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.

Johns Hopkins University
Skills you'll gain: Electronic Medical Record, Clinical Informatics, Health Technology, Health Information Management, Clinical Documentation, Decision Support Systems, Practice Management Software, Technical Support, End User Training and Support, Patient Registration, Databases, Change Control, Interoperability, Authentications
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Responsible AI, Employee Engagement, Human Resources, Generative AI, Data Ethics, Talent Acquisition, Human Resource Strategy, Recruitment, Trend Analysis, Employee Training, Employee Retention, Data-Driven Decision-Making, Workforce Development, Workforce Planning
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Teaching, Social Justice, Emotional Intelligence, Social Skills, Empathy, Self-Awareness, Higher Education, Behavior Management, Classroom Management, Cultural Responsiveness, Curriculum Planning, School Psychology, Empowerment, Personal Development, Childhood Education and Development, Program Evaluation, Advocacy, Professional Development, Growth Mindedness, Mindfulness
Beginner · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Storyboarding, Data Manipulation, Data Quality
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Data Quality, Data Management, Technical Communication, Data Analysis, Data-Driven Decision-Making, Statistical Analysis, Data Science, Statistical Machine Learning, Statistical Inference, Statistics, A/B Testing, Statistical Modeling
Mixed · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: LinkedIn, Interviewing Skills, Social Media, Social Media Strategy, Professional Networking, Strategic Communication, Communication, Negotiation, Professionalism, Business Writing, Decision Making
Beginner · Course · 1 - 3 Months
University of California, Davis
Skills you'll gain: Data Visualization, Advanced Analytics, Tableau Software, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Data Mapping, Tree Maps, Analytics, Data Analysis Expressions (DAX), Histogram, Scatter Plots, Geospatial Mapping, Heat Maps, Forecasting
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Health Care Administration, Clinical Leadership, Community Health, Financial Statements, Mergers & Acquisitions, Financial Accounting, Public Health, People Management, Financial Statement Analysis, Human Resources Management and Planning, Strategic Decision-Making, Financial Analysis, Health Systems, Electronic Medical Record, Return On Investment, Balance Sheet, Business Valuation, Accounting, Strategic Planning, Marketing
Beginner · Specialization · 1 - 3 Months

Yonsei University
Skills you'll gain: Business Marketing, B2B Sales, Global Marketing, Business-To-Consumer, Market Opportunities, Growth Strategies, Marketing, Marketing Channel, Customer Engagement, Promotional Strategies, Marketing Strategies, Business Strategies, Product Marketing, Value Propositions, Innovation, Marketing Communications, Interviewing Skills, Case Studies
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Training, People Management, Growth Mindedness, Diversity Awareness, Team Management, Team Leadership, Organizational Leadership, Diversity Programs, Leadership, Open Mindset, Social Justice, Leadership Studies, Empowerment, Personal Development, Self-Awareness, Human Resource Policies, Organizational Change
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Change Management, Organizational Change, Business Transformation, Business Leadership, Leadership, Continuous Improvement Process, Emotional Intelligence, Overcoming Obstacles, Stakeholder Engagement, Decision Making, Employee Engagement
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Healthcare Ethics, Electronic Medical Record, Medical Privacy, Business Ethics, Informed Consent, Health Care Procedure and Regulation, Ethical Standards And Conduct, Health Care, Clinical Trials, Governance, Marketing Management, Law, Regulation, and Compliance, Decision Making, Analysis, Critical Thinking
Beginner · Course · 1 - 4 Weeks