Certification, Healthcare Ethics, Medication Dispensation, Health Care Procedure and Regulation, Pharmacotherapy, Clinical Pharmacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Infectious Diseases, Life Support, Public Health and Disease Prevention, Emergency Response, Health Information Management and Medical Records, Bloodborne Pathogens, Public Health, Information Privacy
★ 4.9 (29) · Intermediate · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Supply Chain Management, Game Theory, Economics, Business Research, Competitive Analysis, Research, Business Modeling, Strategic Decision-Making, Analysis, Business Risk Management, Decision Making
★ 4.7 (22) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Presentation, Data Visualization, Oral Expression, Presentations, Dashboard, Storytelling, Persuasive Communication, Communication, Non-Verbal Communication, Drive Engagement, Target Audience, Decision Making, Case Studies
Intermediate · Course · 3 - 6 Months