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 Colorado System
Skills you'll gain: Growth Mindedness, Responsible AI, Gap Analysis, Data Ethics, Lifelong Learning, Workforce Development, Adaptability, Employee Training, AI literacy, Workforce Planning, Organizational Leadership, Culture Transformation, Employee Performance Management, Professional Development, Training Programs, Needs Assessment, Organizational Development, Artificial Intelligence, Workforce Management, AI Personalization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Training, Benchmarking, Decision Intelligence, Resource Utilization, Cost Estimation, Resource Consumption Accounting, Memory Management, Run Chart, Analysis, Cost Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Employee Engagement, Performance Appraisal, Drive Engagement, Employee Performance Management, Performance Management, Benefits Administration, Human Resource Strategy, Compensation and Benefits, Performance Measurement, Human Resources Management and Planning, Employee Retention, Human Resources, Human Resource Management, Human Resources Information System (HRIS), Safety and Security, Wealth Management, Goal Setting
Mixed · Course · 1 - 4 Weeks

The Expert Academy
Skills you'll gain: Service Recovery, Account Management, Account Strategy, Customer experience strategy (CX), Customer experience improvement, Rapport Building, Journey Mapping, Loyalty Programs, Customer Relationship Building, Customer Insights, Customer Relationship Management (CRM) Software, Customer Retention, Emotional Intelligence, Relationship Management, Customer Service, Customer Success Management, Communication Strategies, Stakeholder Management, Data Analysis, Strategic Planning
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Computational Thinking, Data Structures, Graph Theory, Network Analysis, Statistical Methods, Probability, Probability & Statistics
Mixed · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: AI Orchestration, AI Workflows, Cloud Infrastructure, AI Integrations, Retrieval-Augmented Generation, AWS SageMaker, Prompt Engineering, Hugging Face, Prompt Patterns, Cloud Deployment, Cloud Computing Architecture, Model Deployment, LLM Application, Large Language Modeling, Cloud Technologies, Model Optimization, Analysis, Rust (Programming Language), System Monitoring, Computer Graphics
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Feature Engineering, Data Analysis, Business Analysis, Return On Investment, Data Storytelling, Performance Measurement, Business Metrics, Statistical Inference, Probability & Statistics
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Occupational Hygiene, Occupational Safety And Health, Occupational Health, Hazard Analysis, Regulatory Requirements, Hazard Communication (HazCom), Occupational Safety and Health Administration (OSHA), Regulatory Compliance, Safety Culture, Safety Training, Compliance Management, Safety Standards, Environment Health And Safety, Mitigation, Environmental Engineering and Restoration, Environmental Regulations, Risk Mitigation, Quality Assessment, Leadership, Program Evaluation
Intermediate · Course · 1 - 4 Weeks

PracticalGrowth
Skills you'll gain: Team Collaboration, Sprint Retrospectives, Collaboration, Teamwork, Discussion Facilitation, Team Building, Cross-Functional Collaboration, Conflict Management, Team Management, Virtual Teams, Meeting Facilitation, Cross-Functional Team Leadership, Coordinating, Workplace inclusivity, Delegation Skills, Stakeholder Engagement, Diversity and Inclusion, Document Management, Project Documentation, Accountability Frameworks
Beginner · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Building Information Modeling, Internet Of Things, Data Infrastructure, Infrastructure Architecture, Sustainable Technologies, Energy and Utilities, Network Infrastructure, Water Sustainability, AI Security, Facility Management, Water Resource Management, Security Controls, Real Time Data, Wireless Networks, Interoperability, Sustainable Architecture, Decision Intelligence, AI Enablement, Dashboard, Traffic Flow Optimization
Beginner · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Innovation, Private Equity, Business Transformation, Mergers & Acquisitions, Entrepreneurship, Strategic Partnership, Equities, Technology Strategies, Digital Transformation, Portfolio Management, Investment Management, Customer Insights, Research and Design, Direct Selling, Consolidation, Customer Engagement, Data-Driven Decision-Making, Customer Data Management
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Vulnerability Scanning, Incident Response, Vulnerability Assessments, Cloud Security, Threat Management, Endpoint Security, Cyber Threat Intelligence, Risk Management, Risk Management Framework, Incident Management, Vulnerability Management, Cyber Security Assessment, Intrusion Detection and Prevention, Threat Detection, Cloud Computing, Security Strategy, Cyber Security Strategy, Cybersecurity, Network Security, Cryptography
Intermediate · Course · 1 - 4 Weeks