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 Michigan
Skills you'll gain: Health Informatics, Executive Presence, Verbal Strategic Communication, Strategic Communication, Health Technology, Healthcare Ethics, Strategic Planning, Health Policy, Health Care Administration, Leadership, Business Analysis Tools, Business Planning, Communication Strategies, Patient Safety, Innovation, Healthcare Project Management, Telehealth, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance
★ 4.6 (31) · Beginner · Specialization · 1 - 3 Months

L&T EduTech
Skills you'll gain: Accident Prevention
Intermediate · Specialization · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Presentations, Case Studies, Culture, Team Management, Executive Recruitment, Organizational Effectiveness, Team Performance Management, Team Building, Analysis, Strategic Decision-Making, Business Consulting, Strategic Thinking, Management Consulting, Consulting, Organizational Strategy, Culture Transformation, Microsoft PowerPoint, Data-Driven Decision-Making, Organizational Structure, Root Cause Analysis
★ 4.6 (45) · Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: AI Enablement, Data-Driven Decision-Making, digital literacy, Decision Support Systems, Digital Transformation
★ 4.1 (8) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Analytics, Smart Goals
★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Blockchain, Cryptography, Data Storage, Systems Architecture, Network Architecture, FinTech, Distributed Computing, Cryptographic Protocols, Programming Principles, Data Structures, Computing Platforms, Scalability, Data Integrity, Software Development Tools
★ 4.7 (15) · Intermediate · Course · 1 - 3 Months

Niel Asher Education
Skills you'll gain: Patient Communication, Physical Therapy, Exercise Science, Patient Education and Support, Injury Prevention, Kinesiology, Human Musculoskeletal System, Health Care, Human Relations Movement
★ 5 (6) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Inventory and Warehousing, Warehousing, Retail Management, Warehouse Operations, Warehouse Management, Inventory Management, Retail Store Operations, Merchandising, Supply Chain, Transportation, Supply Chain, and Logistics, Logistics, Retail Sales, Operations Management, Supply Chain Planning, Customer Service, Sales, Planning, Analytics, Decision Making, Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, Customer Analysis, Data Integration, Interactive Data Visualization, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Trend Analysis, Customer Retention, Analytics, Business Intelligence Software
★ 4.1 (15) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: AI Product Strategy, Microsoft Azure, Decision Intelligence, AI literacy, Discussion Facilitation, Governance, Artificial Intelligence, Risking, Responsible AI, Decision Making, Model Deployment, Model Evaluation, Governance Risk Management and Compliance, Business Priorities, Business Requirements, Feasibility Studies, Goal Setting, Requirements Analysis, Cost Management, Expectation Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Network Security, Open Shortest Path First (OSPF), Network Performance Management, Network Monitoring, Network Planning And Design, Network Engineering, Network Protocols, Infrastructure as Code (IaC), Terraform, Configuration Management, Encryption, System Configuration, Authentications, Scalability
★ 4.7 (25) · Beginner · Specialization · 3 - 6 Months

L&T EduTech
Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Engineering, Mechanical Design
★ 4.5 (34) · Intermediate · Course · 1 - 4 Weeks