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.

LearnKartS
Skills you'll gain: Retrieval-Augmented Generation, Marketing Automation, Email Automation, Content Scheduling, ChatGPT, Email Marketing, AI Product Strategy, AI Personalization, Digital Marketing Tools, OpenAI API, LLM Application, Social Media Content, Social Media Management, Automation, Generative AI Agents, Generative AI, Data-Driven Decision-Making, AI Workflows, Blogs, Social Media
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Business Research, AI literacy, Market Research, Analytical Skills, Business Intelligence, Decision Intelligence, Market Analysis, Trend Analysis, Market Intelligence, Data Analysis, Forecasting, AI Integrations
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Deep Learning, Machine Learning Methods, Predictive Analytics, FinTech, Applied Machine Learning, Data-Driven Decision-Making, Predictive Modeling, Machine Learning, Digital Transformation, Machine Learning Algorithms, Financial Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Artificial Intelligence, Artificial Neural Networks, Model Optimization, Data Science
★ 4.7 (24) · Beginner · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Advanced Analytics, People Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Databases, Database Design, Innovation
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Commercial Laws, Mergers & Acquisitions, Business Ethics, Legal Risk, Regulation and Legal Compliance, Governance, Lawsuits, Law, Regulation, and Compliance, Litigation and Civil Justice, Civil Procedures, Case Law, Storytelling, Case Studies
★ 4.8 (6) · Mixed · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: AI Personalization, Personalized Service, Personalized Campaigns, Customer experience improvement, Self Service Technologies, Marketing Psychology, AI Enablement, Business-To-Consumer, Consumer Behaviour, Marketing Automation, MarTech, Artificial Intelligence, Marketing, Decision Support Systems, Responsible AI, Algorithms, Business Ethics
★ 4.9 (11) · Intermediate · Course · 1 - 3 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Data Governance, Data Collection, Process Improvement, Data Strategy, Process Mapping, Data Visualization Software, Data Management, Agile Project Management, Business Intelligence, Agile Methodology, Data Infrastructure, Information Management, Data-Driven Decision-Making, Organizational Effectiveness, Organizational Leadership, Data Literacy, Data Analysis
★ 4.7 (28) · Beginner · Specialization · 1 - 3 Months

Yale University
Skills you'll gain: Resourcefulness, Personal Development, Goal Setting, Decision Making, Relationship Building
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Leadership Studies, Negotiation, Team Performance Management, Agile Product Development, Teamwork, Leadership, Organizational Leadership, Personal Development, Agile Project Management, Agile Methodology, Decision Making, Meeting Facilitation, Collaboration, Cross-Functional Team Leadership, Continuous Improvement Process, Cross-Functional Collaboration, Adaptability, Change Management, Organizational Change, Goal Setting
★ 4.6 (7) · Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Health Disparities, Health Equity, Health Policy, Social Justice, Social Determinants Of Health, Policy Analysis, Public Health, Socioeconomics, Social Sciences, Advocacy, Sociology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Retail Management, Case Studies, Retail Store Operations, Competitive Analysis, Market Analysis, Strategic Planning, Business Strategy, Competitive Intelligence, Business Management, Milestones (Project Management), Growth Strategies, Organizational Strategy, Analysis, Spatial Data Analysis
★ 5 (12) · Mixed · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Emotional Intelligence, Professional Networking, Empathy & Emotional Intelligence, Relationship Building, LinkedIn, Self-Awareness, Personal Development, Goal Setting, Entrepreneurship, Professional Development, Web Presence, Growth Mindedness, Relationship Management, Decision Making, Branding
Beginner · Course · 1 - 3 Months