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 Maryland, College Park
Skills you'll gain: Leadership, Strategic Decision-Making, Project Management Institute (PMI) Methodology, Cost Management, Governance Risk Management and Compliance, Change Control, Legal Risk, Project Risk Management, Project Implementation, Business Acumen, Continuous Monitoring
★ 4.7 (84) · Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Inventory Management System, Supply Chain Management, Supply Chain Planning, Supply Chain, Inventory Management, Demand Planning, Forecasting, Inventory Control, Customer Demand Planning, Supply Management, Supplier Management, Risk Management Framework, AI Enablement, Logistics, Logistics Management, Supplier Relationship Management, Artificial Intelligence, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents
★ 3.3 (6) · Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Self-Awareness, Professional Development, Personal Development, Smart Goals, Goal Setting, Emotional Intelligence, Personal Attributes, Leadership Development, Management Training And Development, People Development, Adaptability, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Organizational Change, Team Performance Management, Leadership and Management, Leadership, Team Management, Decision Making
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Workforce Management, People Analytics, Big Data, HR Tech, Applied Machine Learning, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resource Management, Human Resources Management and Planning, Data Strategy, Workforce Development, Digital Transformation, Machine Learning Methods, Data Engineering, Human Resources, Analytics, Data Science
★ 4.3 (83) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Data Visualization, Ideation, Leadership, Business Leadership, Visual Storytelling, Innovation, Decision Making, Organizational Leadership, Team Leadership, Data-Driven Decision-Making, Team Oriented, Business Communication, Creativity, Communication, Communication Strategies
★ 4.9 (13) · Advanced · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Futures Exchange, Derivatives, Financial Trading, Strategic Decision-Making, Financial Market, Market Data, Risk Management, Risk Mitigation, Market Dynamics, Business Risk Management, Risk Analysis, Market Analysis, Simulation and Simulation Software
★ 4.5 (123) · Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Retail Management, Retail Store Operations, Retail Sales, Merchandising, Customer Analysis, Market Intelligence, Business Strategies, Competitive Analysis, Business Management, Organizational Strategy, Consumer Behaviour, Inventory Management System, Market Analysis, Case Studies, Market Share, Strategic Decision-Making, Sustainable Business, Intellectual Property, Financial Analysis, Geographic Information Systems
★ 5 (29) · Beginner · Specialization · 1 - 3 Months

Khalifa University
Skills you'll gain: Data Strategy, Data Management, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Model Training, AI Enablement, Decision Intelligence, Data-Driven Decision-Making, Data Literacy, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, AI Product Strategy, Predictive Analytics, Applied Machine Learning
Beginner · Course · 1 - 3 Months

National Academy of Sports Medicine
Skills you'll gain: Nutritional Assessment, Meal Planning And Preparation, Nutrition and Diet, Nutrition Education, Decision Making, Overcoming Obstacles
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Intercultural Competence, Compassion, Recognizing Others, Cultural Sensitivity, Cultural Diversity, Empathy, Emotional Intelligence, Personal Development, Growth Mindedness, Diversity Awareness, Dignity in Care, Empathy & Emotional Intelligence, Mindfulness, Self-Awareness, Cognitive flexibility, Meditation & Breathwork, Liberal Arts, Curiosity, Creativity, Dealing With Ambiguity
★ 4.5 (8) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Capture, Data Import/Export, Data Collection, Data Management, Data Analysis, Scalability
★ 4.7 (12) · Intermediate · Course · 1 - 4 Weeks