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.

Simplilearn
Skills you'll gain: Exploratory Data Analysis, Generative AI, Analytics, Data Analysis, Extract, Transform, Load, Data Integration, Data Visualization, Predictive Analytics, Data-Driven Decision-Making, Predictive Modeling, Forecasting, Data Transformation, Descriptive Analytics, Data Modeling, Risk Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Analytics, Marketing Analytics, Email Automation, Data-Driven Decision-Making, Web Analytics, Dashboard, Geospatial Information and Technology, Marketing, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

Dartmouth College
Skills you'll gain: C (Programming Language), Programming Principles, Embedded Systems, Program Development, Computer Engineering, Development Environment, Algorithms, Data Structures, System Programming, Computer Programming, Debugging
Beginner · Course · 1 - 3 Months

University of Alberta
Skills you'll gain: Scientific Methods, General Science and Research, Research, Research Design, Experimentation, Peer Review, Statistical Analysis, Probability & Statistics, Media and Communications, Social Sciences, Correlation Analysis, Communication, Cultural Responsiveness
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Negotiation, Leadership, Organizational Leadership, Agile Project Management, Leadership and Management, Agile Methodology, Decision Making, Meeting Facilitation, Collaboration, Cross-Functional Team Leadership, Continuous Improvement Process, Cross-Functional Collaboration, Innovation, Adaptability, Change Management, Organizational Change, Goal Setting
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Decision Support Systems, Customer experience improvement, Resource Allocation, Health Informatics, Patient-centered Care, Stakeholder Analysis, Value-Based Care, Operational Analysis, Patient Communication, Predictive Analytics, Business Analysis, Analytics, Data-Driven Decision-Making, Personalized Service, Care Management, Systems Integration, Innovation
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Succession Planning, Leadership Development, Leadership, Strategic Leadership, Business Leadership, Organizational Leadership, Leadership and Management, Adaptability, People Management, Organizational Change, Resource Management, Decision Making, Influencing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: ChatGPT, Data Analysis, OpenAI, Data-Driven Decision-Making, Generative AI, Content Creation, Prompt Engineering, Content Strategy, Artificial Intelligence, Business Intelligence, Customer Support, Customer experience improvement, Operational Efficiency, Customer Service, Automation
Intermediate · Course · 1 - 4 Weeks
Starweaver
Skills you'll gain: Credit Risk, Lending and Underwriting, Risk Analysis, Risk Management, Business Risk Management, Case Studies, Financial Analysis, Financial Statement Analysis, Corporate Finance, Stakeholder Communications, Balance Sheet, Cash Flows
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Crisis Management, Strategic Leadership, Strategic Planning, Workplace inclusivity, Leadership, Business Ethics, Business Planning, Critical Thinking, Critical Thinking and Problem Solving, Team Leadership, Organizational Change, Business Strategy, Diversity and Inclusion, Leadership Development, Organizational Strategy, Planning, Strategic Decision-Making, Organizational Leadership, Collaboration, Change Management
Intermediate · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Systems Thinking, Surveys, Innovation, Simulations, Forecasting, Contingency Planning, Strategic Thinking, Process Flow Diagrams, Project Design, Systems Analysis, Corporate Strategy, Strategic Decision-Making, Business Planning, Complex Problem Solving, Business Strategy, Organizational Strategy, Analysis, Verbal Communication Skills, Business Risk Management, Growth Strategies
Intermediate · Specialization · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Generative AI Agents, Strategic Decision-Making, Data-Driven Decision-Making, Competitive Intelligence, Business Leadership, Organizational Strategy, Innovation, Business Planning, Business Strategy, Operational Efficiency, Technology Strategies, Business Process Automation, Program Implementation, Project Implementation, Technology Solutions
Beginner · Course · 1 - 4 Weeks