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.

Politecnico di Milano
Skills you'll gain: Data Strategy, Business Modeling, Data Ethics, Design Thinking, Innovation, Customer Data Management, Augmented and Virtual Reality (AR/VR), Market Opportunities, Data Governance, Technology Strategies, Data Management, Data-Driven Decision-Making, Platform As A Service (PaaS), Product Development, Big Data, Customer Insights, Strategic Thinking, Systems Thinking, Digital Transformation, Business Transformation
Beginner · Specialization · 3 - 6 Months

Northeastern University
Skills you'll gain: Health Informatics, Health Information Management, Health Systems, Health Technology, Clinical Informatics, Health Care, Health Information Management and Medical Records, Health Care Administration, Data Sharing, Electronic Medical Record, Interoperability, Decision Support Systems, Data Management, Data Storage, Artificial Intelligence, Digital Transformation
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Workforce Development, Higher Education, Academic Advising, Relationship Building, Market Dynamics, Research, Student Engagement, Discussion Facilitation, Analysis, Diversity and Inclusion, Decision Making
Beginner · Course · 1 - 4 Weeks

Unilever
Skills you'll gain: Descriptive Analytics, Supply Chain Management, Supply Chain Systems, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Predictive Analytics, Forecasting, Inventory Management System, Data-Driven Decision-Making, Business Analytics, Advanced Analytics, Analytics, Agile Methodology, SQL, Data Presentation, Data Analysis, Technical Communication, Python Programming
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Version Control, Git (Version Control System), Linux, Cloud Computing Architecture, DevOps, Virtualization, Cloud Computing, Cloud Infrastructure, Containerization, Infrastructure As A Service (IaaS), Software As A Service, Virtual Networking, Virtual Machines, Platform As A Service (PaaS)
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Customer Relationship Management, Financial Analysis, Business Modeling, Business Planning, Business Strategy, Financial Statements, Strategic Decision-Making, Accounting, Entrepreneurship, Competitive Analysis, Value Propositions
Beginner · Course · 1 - 3 Months

Harvard Business Review
Skills you'll gain: Business Modeling, Business Acumen, Business Strategy, Data-Driven Decision-Making, Decision Making, Competitive Analysis, Financial Statements, Leadership, Financial Analysis, Team Leadership, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Preprocessing, Data Science, Data Transformation, Machine Learning, Model Evaluation, Python Programming
Beginner · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure As A Service (IaaS)
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Test Planning, OpenAI API, Version Control, Debugging, Google Gemini, Software Design Patterns, Object Oriented Design, ChatGPT, Software Testing, Test Tools, Responsible AI, Infrastructure as Code (IaC), Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Prompt Engineering, GitHub, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 3 - 6 Months

IIMA - IIM Ahmedabad
Skills you'll gain: Digital Transformation, Business Transformation, Stakeholder Engagement, Organizational Change, Change Management, Business Modeling, Enterprise Architecture, Cloud Computing Architecture, Governance, Data-Driven Decision-Making, Workforce Development, Overcoming Objections, Cybersecurity
Beginner · Course · 1 - 3 Months

Skills you'll gain: SAP Signavio, Business Process Modeling, Performance Measurement, Process Analysis, Process Design, Business Process, Process Mapping, Process Improvement, Gap Analysis, SAP Analytics Cloud, Business Process Improvement, Dashboard, Data Visualization, Root Cause Analysis, Data-Driven Decision-Making, ChatGPT
Beginner · Course · 1 - 4 Weeks