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.

Skills you'll gain: Prompt Engineering, Microsoft Copilot, Data Cleansing, Microsoft Excel, Data Manipulation, Data Quality, Prompt Engineering Tools, Data Analysis, Data Wrangling, Analysis, Data Transformation, Data Validation, Data Preprocessing, Data Processing, Data Integrity
★ 4.4 (72) · Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Machine Learning Software, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Data Analysis Software, Classification Algorithms, Python Programming
★ 4.7 (27) · Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Classification Algorithms, Security Controls, Wireless Networks, Automation, Digital Transformation
★ 4.6 (328) · Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Sustainable Development, Sustainable Business, Environmental Policy, Environmental Issue, Environmental Regulations, Environment, Environment and Resource Management, Climate Change Programs, Climate Change Mitigation, Financial Policy, Cost Benefit Analysis, Energy and Utilities, Economics, Oil and Gas, Policy Analysis, Market Dynamics, Public Policies, Decision Making
★ 4.8 (28) · Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Business Analytics, Analytics, Statistical Methods, Patient Safety, Health Systems, Health Care, Patient-centered Care, Statistical Analysis, Patient Evaluation, Performance Measurement, Performance Metric, Data Analysis, Data-Driven Decision-Making, Peer Review, Data Collection, Strategic Thinking, Data Management, Systems Thinking
★ 4.6 (40) · Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Training, Growth Mindedness, Diversity Awareness, Team Leadership, Organizational Leadership, Diversity Programs, Leadership, Social Justice, Personal Development, Cultural Diversity, Self-Awareness, Organizational Change, Organizational Structure
★ 4.7 (474) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Diversity Awareness, Social Justice, Cultural Responsiveness, Diversity Training, Intercultural Competence, Cultural Diversity, Social Studies, Cultural Sensitivity, Sociology, Advocacy, Oral Expression, Discussion Facilitation
★ 4.6 (300) · Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Constructive Feedback, Decision Making, Recognizing Others, Peer Review, Personal Development, Self-Awareness, Growth Mindedness, Decision Intelligence, Editing, Scheduling, Leadership, Creativity, Communication, People Management
★ 4.6 (72) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Accountability Frameworks, Strategic Leadership, Business Leadership, Change Management, Organizational Change, Team Motivation, Leadership, Management Training And Development, Motivational Skills, Trustworthiness, Organizational Leadership, Accountability, Communication Strategies, Visionary, Leadership Development, Workplace inclusivity, Decision Making, Leadership and Management, Diversity and Inclusion, Cross-Functional Team Leadership
★ 4.5 (45) · Beginner · Specialization · 1 - 3 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Team Leadership, Conflict Management, Team Management, Employee Coaching, Change Management, Expectation Management, Constructive Feedback, Diversity and Inclusion, Organizational Change, Coaching, Teamwork, Verbal Communication Skills, Leadership, Communication Strategies, Communication, Proactivity
★ 4.8 (511) · Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Professional Development, Business Ethics, Professionalism, Decision Making, Ethical Standards And Conduct, Personal Integrity, Communication Strategies, Personal Development, Honesty, Communication, New Hire Orientations, Self-Awareness
★ 4.8 (67) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Finance, Export Control, Regulatory Compliance, Organizational Strategy, Property and Real Estate, Strategic Decision-Making, Business Analysis, Policy Analysis, Research, and Development, Case Law, Case Studies, Analysis, Consolidation
★ 4.7 (415) · Intermediate · Specialization · 3 - 6 Months