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.

Universidad de los Andes
Skills you'll gain: Data Governance, Business Analytics, Data Strategy, Analytics, Organizational Effectiveness, Data Management, Analytical Skills, Data Architecture, Competitive Analysis, Process Improvement, Data-Driven Decision-Making, Organizational Strategy, Information Technology Architecture, Organizational Structure
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Excel, Data Presentation, Interactive Data Visualization, Data Storytelling, Predictive Modeling, Data Visualization Software, Dashboard Creation, Data Synthesis, Spreadsheet Software, Microsoft Copilot, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Forecasting, Prompt Engineering, Data Manipulation, Data Transformation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Financial Data, Risk Analysis, Investment Management, Return On Investment, Time Series Analysis and Forecasting, Financial Modeling, Investments, Object Oriented Programming (OOP), Statistical Analysis, General Finance, Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Simulation and Simulation Software, Jupyter, Python Programming
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Pain Management, Wound Care, Blood Collection, Vital Signs, Patient-centered Care, Health Assessment, Infection Control, Clinical Nursing, Patient Treatment, Patient Evaluation, Emergency Nursing, Patient Safety, Health Care, Healthcare Ethics, Patient Positioning, Patient Education And Counseling, Medical Surgical Nursing, Nursing, Healthcare Industry Knowledge, Clinical Nutrition
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Financial Data, Financial Analysis, Cash Flows, Data-Driven Decision-Making, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, JSON, Dashboard, SQL, Data Manipulation, Apache Spark, Dashboard Creation, Data Management, Data Transformation, Version Control
Intermediate · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Health Technology, Telehealth, Health Systems, Healthcare Industry Knowledge, Health Care, Medicaid, Medical Terminology, Health Policy, Health Informatics, Managed Care, Digital Transformation, Entrepreneurship, Payment Systems, Medicare, Health Equity, Social Determinants Of Health, Payment Processing, Value-Based Care, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: DevOps, DevSecOps, Process Optimization, Devops Tools, CI/CD, GitHub, Continuous Deployment, Continuous Integration, Software Development Tools, Continuous Delivery, Version Control, Git (Version Control System), Process Improvement, Web Development Tools, Software Development, IT Automation, Digital Transformation, Organizational Development, Cross-Functional Team Leadership, Business Transformation
Intermediate · Course · 1 - 4 Weeks

Starweaver
Skills you'll gain: Constructive Feedback, Team Collaboration, Supervision, Team Management, Critical Thinking and Problem Solving, Internal Communications, Analytical Skills, Communication Strategies
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Assertiveness, Empowerment, Oral Expression, Professional Development, Workplace Bullying Intervention, Verbal Communication Skills, Communication, Tactfulness, Communication Strategies, Leadership, Leadership Development, De-escalation Techniques, Rapport Building, Conflict Management, Empathy, Composure, Behavioral Management
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Wealth Management, Finance, Financial Analysis, Case Studies, Financial Planning, Investments, Decision Making, General Finance, Portfolio Management, Behavioral Economics, Investment Management, Private Equity
Beginner · Course · 1 - 4 Weeks
National Taiwan University
Skills you'll gain: Financial Management, Production Management, Production Process, Production Planning, Financial Analysis, Capital Budgeting, Business Management, Marketing, Marketing Channel, Consumer Behaviour, Marketing and Public Relations, Promotional Strategies, Supply Chain Management, Economics, Decision Making
Beginner · Course · 1 - 3 Months