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.

Banco Interamericano de Desarrollo
Skills you'll gain: Data Storytelling, Data Visualization, Data Governance, Process Improvement, Data Strategy, Process Mapping, Data-Driven Decision-Making, Performance Improvement, Data Visualization Software, Organizational Effectiveness, Organizational Leadership, Business Leadership, Strategic Decision-Making, Leadership, Change Management
Beginner · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Health Informatics, Clinical Informatics, Health Systems, Health Information Management, Interoperability, Health Technology, Health Care, Health Policy, Medical Terminology, Public Health, Stakeholder Engagement, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Office, Version Control, Document Management, Content Management, User Accounts, Data Sharing, Web Content Accessibility Guidelines
Beginner · Guided Project · Less Than 2 Hours

Fred Hutchinson Cancer Center
Skills you'll gain: Responsible AI, ChatGPT, Data Ethics, Generative AI, Social Justice, Artificial Intelligence, Ethical Standards And Conduct, Model Evaluation, Social Impact, Informed Consent, Verification And Validation, Case Studies, Mitigation, Data Science
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Team Building, Team Leadership, Leadership and Management, Rapport Building, Employee Onboarding, Leadership, Recognizing Others, Team Motivation, Performance Analysis, Employee Performance Management, Meeting Facilitation, Constructive Feedback, Safety Culture, Productivity, Workplace inclusivity, Coaching, Empathy, Goal Setting, Planning, Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, Agile Product Development, Jira (Software), Agile Methodology, Estimation, Backlogs, Agile Project Management, Sprint Planning, Project Management Software, User Story, ChatGPT, AI Enablement, AI Workflows, Team Management, Prioritization
Intermediate · Course · 3 - 6 Months

Packt
Skills you'll gain: Negotiation, Communication, Conflict Management, Interpersonal Communications, Collaboration, Assertiveness, Proposal Development, Problem Solving, Active Listening, Planning, Cognitive flexibility
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Cloud API, Data-Driven Decision-Making, Text Mining, Application Programming Interface (API), Time Series Analysis and Forecasting, Web Services, Restful API
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Version Control, GitHub, Git (Version Control System), Collaborative Software
Beginner · Guided Project · Less Than 2 Hours

Minnesota State University, Mankato
Skills you'll gain: Research, Usability Testing, Usability, Research Methodologies, User Research, Writing and Editing, User Feedback, Report Writing, Web Content Accessibility Guidelines, User Experience Design, AI Enablement, Persona (User Experience), User Experience, Analysis
Beginner · Course · 1 - 4 Weeks

University of Huddersfield
Skills you'll gain: Stakeholder Management, Business Strategy, Strategic Planning, Organizational Strategy, Innovation, Stakeholder Analysis, Strategic Leadership, Strategic Thinking, Organizational Change, Strategic Decision-Making, Business Transformation, Business Planning, Case Studies, Business Leadership, Change Management, Growth Strategies, Strategic Prioritization, Strategic Communication, Business Priorities, Critical Thinking and Problem Solving
Beginner · Specialization · 1 - 3 Months

Universidades Anáhuac
Skills you'll gain: Organizational Strategy, Strategic Decision-Making, Business Strategy, Strategic Thinking, Plan Execution, Performance Measurement, Business Management, Competitive Analysis, Goal Setting, Key Performance Indicators (KPIs), Market Analysis
Mixed · Course · 1 - 3 Months