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: GitHub, Version Control, Git (Version Control System), Unix Shell, Software Versioning, Linux Commands, Command-Line Interface, Collaborative Software, Software Configuration Management, Software Installation, Configuration Management, File Systems, File Management, System Configuration
★ 4.4 (22) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Large Language Modeling, Artificial Intelligence, AI Workflows, Model Optimization, MLOps (Machine Learning Operations), Information Privacy, Model Deployment, Machine Learning, Natural Language Processing, Version Control, Model Evaluation, Scalability
★ 4.9 (10) · Intermediate · Course · 1 - 4 Weeks

FAIR Institute
Skills you'll gain: Cyber Risk, Cyber Governance, Risk Management, Enterprise Risk Management (ERM), Risk Management Framework, Cyber Security Strategy, Risk Analysis, Risk Modeling, Risk Appetite, Operational Risk, Business Risk Management, Compliance Management, Incident Response, Business Priorities, Stakeholder Communications, Computer Security Incident Management, Continuous Improvement Process, Compliance Reporting, Decision Making, Stakeholder Management
Intermediate · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Marketing Analytics, Marketing Effectiveness, Data-Driven Marketing, Marketing Strategies, Marketing, Customer Analysis, Data-Driven Decision-Making, Analytics, Performance Measurement, Brand Management, Regression Analysis, Consumer Behaviour, Return On Investment, A/B Testing, Statistical Methods, Statistical Analysis
Beginner · Course · 1 - 3 Months
Skills you'll gain: Competitive Analysis, Business Development, Data-Driven Decision-Making, Generative AI, Market Opportunities, Market Analysis, Market Research, Trend Analysis, Strategic Thinking, Market Trend, Business Intelligence, Business Strategy, Sustainable Business, Forecasting, AI Integrations, Strategic Planning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Improvement Process, Performance Improvement, Project Risk Management, Performance Metric, Process Improvement, Quality Improvement, Risk Management, Process Improvement and Optimization, Risk Analysis, Operational Performance Management, Process Management, Performance Measurement, Quality Management, Performance Management, Process Capability, Process Validation, Risk Mitigation, Project Management, Quality Assurance, Process Optimization
★ 5 (23) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Data Presentation, Pivot Tables And Charts, Ad Hoc Reporting, Data Storytelling, Business Intelligence, Data Modeling, Concision, Design Reviews
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, AI literacy, AI Security, Applied Machine Learning, AI Workflows, No-Code Development, Model Deployment, Machine Learning
★ 4.5 (36) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Sales, Sales Strategy, Consultative Selling, Selling Techniques, Account Strategy, Customer Relationship Building, Business Communication, Consultative Approaches, Relationship Building, Sales Pipelines, General Sales Practices, Overcoming Objections, Solution Selling, Relationship Management, Sales Process, Communication Strategies, Proposal Writing, Digital Transformation, AI Personalization, Personalized Campaigns
Intermediate · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Strategic Marketing, Marketing Strategies, Consumer Behaviour, Marketing, Data-Driven Marketing, Marketing Planning, Marketing Strategy and Techniques, Customer Analysis, Data Strategy, Marketing Analytics, Target Market, Customer Insights, Value Propositions, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Web Development Tools, Web Design, Front-End Web Development, Web Content Accessibility Guidelines, Debugging, Semantic Web, Web Analytics and SEO
★ 4.5 (16) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Risk Management Framework, Governance Risk Management and Compliance, Risk Modeling, Risk Analysis, Financial Analysis, Financial Market, Financial Trading, Cyber Governance, Risk Management, Bank Regulations, Financial Regulations, Financial Systems, Operational Risk, Analysis, Financial Data, Supplier Risk Management, Hedge Accounting, Performance Stress Testing, Governance, Capital Budgeting
★ 4.8 (6) · Beginner · Specialization · 3 - 6 Months