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.

Universidades AnƔhuac
Skills you'll gain: Emotional Intelligence, Team Building, Team Management, Productivity, Team Motivation, Collaboration, Relationship Management, Conflict Management, Leadership, Initiative and Leadership, Empathy, Motivational Skills, Employee Engagement, Communication, Problem Solving, Decision Making
Beginner Ā· Course Ā· 1 - 3 Months

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 Ā· Course Ā· 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Health Informatics, Clinical Informatics, Change Control, Health Care Administration, IT Management, Strategic Leadership, Health Technology, Health Care, Decision Support Systems, Continuous Quality Improvement (CQI), Electronic Medical Record, System Implementation
Beginner Ā· Course Ā· 1 - 4 Weeks

University of London
Skills you'll gain: Organizational Change, Goal Setting, Leadership and Management, Business Management, Change Management, Personal Development, People Management, Organizational Structure, Decision Making, Leadership, Coordination
Mixed Ā· Course Ā· 1 - 3 Months

Duke University
Skills you'll gain: Responsible AI, Data Ethics, Human Computer Interaction, User Experience Design, Human Centered Design, Human Factors, Personally Identifiable Information, Information Privacy, Artificial Intelligence, Design Thinking, Machine Learning, Human Learning, Law, Regulation, and Compliance, Automation
Beginner Ā· Course Ā· 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Asset Management, Facility Management and Maintenance, Maintainability, Capacity Management, Key Performance Indicators (KPIs), Product Lifecycle Management, Performance Measurement, Failure Analysis, Continuous Monitoring, Reliability, Decision Making, Data-Driven Decision-Making, Cost Benefit Analysis, Scheduling
Beginner Ā· Course Ā· 1 - 4 Weeks

Yunus Social Business Fund Bengaluru
Skills you'll gain: Cash Flows, Financial Market, Financial Analysis, Decision Making, Stakeholder Management, Business Valuation, Risk Analysis, Return On Investment, Finance, Strategic Decision-Making, Sustainable Development, Cost Benefit Analysis, Financial Modeling, Financial Acumen, Capital Markets, Business Risk Management, Peer Review, Corporate Finance, Capital Budgeting, Economics
Beginner Ā· Specialization Ā· 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Operational Efficiency, Peer Review, Marketing Analytics, Marketing Strategies, Data Analysis, Marketing, Performance Measurement, Operations, Strategic Decision-Making, Analysis, Business Strategies, Digital Advertising, Presentations, Problem Management, Advertising
Intermediate Ā· Course Ā· 1 - 3 Months

Duke University
Skills you'll gain: Resource Allocation, Cash Flows, Financial Acumen, Business Valuation, Business Acumen, Cost Control, Return On Investment, Financial Analysis, Business Metrics, Growth Strategies, Business Strategy, Operational Efficiency, Expectation Management, Competitive Analysis, Strategic Decision-Making, Performance Analysis, Microsoft Excel
Beginner Ā· Course Ā· 1 - 4 Weeks

Coursera
Skills you'll gain: IT Management, Project Risk Management, Technical Management, Risk Management, Project Management, Generative AI, Case Studies, Resource Allocation, Innovation, Business Ethics, Decision Making
Beginner Ā· Course Ā· 1 - 4 Weeks

University of London
Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Estimation, Probability, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Data Visualization, Data Analysis, Histogram, Graphing
Mixed Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Root Cause Analysis, Operational Efficiency, Corrective and Preventive Action (CAPA), Continuous Improvement Process, Product Quality (QA/QC), Process Improvement, Operational Excellence, Proactivity, Complex Problem Solving
Beginner Ā· Course Ā· 1 - 4 Weeks