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.

CentraleSupélec
Skills you'll gain: Innovation, Change Management, Creative Thinking, Cognitive flexibility, Organizational Change, Strategic Leadership, Leadership Studies, Strategic Planning, Strategic Decision-Making, Business Strategy, Critical Thinking
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Customer Analysis, Customer Insights, AI Personalization, Big Data, Case Studies, Generative AI, Data Visualization, Google Ads, Responsible AI, Marketing Analytics, Target Audience, AI Product Strategy, Keyword Research, Email Marketing, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Predictive Analytics
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Governance, Stakeholder Engagement, Law, Regulation, and Compliance, Regulatory Compliance, Compliance Management, Risk Management, Business Ethics, Stakeholder Management, Corporate Strategy, Corporate Communications, Enterprise Risk Management (ERM), Business Management, Environmental Social And Corporate Governance (ESG), Ethical Standards And Conduct, Organizational Structure
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Oil and Gas, Petroleum Industry, Hazard Analysis, Safety Standards, Environmental Resource Management, Energy and Utilities, Environment Health And Safety, Environmental Regulations, Big Data, Plant Operations and Management, Waste Minimization, Process Engineering, Chemical Engineering, Risk Analysis, Environmental Engineering, Failure Mode And Effects Analysis, Transportation Operations, Pump Stations, Data Management, Data Processing
Advanced · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Visionary, Emerging Technologies, Probability, Forecasting, Business Ethics, Critical Thinking, Innovation, Business Transformation, Technology Strategies, Strategic Thinking, Decision Making, Strategic Leadership, Artificial Intelligence, Storytelling, Adaptability, Scenario Testing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Universiteit Leiden
Skills you'll gain: Value-Based Care, Health Care Administration, Managed Care, Behavioral Economics, Health Systems, Care Management, Payment Systems, Health Policy, Performance Measurement, Program Implementation, Benchmarking, Risk Management, Cost Reduction, Accountability, Decision Making, Critical Thinking
Beginner · Course · 1 - 3 Months

Peking University
Skills you'll gain: Game Theory, Social Network Analysis, Network Analysis, Computational Thinking, Social Sciences, Graph Theory, Market Dynamics, Sociology, Decision Making, Web Analytics, Economics, Probability & Statistics
Mixed · Course · 3 - 6 Months

Skills you'll gain: Team Performance Management, Business Planning, Resource Management, Business Acumen, Organizational Effectiveness, Strategic Thinking, Business Strategy, Financial Management, Strategic Decision-Making, Organizational Change, Team Leadership, Financial Analysis, Financial Statements, Budgeting
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Organizational Development, Emerging Technologies, Workforce Management, Digital Transformation, Thought Leadership, Building Information Modeling, Automation, Sustainable Design, Climate Change Adaptation, Augmented and Virtual Reality (AR/VR), Data-Driven Decision-Making, Machine Learning
Beginner · Course · 1 - 3 Months

Emory University
Skills you'll gain: Business, Market Dynamics, Supply Chain Management, Business Strategy, Logistics Management, Business Economics, Strategic Thinking, Marketing, Competitive Analysis, Profit and Loss (P&L) Management, Value Propositions, Decision Making, Strategic Decision-Making, Market Analysis
Beginner · Course · 1 - 3 Months

Pontificia Universidad Católica del Perú
Skills you'll gain: Behavioral Economics, Human Centered Design, Consumer Behaviour, Economics, Social Sciences, Design and Product, Research Design, Decision Making, Case Studies, Business Ethics
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Emotional Intelligence, Conflict Management, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Team Performance Management, Leadership and Management, Communication, Team Management, Organizational Leadership, Resilience, Team Building, Decision Making, Stress Management, Team Motivation, Psychology, Performance Management, Behavioral Management, Critical Thinking
Beginner · Specialization · 3 - 6 Months