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: Epidemiology, Mathematical Modeling, Infectious Diseases, Public Health, Public Health and Disease Prevention, Infection Control, Statistical Modeling, Predictive Modeling, Health Policy, Forecasting, Model Evaluation, Data Analysis
★ 4.8 (15) · Intermediate · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Business Strategy, Business Strategies, Strategic Thinking, Competitive Analysis, Business Planning, Corporate Strategy, Organizational Strategy, Strategic Decision-Making, Competitive Intelligence, Business Analysis, Market Analysis, Market Dynamics, Market Opportunities
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Marketing Analytics, Anomaly Detection, Digital Marketing, Data-Driven Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Digital Marketing Campaigns, Digital Analysis, Online Advertising, Customer Retention, Digital Marketing Tools, Text Mining, Predictive Analytics, Google Analytics, Data Ethics
★ 3.8 (19) · Beginner · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Digital Transformation, Business Transformation, Operational Excellence, Data Strategy, Innovation, Operational Efficiency, Customer experience strategy (CX), Technology Strategies, Plan Execution, Strategic Leadership, Customer Engagement, Data-Driven Decision-Making, Business Strategies, Business Leadership, Digital Analysis, Operational Performance Management, Organizational Strategy, Risk Management, Change Management, Computing Platforms
★ 4.6 (42) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Prompt Engineering, ChatGPT, Data Validation, LLM Application, Data Analysis, OpenAI, Data-Driven Decision-Making, Analytical Skills
★ 4.7 (32) · Intermediate · Course · 1 - 4 Weeks
University of Glasgow
Skills you'll gain: Descriptive Analytics, ICD Coding (ICD-9/ICD-10), Health Informatics, Medical Records, Data Mining, Medical Coding, Electronic Medical Record, Patient Flow, Predictive Analytics, Clinical Research, Database Design, Health Information Management, Descriptive Statistics, Applied Machine Learning, Predictive Modeling, Precision Medicine, Data Access, Query Languages, SQL, Interoperability
★ 4.6 (15) · Intermediate · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Strategic Leadership, Business Leadership, Digital Transformation, Leadership Studies, Business Transformation, Plan Execution, Business Strategy, Strategic Decision-Making, Organizational Strategy, Leadership, Business Planning, Organizational Effectiveness, Leadership Development, Corporate Strategy, Innovation, Goal Setting, Business, Business Management, Growth Strategies
★ 4.8 (23) · Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Legal Risk, Contract Management, Contract Review, Risk Mitigation, Procurement, Request For Quotation (RFQ), Vendor Contracts, Purchasing, Technical Communication, Decision Making, Verification And Validation, Verbal Communication Skills, Case Studies, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: International Finance, Game Theory, Business Ethics, Production Process, Business, Cost Accounting, Economic Development, Sustainable Business, Corporate Sustainability, Market Analysis, Business Management, Financial Systems, Revenue Management, Economics, Policy, and Social Studies, Strategic Decision-Making
Beginner · Course · 3 - 6 Months

Rice University
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Awareness, Diversity Programs, Intercultural Competence, Workplace inclusivity, Cultural Diversity, Social Justice, Organizational Change, Human Resource Policies, Culture Transformation, Behavior Management
★ 4.8 (71) · Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Statistical Reporting, Data Management, Data Literacy, Analysis, Analytical Skills, Statistical Inference, Team Management, Statistical Modeling, Data Synthesis, Data Presentation, Team Leadership, Statistical Methods, Communication, Model Evaluation
★ 4.6 (104) · Mixed · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Self-Awareness, Personal Attributes, Personal Development, Research, Lifelong Learning, Psychosocial Assessments, Goal Setting, Decision Making
Beginner · Course · 1 - 4 Weeks