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.

Coursera
Skills you'll gain: Dashboard, Dashboard Creation, Sales Process, Sales, Customer Relationship Management (CRM) Software, Data Transformation, Data-Driven Decision-Making, Customer Insights, Customer Relationship Management, Data Presentation, Analytics, Performance Analysis, Pivot Tables And Charts, Analysis, Power BI, Predictive Analytics, Performance Metric, Business Metrics, Visualization (Computer Graphics), Negotiation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Market Trend, Financial Market, Portfolio Risk, Financial Trading, Portfolio Management, Financial Forecasting, Market Dynamics, Trend Analysis, Financial Analysis, Investment Management, Market Analysis, Risk Analysis, Probability & Statistics
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI Agents, Generative AI, Gemini, Responsible AI, Google Cloud Platform, AI Product Strategy, Data Governance, AI Security, Cloud Infrastructure, Data Management, Cloud Solutions, Cloud Platforms, Decision Making, LLM Application, Agentic systems
Beginner · Course · 1 - 3 Months

Skills you'll gain: Compliance Management, Regulatory Compliance, Compliance Reporting, Business Ethics, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulatory Requirements, Lending and Underwriting, Financial Industry Regulatory Authorities, Risk Control, Consumer Lending, Operational Risk, Risk Management Framework, Financial Regulations, Legal Risk, Business Risk Management, Risk Management, Case Studies, Financial Services
Beginner · Course · 1 - 4 Weeks

University of Huddersfield
Skills you'll gain: Leadership and Management, Organizational Strategy, Leadership Studies, Leadership Development, Organizational Leadership, Strategic Thinking, Strategic Leadership, Organizational Effectiveness, Business Management, Organizational Development, Personal Development, Business Strategies, Strategic Decision-Making, Case Studies, Business Strategy, Self-Awareness, Goal Setting
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Data-Driven Marketing, Email Marketing, Goal Setting, Marketing Analytics, Marketing Strategies, Marketing Effectiveness, Data-Driven Decision-Making, Campaign Management, Performance Metric, Dashboard, Key Performance Indicators (KPIs), Performance Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tableau Software, Business Intelligence, Interactive Data Visualization, Dashboard Creation, Data Storytelling, Business Analytics, Business Intelligence Software, Data Analysis, Data Visualization, Data Visualization Software, Statistical Visualization, Trend Analysis, Data Wrangling, Regional Sales, Market Analysis, Data Sharing, Performance Analysis, Timelines, Variance Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Risk Analysis, Governance Risk Management and Compliance, Risk Management Framework, Project Risk Management, Risk Management, Risk Modeling, IT Management, Governance, Risk Mitigation, Contingency Planning, Business Risk Management, Enterprise Risk Management (ERM), Risk Control, Cyber Governance, Cyber Risk, Performance Measurement, Asset Management, Stakeholder Engagement
Mixed · Course · 1 - 3 Months

Skills you'll gain: Development Environment, Software Development Tools, Scripting, Git (Version Control System), Scripting Languages, Version Control, Package and Software Management, Software Development, Software Visualization, Application Development, Performance Tuning, Software Installation, System Configuration
Intermediate · Course · 1 - 3 Months

Skills you'll gain: GitHub, Git (Version Control System), Version Control, File Management, Collaborative Software, Software Versioning, Open Source Technology, Software Configuration Management, Code Review
Beginner · Course · 1 - 3 Months

Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Market Dynamics, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Technical Analysis, Market Trend, Trend Analysis, Financial Trading, Marketing Psychology, Financial Market, Market Analysis, Analysis, Consolidation
Mixed · Course · 1 - 4 Weeks