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.

Vanderbilt University
Skills you'll gain: Large Language Modeling, Responsible AI, LLM Application, Decision Making, Team Management, AI literacy, Resource Allocation, Generative AI, Qualitative Research, Communication Strategies, Analysis, Communication, Project Management, Data-Driven Decision-Making, Data Visualization
★ 2.8 (8) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Program Management, Risk Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Generative AI, Strategic Decision-Making, Decision Intelligence, Stakeholder Management, AI Integrations, Governance, Benefits Administration
★ 4.6 (34) · Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure Architecture, Business Technologies, AI Personalization, Risking, Predictive Modeling, Business Operations
★ 4.2 (23) · Beginner · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Business Ethics, Stakeholder Management, Corporate Strategy, Business Transformation, Governance, Sustainable Business, Stakeholder Engagement, Social Impact, Strategic Leadership, Innovation, Leadership Development, Stakeholder Analysis, Culture Transformation, Organizational Development, Leadership, Business Modeling, Experimentation
★ 4.8 (76) · Beginner · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Diversity Training, Workplace inclusivity, Talent Recruitment, Diversity Programs, Cultural Diversity, Employee Engagement, New Hire Orientations, Diversity Marketing, Process Development, Human Resources Management and Planning, Customer Engagement, Branding, Human Resources, Collaboration, Teamwork, Leadership and Management, Time Management, Decision Making, Resource Utilization, Critical Thinking
★ 4.4 (67) · Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Health Informatics, Azure Active Directory, Medical Privacy, Cloud Security, Health Care, Identity and Access Management, Real Time Data, Data Infrastructure, Model Training, Patient Education and Support, AI Security, Microsoft Azure, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, AI Integrations
Beginner · Professional Certificate · 3 - 6 Months

University of Copenhagen
Skills you'll gain: Sustainable Development, Social Impact, Social Studies, Environment, Economics, Policy, and Social Studies, Sustainability Standards, Socioeconomics, Social Sciences, Timelines, Environmental Policy, Policy Analysis, Sociology, Ethical Standards And Conduct, Political Sciences
★ 4.7 (47) · Mixed · Course · 1 - 4 Weeks

The State University of New York
Skills you'll gain: Event Management, Facility Management, Performance Analysis, Financial Data, Facility Operations, Business Analytics, Law, Regulation, and Compliance, Data-Driven Decision-Making, Analytics, Data Management, Data Literacy, People Analytics, Data Analysis, Performance Measurement, Team Performance Management, Team Management, Regulation and Legal Compliance, Legal Risk, Contract Management, Operations Management
★ 4.8 (36) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Quality Management, Project Closure, Team Management, Management Training And Development, Team Leadership, Project Management, Team Performance Management, Product Quality (QA/QC), Project Management Life Cycle, Data-Driven Decision-Making, Project Implementation, Quality Assessment, Quality Monitoring, Project Controls, Data Storytelling, Project Documentation, Project Risk Management, Project Performance, Continuous Improvement Process, Meeting Facilitation
★ 4.8 (32) · Beginner · Course · 1 - 3 Months

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

University of Pennsylvania
Skills you'll gain: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Database Management, Advanced Analytics, Data Science, Machine Learning
★ 4.2 (9) · Beginner · Specialization · 1 - 3 Months
Madecraft
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Independent Thinking, Logical Reasoning, Social Skills, Active Listening, Analytical Skills, Honesty, Cognitive flexibility, Open Mindset, Creative Thinking, Persuasive Communication, Problem Solving, Research, Decision Making, Communication, Interpersonal Communications, Verbal Communication Skills, Self-Awareness
Beginner · Course · 1 - 4 Weeks