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.
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Competitive Analysis, Game Theory, Business Strategy, Product Strategy, Strategic Marketing, Competitive Intelligence, Strategic Thinking, Corporate Strategy, Market Dynamics, Go To Market Strategy, New Product Development, Strategic Partnership, Strategic Decision-Making, Market Analysis, Market Opportunities, Design and Product, Decision Making, Innovation, Coordination
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Diversity Marketing, Intercultural Competence, Cultural Diversity, Workplace inclusivity, Consumer Behaviour, Cultural Sensitivity, Global Marketing, Cultural Responsiveness, Diversity and Inclusion, Marketing, Marketing Channel, Advertising, Culture, Advertising Campaigns, Team Leadership, Target Market, Marketing Communications, Customer Analysis, Marketing Strategies, Communication Strategies
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Negotiation, Game Theory, Conflict Management, Influencing, Communication, Decision Making, Strategic Thinking, Strategic Decision-Making, Ethical Standards And Conduct, Cultural Responsiveness, Cultural Diversity, Cultural Sensitivity, Empathy & Emotional Intelligence
Beginner · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Team Motivation, Team Management, Team Performance Management, Team Leadership, Team Building, Leadership and Management, Healthcare Project Management, Clinical Leadership, Decision Making, Strategic Leadership, Project Management, Leadership, Project Coordination, Resilience, Project Planning, Influencing, Project Closure, Communication, Life Sciences, Health Care
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Intercultural Competence, Compassion, Recognizing Others, Cultural Sensitivity, Cultural Diversity, Empathy, Emotional Intelligence, Personal Development, Growth Mindedness, Diversity Awareness, Dignity in Care, Empathy & Emotional Intelligence, Mindfulness, Self-Awareness, Cognitive flexibility, Meditation & Breathwork, Liberal Arts, Curiosity, Creativity, Dealing With Ambiguity
Beginner · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Data Literacy, Statistical Methods, Predictive Analytics, Predictive Modeling, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Business Intelligence, Machine Learning Methods, Machine Learning, Data Cleansing, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Relationship Management, Customer Insights, Customer Relationship Building, Customer Data Management, Marketing Analytics, Customer Acquisition Management, Marketing Effectiveness, Data-Driven Marketing, Customer Analysis, Relationship Management, Marketing Strategies, Return On Investment, Equities, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Social Sciences, Psychology, Social Skills, Social Justice, Environmental Issue, Interpersonal Communications, Emotional Intelligence, Sustainable Development, Legal Proceedings, Critical Thinking
Build toward a degree
Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: ChatGPT, AI literacy, OpenAI, Responsible AI, Artificial Intelligence, Productivity, Prompt Engineering, LLM Application, Data Ethics, Generative AI, Automation, Creativity, Ethical Standards And Conduct, Innovation, Content Creation, Natural Language Processing, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Strategic Decision-Making, Business Acumen, Competitive Analysis, Sales Strategy, Strategic Thinking, Business Strategy, Business Leadership, Market Trend, Market Analysis, Sales, Business Planning, Financial Acumen, Market Intelligence, Trend Analysis, Leadership, Campaign Planning, Marketing Strategies, Marketing, Market Dynamics, Consumer Behaviour
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Lean Manufacturing, Organizational Leadership, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Project Scoping, Kaizen Methodology, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Quality Monitoring
Beginner · Specialization · 1 - 3 Months

Illinois Tech
Skills you'll gain: Predictive Modeling, Machine Learning Algorithms, Predictive Analytics, Data Cleansing, Unsupervised Learning, Data Transformation, Data Analysis, Statistical Machine Learning, Analytics, Data Science, Data Mining, R (Software), Classification Algorithms, Applied Machine Learning, Supervised Learning, Decision Tree Learning, Data Preprocessing, Machine Learning, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months