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.

Fundação Instituto de Administração
Skills you'll gain: Crisis Management, Marketing Communications, Brand Management, Branding, Brand Awareness, Brand Strategy, Strategic Communication, Contingency Planning, Corporate Communications, Public Relations, Social Media Management, Management Information Systems, Communication, Media Relations, Auditing, Organizational Structure, Decision Making
Intermediate · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Interpersonal Communications, Social Skills, Negotiation, Communication, Assertiveness, Strategic Decision-Making, Emotional Intelligence, Business Communication, Constructive Feedback, Empathy, Active Listening, Conflict Management, Verbal Communication Skills, Cultural Diversity, Relationship Building, Employee Performance Management, Strategic Thinking, Leadership, Communication Strategies, Collaboration
Advanced · Specialization · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Change Management, Organizational Change, Responsible AI, Business Transformation, Generative AI, AI Product Strategy, Organizational Leadership, Workforce Development, Scalability, Innovation, Stakeholder Management, Stakeholder Analysis, Employee Training, Leadership, Strategic Decision-Making, Cross-Functional Collaboration, Communication
Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Knowledge Transfer, Information Management, Organizational Strategy, Organizational Structure, Competitive Intelligence, Business Strategy, Content Management, Performance Measurement, Employee Training, Decision Making
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Economics, Game Theory, Economic Development, Market Dynamics, Socioeconomics, Behavioral Economics, Business Economics, Policy Analysis, Public Policies, Decision Making, Market Analysis, Consumer Behaviour, Supply And Demand, Analysis, Cost Benefit Analysis, Strategic Decision-Making, Competitive Analysis, Production Planning, Critical Thinking, Resource Allocation
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Agile Project Management, Forecasting, Sprint Planning, Agile Methodology, Workflow Management, Project Management Software, Innovation, Project Management Life Cycle, Project Management, Data-Driven Decision-Making, Automation, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Change Management
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Negotiation, Conflict Management, Behavioral Economics, Decision Making, Relationship Building, Communication, Business Administration, Active Listening
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Process Engineering, Safety Assurance, Safety Training, Risk Management, Process Control, Failure Analysis, Accident Prevention, Risk Analysis
Intermediate · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Prioritization, Self-Awareness, Decision Making, Personal Development, Resourcefulness, Goal Setting, Research
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: IT Management, Project Risk Management, Technical Management, Risk Management, Project Management, Generative AI, Case Studies, Resource Allocation, Innovation, Business Ethics, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, Requirements Elicitation, Requirements Analysis, Data Presentation, Workflow Management, Process Optimization
Intermediate · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Capital Budgeting, Pivot Tables And Charts, Dashboard, Microsoft Excel, Business Intelligence, Data Visualization, Financial Analysis, Key Performance Indicators (KPIs), Productivity Software, Business Metrics, Google Sheets, Financial Management, Data-Driven Decision-Making, Loans, Data Analysis Software
Build toward a degree
Intermediate · Course · 1 - 4 Weeks