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: Sanitation, Cleanliness, First Aid, Food Safety and Sanitation, Environment Health And Safety, Medical Emergency, Hand Hygiene, Emergency Response, Infection Control, Vital Signs, Accident Prevention, Injury Prevention, Life Support, Cardiopulmonary Resuscitation (CPR), Decision Making, Airway Management, Patient Treatment, Patient Evaluation, Clinical Assessment
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Leadership and Management, Decision Making, Ethical Standards And Conduct, Business Ethics, Emotional Intelligence, Organizational Leadership, Empathy & Emotional Intelligence, Recognizing Others, Leadership, Trustworthiness, Leadership Development, Waterfall Methodology, Initiative and Leadership, Motivational Skills, Team Motivation, Decisiveness, Strategic Decision-Making, Project Management Life Cycle, Self-Motivation, People Development
Beginner · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Data-Driven Decision-Making, Data Literacy, Critical Thinking, Digital Analysis, Storytelling, Data Storytelling, Leadership Studies, Organizational Leadership, Strategic Leadership, Leadership, Strategic Decision-Making, Leadership Development, Organizational Effectiveness, Organizational Structure, Leadership and Management, Agile Methodology, Professional Development, Portfolio Management
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Sustainable Development, Sustainable Systems, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Geospatial Mapping, Spatial Data Analysis, Datamaps, Spatial Analysis, Interactive Data Visualization, Data Storytelling, Environmental Monitoring, Data Visualization, Data Presentation, Forecasting, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Dashboard Creation, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Data Ethics, Storytelling, Report Writing, Data-Driven Decision-Making, Generative AI, Web Content Accessibility Guidelines, Responsible AI, AI Integrations
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MySQL, SQL, MySQL Workbench, Query Languages, Data-Driven Decision-Making, Data Analysis
Intermediate · Guided Project · Less Than 2 Hours

University of California, Irvine
Skills you'll gain: Diversity Awareness, Diversity Training, Workplace inclusivity, Self-Awareness, Diversity Equity and Inclusion Initiatives, Diversity and Inclusion, Personal Development, Empathy, Decision Making, Communication Strategies, Data Collection, Psychology, Communication
Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Crisis Management, Incident Response, ChatGPT, Computer Security Incident Management, Generative AI, AI Enablement, Cross-Functional Collaboration, Prompt Patterns, Prompt Engineering, Cybersecurity, Cyber Attacks, AI Personalization, Team Performance Management, AI Workflows, Scenario Testing, Hardening, Discussion Facilitation, Performance Analysis, Coordination
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Milestones (Project Management), Acceptance Testing, CI/CD, Scope Management, MLOps (Machine Learning Operations), Feature Engineering, Governance Risk Management and Compliance, Capacity Management, Responsible AI, Smart Goals, Backlogs, Project Risk Management, Compliance Management, Stakeholder Communications, Risk Management, Data Governance, Model Evaluation, Project Planning, Case Studies, Risking
Intermediate · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Customer Relationship Management, Customer Data Management, Big Data, R (Software), Data Mining, Data-Driven Decision-Making, Sales Pipelines, Predictive Analytics, Machine Learning Methods, Data Visualization, Data Strategy, Customer Relationship Management (CRM) Software, Customer Analysis, Sales Management, Data Engineering, Customer Engagement, Predictive Modeling, Data Visualization Software, Plot (Graphics), Statistical Visualization
Beginner · Specialization · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Economics, Game Theory, Market Dynamics, Socioeconomics, Business Economics, Social Studies, Policy Analysis, Public Policies, Decision Making, Market Analysis, Consumer Behaviour, Supply And Demand, Analysis, Cost Benefit Analysis, Strategic Decision-Making, Competitive Analysis, Production Process, Critical Thinking, Resource Allocation
Build toward a degree
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Responsible AI, Delegation Skills, Time Management, Data Ethics, AI literacy, Legal Technology, Decision Intelligence, Artificial Intelligence, Generative AI, Ethical Standards And Conduct, Automation, Decision Making, Creativity, Communication Strategies
Beginner · Course · 1 - 4 Weeks