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.

Northeastern University
Skills you'll gain: Organizational Change, Stakeholder Management, Change Management, Team Management, Leadership and Management, Organizational Leadership, Culture Transformation, Team Building, Service Management, Innovation, Service Design, Service Improvement, Process Management, Operations Management, Process Improvement, Healthcare Industry Knowledge, Health Care Administration, Process Design, Continuous Improvement Process, Leadership
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Model Evaluation, Project Management Software, Technical Communication, Technical Product Management, Performance Metric, Agile Project Management, Data Analysis, Project Management, Analytics, Stakeholder Communications, Data-Driven Decision-Making, Machine Learning, Large Language Modeling, R Programming, Data Visualization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Capital Expenditure, Financial Modeling, Financial Analysis, Revenue Forecasting, Business Valuation, Financial Statement Analysis, Financial Statements, Financial Forecasting, Depreciation, Cash Flow Forecasting, Balance Sheet, Annual Reports, Sales, Working Capital, Microsoft Excel
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Workflow Management, Construction Management, Project Scoping, Collaborative Software, Project Management, Project Planning, Project Management Software, Project Coordination, Project Controls, Project Schedules, Resource Allocation, Collaboration, Case Studies, Scheduling, Team Management, Automation, Budget Management, Budgeting
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Development Tools, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer Relationship Management, Customer experience strategy (CX), Brand Loyalty, Customer Data Management, Customer Analysis, Customer Engagement, Organizational Strategy, Business Strategy, Competitive Analysis, Business Analysis, Analysis, Auditing, Market Analysis
Mixed · Course · 1 - 4 Weeks

Lecturio
Skills you'll gain: Healthcare Ethics, Clinical Leadership, Patient Advocacy, Patient Safety, Clinical Nursing, Patient-centered Care, Informed Consent, Nursing Practices, Health Care Procedure and Regulation, Accountability, Risk Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Governance Risk Management and Compliance, Risk Management, Business Process Automation, Automation, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance, Data-Driven Decision-Making
Advanced · Course · 1 - 4 Weeks

Fred Hutchinson Cancer Center
Skills you'll gain: Version Control, Secure Coding, Key Management
Advanced · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Ubuntu, Linux, Package and Software Management, Software Installation, Open Source Technology, Computing Platforms, Operating Systems, Desktop Support
Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Stakeholder Communications, Customer Insights, Product Management, Product Improvement, New Product Development, Product Lifecycle Management, Product Roadmaps, Innovation, Agile Methodology, Business Analytics, Data-Driven Decision-Making, Product Testing, Lean Methodologies, Continuous Improvement Process
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Classification Algorithms, Reinforcement Learning, Applied Machine Learning, Artificial Intelligence, Dimensionality Reduction, Statistical Analysis, Supervised Learning, Unsupervised Learning, Random Forest Algorithm, Feature Engineering, Logistic Regression, Data Manipulation
Intermediate · Course · 3 - 6 Months