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: AI Product Strategy, Microsoft Azure, Decision Intelligence, AI literacy, Discussion Facilitation, Governance, Artificial Intelligence, Responsible AI, Decision Making, Model Deployment, Model Evaluation, Business Priorities, Business Requirements, Feasibility Studies, Risk Management, Project Risk Management, Project Documentation, Goal Setting, Requirements Analysis, Cost Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Data Import/Export, Dashboard, Data Modeling, Spreadsheet Software, Dashboard Creation, Statistical Methods, Business Analytics, Business Intelligence, Statistical Analysis, Data Analysis, Interactive Data Visualization, Data Processing, Data Manipulation, Data-Driven Decision-Making, Data Preprocessing, Case Studies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Presentations, Rmarkdown, Data Presentation, Data Cleansing, Data Visualization, Ggplot2, Data Validation, Spreadsheet Software, Data Visualization Software, Data Ethics, Data Analysis, Interactive Data Visualization, Data-Driven Decision-Making, Tableau Software, Data Processing, Dashboard, Business Analysis, Stakeholder Communications, File Management
★ 4.8 (12K) · Beginner · Professional Certificate · 3 - 6 Months
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Business Strategy, Game Theory, Strategic Thinking, Competitive Analysis, Strategic Partnership, Product Strategy, Strategic Decision-Making, Market Dynamics, New Business Development, Market Opportunities, New Product Development, Market Analysis, Product Development, Innovation, Coordination
★ 4.8 (3.1K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Analysis Expressions (DAX), Power BI, Data Visualization, Key Performance Indicators (KPIs), Data Transformation, Dashboard Creation, Presentations, Data Synthesis, Usability Testing, Microsoft PowerPoint, Star Schema, Data Integration, Business Intelligence Software, Microsoft Excel, Statistical Visualization, Business Intelligence, Data Cleansing
★ 4.6 (1.8K) · Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Influencing, Constructive Feedback, Storytelling, Decision Making, Professional Networking, Public Speaking, Non-Verbal Communication, Creative Thinking, Self-Awareness, Communication, Creativity, Independent Thinking, People Development, Relationship Building, Tactfulness, People Management, Relationship Management, Growth Mindedness, Social Skills, Recognizing Others
★ 4.8 (4.4K) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Context Engineering, AI literacy, Brainstorming, AI powered creativity, Email Automation, Ideation, Timelines, AI Enablement, LLM Application, Taking Meeting Minutes, Concision, Business Writing
★ 4.8 (1.2K) · Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Git (Version Control System), JUnit, Android Studio, Android Development, Unit Testing, Android (Operating System), Version Control, Maintainability, Software Design Patterns, Test Automation, File I/O, Object Oriented Programming (OOP), Integration Testing, Test Driven Development (TDD), Mobile Development, Development Testing, Software Testing, Testability, Software Engineering, Java Programming
★ 4.5 (3.7K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Lakes, Microsoft Azure, Data Architecture, Extract, Transform, Load, Power BI, Data Security, Data Transformation, Data Governance, Data Warehousing, Real Time Data, Computing Platforms, Collaborative Software, Data-Driven Decision-Making, Data Integration, Dashboard, Data Analysis, Data Presentation, Cloud Infrastructure, Python Programming, Machine Learning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Supply Chain, Supply Chain Management, Supply Chain Planning, Strategic Leadership, Leadership, Sustainable Business, Technology Strategies, Supplier Risk Management, Strategic Decision-Making, Risk Analysis, Corporate Sustainability, Risk Modeling, Strategic Communication, Cost Benefit Analysis, Stakeholder Communications, Cost Reduction, Risk Management, Service Level, Working Capital
Advanced · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Cost Control, Cost Accounting, Operating Cost, Management Accounting, Cost Management, Profit and Loss (P&L) Management, Strategic Decision-Making, Expense Management, Variance Analysis, Budgeting, Operational Efficiency, Performance Measurement, Decision Making, Financial Analysis, Process Improvement, Investments
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Virtual Teams, Intercultural Competence, Gap Analysis, Diversity and Inclusion, Team Leadership, Team Management, Team Building, Organizational Leadership, People Management, Leadership, Leadership Development, Workplace inclusivity, Team Performance Management, Employee Engagement, Emotional Intelligence, Communication, Performance Management, Talent Management, Trustworthiness, Decision Making
Intermediate · Course · 1 - 4 Weeks