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.

Kennesaw State University
Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Interviewing Skills, Mentorship, Social Media, Rapport Building, Social Media Strategy, Business Research, Relationship Building, Professionalism, Business Correspondence, People Development, Business Writing, Relationship Management, Strategic Communication, Communication, Decision Making, Habit Formation, Leadership
★ 4.6 (1.7K) · Beginner · Specialization · 3 - 6 Months

O.P. Jindal Global University
Skills you'll gain: International Relations, Diplomacy, Governance, Strategic Decision-Making, Strategic Prioritization
★ 4.7 (346) · Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Negotiation, Strategic Decision-Making, Team Performance Management, Emotional Intelligence, Communication Strategies, Communication, Conflict Management, Cultural Diversity, Performance Review, Relationship Building, Strategic Thinking, Intercultural Competence, Rapport Building, Interpersonal Communications, Cultural Sensitivity, De-escalation Techniques, Decision Making, Active Listening, Plan Execution
★ 4.6 (225) · Advanced · Specialization · 1 - 3 Months

IESE Business School
Skills you'll gain: Finance, Corporate Finance, Financial Management, Capital Budgeting, Corporate Accounting, Financial Analysis, Equities, Financial Market, Business Valuation, Investments, Return On Investment, Portfolio Management, Investment Management, Cost Estimation, Capital Markets, Portfolio Risk, Estimation, Risk Analysis
★ 4.8 (2.6K) · Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Employee Coaching, Training and Development, Dashboard, Data Storytelling, Dashboard Creation, Power BI, Coaching, People Analytics, Mentorship, People Development, Workforce Development, Employee Training, Data Presentation, Training Programs, Management Training And Development, Accountability Frameworks, Employee Engagement, Performance Measurement, Microsoft Copilot, Microsoft 365
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Business Intelligence, Key Performance Indicators (KPIs), Business Intelligence Software, Data Visualization, Data Presentation, Performance Measurement, Business Analytics, Performance Metric, Business Metrics, Business Logic, Interactive Data Visualization, Operational Analysis, Operational Performance Management, Performance Analysis, Analytics, Performance Tuning, Exploratory Data Analysis, Data Validation, Data Quality
Intermediate · Course · 1 - 4 Weeks

Chegg Skills
Skills you'll gain: UI/UX Research, User Research, Design Research, User Experience Design, User Experience, UI/UX Strategy, Usability, Human Centered Design, Interaction Design, Journey Mapping, Product Design, Design Thinking, Visual Design, Wireframing, Figma (Design Software), Prototyping, Artificial Intelligence, Information Architecture, Web Content Accessibility Guidelines, Generative AI
Beginner · Course · 1 - 3 Months

University of Leeds
Skills you'll gain: Data Ethics, Data Storytelling, Social Network Analysis, Exploratory Data Analysis, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Statistical Machine Learning, Bayesian Statistics, Dimensionality Reduction, Data Visualization, Statistical Visualization, Data Analysis, Supervised Learning, Machine Learning Methods, Data Preprocessing, Statistical Programming, Web Scraping, Applied Machine Learning, Statistical Modeling, Linear Algebra
Degree · 1 - 4 Years

Microsoft
Skills you'll gain: Service Level, Service Level Agreement, Operations, Operational Efficiency, Service Management, Operations Management, Operational Analysis, Customer experience improvement, Process Optimization, Data Entry, Performance Analysis, Performance Measurement, Data Validation, Business Metrics, Customer Relationship Management, Data Quality, Workflow Management, Data Processing, Data Management, Data Analysis
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Architecture, Data Governance, Cloud Storage, Data Strategy, Data Storage, Data Warehousing, Data Lakes, Data Management, Looker (Software), Google Cloud Platform, Data Infrastructure, Business Intelligence, Digital Transformation, Real Time Data, Business Transformation, Data-Driven Decision-Making, Data Transformation, Analytics, Cloud Solutions, Data Capture
★ 4.8 (930) · Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Order Management, Order Fulfillment, Inventory and Warehousing, Inventory Management, Market Opportunities, Retail Store Operations, E-Commerce, Product Assortment, Merchant Services, Retail Management, Product Planning, Market Research, Shipping and Receiving, Merchandising, Web Design, Sales Strategy, Marketing Channel, Business, Marketing Strategies, Digital Marketing
Beginner · Course · 1 - 3 Months

American Psychological Association
Skills you'll gain: Decision Making, Positivity, Optimism, Economics, Policy, and Social Studies, Behavioral Economics, Public Policies, Diversity Awareness, Compassion, Sociology, Culture, Psychology, Cultural Diversity, Decision Intelligence, Policy Analysis, Mental Health, Resilience, Critical Thinking, Human Development, Social Sciences, Personal Development
★ 4.3 (36) · Beginner · Specialization · 3 - 6 Months