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.

Google Cloud
Skills you'll gain: Site Reliability Engineering, Safety Culture, Continuous Improvement Process, Continuous Delivery, Culture Transformation, Data-Driven Decision-Making, Performance Measurement, Service Level, Continuous Integration, Team Building, Team Management, Automation, Organizational Structure, Incident Management
Beginner · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Bioinformatics, Biostatistics, Molecular Biology, Network Analysis, Database Software, Health Informatics, Unsupervised Learning, Data Processing, Tree Maps, Data Visualization Software, Scientific Visualization, Heat Maps, 3D Modeling
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Systems Thinking, Cross-Functional Collaboration, Stakeholder Analysis, Team Building, Business Leadership, Project Planning, Social Impact, Sustainable Development, Strategic Thinking, Data Visualization, Corporate Sustainability, Organizational Strategy, Communication Strategies, Relationship Building, User Research, Project Management, Root Cause Analysis, Critical Thinking, Decision Making
Beginner · Specialization · 1 - 3 Months

University of Geneva
Skills you'll gain: Research Methodologies, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Needs Assessment, Decision Making, Adaptability
Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Resource Allocation, Decision Making, Facility Management, Calculus, Business Analytics
Intermediate · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Business Process Management, Organizational Structure, Decision Making, Game Theory, Operational Efficiency, Organizational Effectiveness, Business Management, Problem Solving, Business, Complex Problem Solving, Business Strategy, Coordination
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Emotional Intelligence, Conflict Management, Empathy, Professional Development, Stress Management, Self-Awareness, Team Management, Resilience, Relationship Building, Decision Making
Beginner · Course · 1 - 3 Months
Northeastern University
Skills you'll gain: Quality Assessment, Value-Based Care, Program Evaluation, Healthcare Industry Knowledge, Health Systems, Health Informatics, Change Management, Decision Support Systems, Health Care, AI Enablement, Process Mapping, Care Management, Patient Safety, Quality Improvement, Health Technology, Patient-centered Care, Business Intelligence, Business Analytics, Health Policy, Medicaid
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Crisis Management, Data Ethics, Governance, Business Ethics, Responsible AI, Media Relations, Strategic Thinking, Communication Strategies, Business Leadership, Accountability, Ethical Standards And Conduct, Emerging Technologies, Organizational Leadership, Public Relations, Operational Risk, Risk Management, Communication, Leadership, Learning Strategies, Test Planning
Beginner · Professional Certificate · 3 - 6 Months

Macquarie University
Skills you'll gain: Systems Thinking, Data Storytelling, Dashboard, Business Ethics, Histogram, Trend Analysis, Forecasting, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Customer Demand Planning, Statistics, Predictive Modeling
Mixed · Course · 1 - 3 Months

The Linux Foundation
Skills you'll gain: Git (Version Control System), Version Control, Open Source Technology, Software Development Tools, Software Versioning, Development Environment, Code Review, Linux
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: CI/CD, Continuous Integration, Jenkins, Infrastructure as Code (IaC), OpenShift, Continuous Delivery, DevOps, Test Automation, Automation, Docker (Software), GitHub, Kubernetes, Software Development, Application Deployment, Git (Version Control System), Version Control, YAML
Intermediate · Course · 1 - 3 Months