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.

University of Virginia
Skills you'll gain: Business Strategy, Competitive Analysis, Strategic Thinking, Stakeholder Analysis, Corporate Strategy, Strategic Decision-Making, Business Analysis, Organizational Strategy, Market Analysis, Case Studies, Product Lifecycle Management, International Finance, Risk Analysis, Global Marketing, Innovation, Diversity and Inclusion
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Crisis Management, Mediation, Negotiation, Conflict Management, Diplomacy, Leadership, Governance, Public Safety and National Security, International Relations, Social Justice, Diversity and Inclusion, Decision Making, Case Studies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Competitive Analysis, Market Research, Consumer Behaviour, Market Analysis, Target Market, Market Opportunities, User Research, Product Strategy, Customer Insights, Data Analysis, Data Collection, Data-Driven Decision-Making, Business Strategy, Innovation, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Pandas (Python Package), NumPy, Data Cleansing
Mixed · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Digital Transformation, Big Data, Analytics, Public Policies, Data-Driven Decision-Making, Economic Development, Business Transformation, Technology Strategies, Entrepreneurship, Internet Of Things, Emerging Technologies, Governance
Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Business Strategy, Competitive Analysis, Business Planning, Corporate Strategy, Market Share, Strategic Decision-Making, Market Analysis, Analysis, Market Dynamics, Value Propositions, Communication
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Customer Retention, Customer Acquisition Management, Customer Analysis, Marketing Channel, Customer Engagement, Loyalty Programs, Customer Insights, Customer Relationship Management, Business-To-Consumer, Cross-Channel Marketing, Marketing Effectiveness, Consumer Behaviour, B2B Sales, Target Market, Operating Cost, Strategic Marketing, Business Metrics, Market Analysis
Beginner · Course · 1 - 4 Weeks
Starweaver
Skills you'll gain: AI Enablement, Market Opportunities, Scalability, Entrepreneurship, Business Strategy, ChatGPT, Business Process Automation, Business Analysis, Responsible AI, Artificial Intelligence, Cost Reduction, Generative AI, Innovation, Automation, Customer experience improvement
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Secure Coding, Application Security, DevSecOps, Security Testing, Software Development Methodologies, Configuration Management, Software Development, Software Configuration Management, Software Development Life Cycle, Software Testing, API Testing, Threat Modeling, Application Programming Interface (API), Cloud Security, Risk Management Framework, Change Control
Intermediate · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Database Design, Data-Driven Decision-Making, Dashboard, Business Intelligence, Spreadsheet Software, Data Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Product Lifecycle Management, Digital Transformation, Business Communication, Business Acumen, Customer Service, Cost Benefit Analysis, Product Management, Financial Acumen, Customer experience strategy (CX), Stakeholder Communications, New Product Development, Cross-Functional Collaboration, Communication, Business, Innovation, Strategic Decision-Making
Beginner · Course · 1 - 3 Months

University of Washington
Skills you'll gain: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Front-End Web Development, Web Content Accessibility Guidelines, Cloud Hosting, Debugging, Semantic Web, Web Analytics and SEO, Responsive Web Design
Beginner · Course · 1 - 4 Weeks