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.

Erasmus University Rotterdam
Skills you'll gain: Constructive Feedback, Higher Education, Instructional Design, Planning, Reliability, Analytical Skills, Decision Making, Collaboration
★ 4.8 (436) · Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Go To Market Strategy, Campaign Planning, Value Propositions, Marketing Strategies, Strategic Marketing, Marketing Planning, Product Marketing, Persona Development, Target Market, Marketing Effectiveness, Market Opportunities, Target Audience, Product Strategy, Campaign Management, Business Priorities, Market Share, Data-Driven Marketing, Market Research, Market Analysis, Microsoft Excel
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Anthropic Claude, Claude Code, AI Workflows, Prompt Engineering Tools, Agentic Workflows, AI Orchestration, Model Context Protocol, Presentations, Excel Formulas, Business Process Automation, Microsoft PowerPoint, Spreadsheet Software, Data Presentation, Financial Data, Tool Calling, Productivity Software, Automation, Financial Modeling, Workflow Management
Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Competitive Analysis, Market Analysis, Business Strategy, Competitive Intelligence, Strategic Thinking, Market Dynamics, Market Intelligence, Strategic Decision-Making, Market Opportunities, Market Research, Analysis
Beginner · Course · 1 - 4 Weeks

ESSEC Business School
Skills you'll gain: Revenue Management, Hospitality Management, Forecasting, Budgeting, Hotels and Accommodations, Hospitality, Financial Forecasting, Hotel Operations, Revenue Forecasting, Target Market, Booking (Sales), Market Dynamics, Consumer Behaviour, Digital Transformation, Customer Acquisition Management, Data-Driven Decision-Making
★ 4.6 (1.1K) · Mixed · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Strategic Marketing, Product Strategy, Marketing, Business Strategy, Go To Market Strategy, Marketing Strategy and Techniques, Value Propositions, Design Thinking, Customer Analysis, Market Dynamics, Brand Strategy, Target Market, Strategic Thinking, Product Development, Product Lining, Branding, New Product Development, Consumer Behaviour, Competitive Analysis, Market Trend
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Wireless Networks, Reinforcement Learning, Communication Systems, Real Time Data, Systems Architecture
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Team Building, Teamwork, Team Management, Team Leadership, Team Performance Management, Team Collaboration, Conflict Management, Team Motivation, Collaboration, Rapport Building, Relationship Building, Drive Engagement, Performance Management, Performance Analysis, Organizational Structure, Knowledge Transfer, Leadership, Innovation, People Development, Industrial and Organizational Psychology
★ 4.8 (2.4K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Project Risk Management, Workflow Management, Business Workflow Analysis, Team Performance Management, Risk Management, Leadership Studies, Team Leadership, Agile Project Management, Leadership and Management, Collaborative Software, Project Management, Innovation, Agile Software Development, Process Improvement, Strategic Decision-Making, Change Management, Artificial Intelligence, Adaptability, Digital Transformation, Communication
★ 4.6 (562) · Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: HubSpot CRM, B2B Sales, Lead Generation, Business Marketing, Sales Pipelines, Prospecting and Qualification, Workflow Management, Sales Development, Marketing Automation, Sales Process, Customer Relationship Management (CRM) Software, Conversion Funnel Analysis, Sales Prospecting, Process Design, Sales Enablement, Sales, Customer Analysis, Driving engagement, Content Performance Analysis, Marketing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Engineering, Snowflake Schema, Data Pipelines, Retrieval-Augmented Generation, Generative AI, Model Deployment, Data Architecture, Responsible AI, Embeddings, Data Transformation, Data Processing, Data Governance, Data Management, Data Quality, Business Logic, SQL, Data Collection, Data Entry, Data Security, Python Programming
Beginner · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Decision Making, Positivity, Optimism, Economics, Policy, and Social Studies, Behavioral Economics, Public Policies, Diversity Awareness, Compassion, Sociology, Culture, Psychology, Cultural Diversity, Decision Intelligence, Policy Analysis, Mental Health, Resilience, Critical Thinking, Human Development, Social Sciences, Personal Development
★ 4.3 (36) · Beginner · Specialization · 3 - 6 Months