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: Collaborative Software, Taking Meeting Minutes, Meeting Facilitation, Project Documentation, Productivity Software, Document Management, Team Oriented, Shared Media, Workflow Management, Accountability, Team Management, Action Oriented, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Inventory Management System, Inventory Management, Retail Management, Retail Store Operations, Inventory Control, Inventory Control Systems, Supply Chain Systems, Product Management, Supply Chain, Supply Management, Packaging and Labeling, Supply Chain Management, Supply Chain Planning, Product Lifecycle Management, Data-Driven Decision-Making, Sustainable Business, Operational Efficiency, Customer Success Management, Business, Coordination
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Data Visualization, Dashboard Creation, Spreadsheet Software, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Decision Making, Performance Analysis, Automation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Investment Management, Financial Modeling, Investments, Securities (Finance), Financial Analysis, Mathematical Modeling, Financial Market, Mathematical Theory & Analysis, Finance, Cash Flows, Return On Investment, Calculus, Portfolio Management, Derivatives, Applied Mathematics, Integral Calculus, Business
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, Azure DevOps, Cloud Deployment, Continuous Deployment, Git (Version Control System), Version Control, Microsoft Azure, Release Management, IT Automation, Code Review
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard Creation, Cloud-Native Computing, Business Intelligence Software, Amazon Web Services, Data Manipulation, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Capital Budgeting, Cash Flows, Financial Modeling, Excel Formulas, Financial Analysis, Data-Driven Decision-Making, Project Finance, Microsoft Excel
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, Generative AI, Responsible AI, Decision Intelligence, Strategic Thinking, Business Strategy, Key Performance Indicators (KPIs), Technology Strategies, Performance Measurement, Business Metrics, Environmental Social And Corporate Governance (ESG), Business Priorities, Digital Transformation, Verbal Strategic Communication, Technical Communication, Competitive Intelligence, Corporate Sustainability, Strategic Prioritization, Competitive Analysis, Benchmarking
Intermediate · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Stakeholder Analysis, Stakeholder Management, Relationship Building, Stakeholder Engagement, Strategic Partnership, Stakeholder Communications, Influencing, Relationship Management, Internal Communications, Professional Networking, Conflict Management, Political Sciences, Collaboration, Organizational Effectiveness, Risk Analysis, Leadership Studies, Advocacy, Personal Integrity, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Performance Testing, Performance Stress Testing, Information Architecture, System Configuration, Content Management Systems, Performance Tuning, Verification And Validation, Technical Documentation, Collaborative Software, Content Management, User Interface (UI), UI Components, Document Management, Usability, Version Control, Scalability, Data Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Capacity Planning, Capacity Management, Data-Driven Decision-Making, Resource Planning, Resource Allocation, Project Coordination, Resource Utilization, Project Management, Project Schedules, Resource Management, Performance Measurement, Management Reporting, Business Writing, People Management, Business Communication, Risk Mitigation, Data Visualization, Spreadsheet Software, Stakeholder Communications, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Version Control, GitHub, User Accounts, Role-Based Access Control (RBAC), Microsoft Visual Studio, User Provisioning, Git (Version Control System), Debugging, .NET Framework, Microsoft SQL Servers, Object-Relational Mapping, Programming Principles, Full-Stack Web Development, Database Application, Identity and Access Management, Development Environment, Database Management, Database Development
Intermediate · Specialization · 1 - 3 Months