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: Delegation Skills, Team Performance Management, Performance Appraisal, Goal Setting, Performance Review, Performance Management, Accountability, Accountability Frameworks, Employee Performance Management, Performance Analysis, Expectation Management, Business Priorities, Performance Measurement, Constructive Feedback, Key Performance Indicators (KPIs), Resource Allocation, Collaborative Software, Power BI, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: SAP Analytics Cloud, Data Access, Data Modeling, Real Time Data, Stored Procedure, Data Warehousing, Database Design, Extract, Transform, Load, Database Architecture and Administration, Text Mining, Data Integration, Data Import/Export, Advanced Analytics, SAP Applications, SQL, Decision Intelligence, Data Storage Technologies, Analysis, Data Transformation, Scripting
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Resource Utilization, Budget Management, Capacity Planning, Cost Control, Accountability, Cost Accounting, Financial Controls, Financial Planning, Financial Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Data Visualization, Cloud Applications, Application Deployment, UI Components, Server Side, Dashboard Creation, Performance Tuning, R (Software), Dashboard, Secure Coding, User Interface (UI), Application Lifecycle Management, Web Applications, Authentications, Application Development, R Programming, Data Management
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Wealth Management, Financial Planning, Market Data, Financial Services, Insurance, Financial Analysis, Insurance Policies, Portfolio Management, Investment Management, Financial Market, General Finance, Investments, Asset Management, Market Analysis, Equities, Performance Analysis, Insurance and Warranty Claims Processing, Return On Investment, Risk Management, Strategic Decision-Making
★ 5 (13) · Mixed · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Energy and Utilities, Sustainable Engineering, Sustainable Technologies, Climate Change Mitigation, Electric Power Systems, Systems Analysis, Decision Intelligence, Simulation and Simulation Software, Electrical Power, Electrical Systems, Sustainable Systems, Systems Thinking, Engineering Analysis, Environmental Issue, Social Studies, Social Impact, Sustainable Development, Economics, Policy, and Social Studies, Simulations, Community Development
Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Clinical Leadership, Leadership Studies, Organizational Leadership, Personal Attributes, Emotional Intelligence, Culture Transformation, Self-Awareness, Leadership and Management, Leadership Development, Organizational Development, Leadership, Organizational Change, Personal Integrity, Influencing, Health Administration, Health Systems, Healthcare Ethics, Health Care, Culture, Decision Making
Intermediate · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Delegation Skills, Goal Setting, Prioritization, Calendar Management, Time Management, Productivity, Personal Development, Scheduling, Self-Discipline, Decision Making, Self-Awareness, Smart Goals, Habit Formation, Emotional Intelligence, Stress Management, Empathy & Emotional Intelligence, Mindfulness, Communication Strategies, Project Planning
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Data Warehousing, Data Modeling, Database Design, SQL, Business Intelligence, Databases, Relational Databases, Database Theory, Database Architecture and Administration, Database Management, Data Integrity, Data Analysis, Query Languages, Data-Driven Decision-Making, Analysis, Diagram Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Conversion Funnel Analysis, Marketing Analytics, Data-Driven Marketing, Web Analytics, Digital Analysis, Customer Analysis, Marketing Automation, Customer Insights, Correlation Analysis, Statistical Methods, Statistical Analysis, Web Analytics and SEO, Decision Intelligence, System Monitoring, Model Evaluation, Continuous Monitoring, Quality Assessment, Data Validation, Verification And Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Storytelling, Data Presentation, Strategic Prioritization, User Research, Data-Driven Decision-Making, Persona Development, Stakeholder Communications, Prioritization, Analytics, Presentations, Stakeholder Engagement, Stakeholder Management, Strategic Decision-Making, Strategic Communication, Quantitative Research
Intermediate · Course · 1 - 4 Weeks