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.

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 Virginia
Skills you'll gain: Peer Review, Organizational Strategy, Strategic Thinking, Business Research, Milestones (Project Management), Project Management, Executive Presence, Business Strategy, Verbal Strategic Communication, Research Reports, Business Analysis, Strategic Decision-Making, Business Communication, Analysis, Report Writing, Business Writing, Decision Making, Constructive Feedback
★ 4.7 (219) · Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Data Science, Web Applications, Python Programming, Data Analysis, Programming Principles, Artificial Intelligence, Computer Programming, Game Design
★ 4.5 (2.2K) · Beginner · Guided Project · Less Than 2 Hours

University of California, Irvine
Skills you'll gain: Work Breakdown Structure, Project Risk Management, Risk Management, Project Management, Project Scoping, Project Planning, Risk Mitigation, Scope Management, Project Schedules, Risk Analysis, Project Documentation, Project Estimation, Timelines, Cost Estimation, Scheduling, Accountability Frameworks, Budgeting, Accountability
★ 4.8 (3.4K) · Mixed · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Influencing, Relationship Building, Professional Networking, Persuasive Communication, Organizational Effectiveness, Organizational Structure, Relationship Management, Business Ethics, Ethical Standards And Conduct, Decision Making, Strategic Partnership, Social Network Analysis, Proactivity, General Networking, Self-Awareness
★ 4.7 (346) · Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Root Cause Analysis, Resource Allocation, Operations Management, Operational Analysis, Problem Management, Operations, Resource Management, Coordinating, Budget Management, Project Coordination, Corrective and Preventive Action (CAPA), Milestones (Project Management), Cost Management, Operational Performance Management, Project Planning, Operational Efficiency, Project Schedules, Microsoft Copilot, Process Analysis, Budgeting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Product Development, New Product Development, Product Management, Product Lifecycle Management, Product Roadmaps, Market Research, Microsoft 365, Product Planning, Product Requirements, Agile Product Development, AI Product Strategy, Cross-Functional Collaboration, Product Strategy, Market Analysis, Business Research, Compliance Management, Competitive Analysis, Cross-Functional Team Leadership, Enterprise Security, Agile Methodology
★ 4.5 (322) · Beginner · Course · 1 - 3 Months
Skills you'll gain: Model Based Systems Engineering, Simulation and Simulation Software, Simulations, Scenario Testing, Virtual Environment, Mathematical Modeling, Systems Integration, Model Evaluation, Systems Engineering, Engineering Analysis, Visualization (Computer Graphics), Verification And Validation, Prototyping, Performance Testing, Control Systems, Animations, Process Driven Development, Engineering, Design Specifications, Matlab
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Team Leadership, Team Management, Team Building, Team Performance Management, Teamwork, Conflict Management, Team Motivation, Trustworthiness, Decision Making, Team Collaboration, Strategic Decision-Making, Rapport Building, People Management, Goal Setting, Leadership, Professional Development, Performance Management, Performance Analysis, Lifelong Learning, Knowledge Transfer
★ 4.8 (213) · Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Generative AI, Prompt Engineering, Data Ethics, AI Security, Decision Intelligence, Intellectual Property, Large Language Modeling, Risk Analysis, Legal Risk, Compliance Management, Governance
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Order Management, Order Fulfillment, Inventory and Warehousing, Inventory Management, Market Opportunities, Retail Store Operations, E-Commerce, Product Assortment, Merchant Services, Retail Management, Product Planning, Market Research, Shipping and Receiving, Merchandising, Web Design, Sales Strategy, Marketing Channel, Business, Marketing Strategies, Digital Marketing
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Search Engine Optimization, Email Marketing, Conversion Funnel Analysis, Blogs, Keyword Research, Web Analytics and SEO, Content Optimization, WordPress, Marketing, Online Advertising, Marketing Planning, E-Commerce, Performance marketing, Digital Marketing, Copywriting, Sales Process, Advertising Mail, Newsletters, Digital Advertising, Test Tools
Beginner · Course · 3 - 6 Months