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.

Microsoft
Skills you'll gain: Customer Insights, Customer Analysis, Customer Data Management, Data-Driven Marketing, Customer Relationship Management (CRM) Software, Customer Relationship Management, Marketing Analytics, Customer Engagement, Target Audience, Customer experience improvement, Personalized Campaigns, Data Integration, Email Marketing, Web Analytics, Driving engagement, Data Governance, Digital Analysis, Performance Measurement, Data Storytelling, Data Modeling
Beginner · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: Portfolio Management, Investments, Investment Management, Portfolio Risk, Business Ethics, Wealth Management, Behavioral Economics, Financial Market, Decision Making, Asset Management, Market Dynamics, Finance, Ethical Standards And Conduct, General Finance, Financial Analysis, Economics, Risk Management
★ 4.8 (1.8K) · Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Corporate Sustainability, Key Performance Indicators (KPIs), Sustainability Reporting, Dashboard, Performance Measurement, Sustainable Systems, Sustainability Standards, Sustainable Development, Correlation Analysis, Sustainable Design, Process Development, Organizational Strategy, Data-Driven Decision-Making, Power BI, Process Improvement, Microsoft Copilot, Change Management, Data Visualization
Advanced · Course · 1 - 3 Months

Interactive Brokers
Skills you'll gain: Derivatives, Futures Exchange, Financial Trading, Financial Market, Risk Management, Market Analysis, Capital Markets, Risk Analysis, Investments, Equities, Market Dynamics, Profit and Loss (P&L) Management, Decision Making
★ 4.5 (278) · Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: AI Security, Generative AI, Security Strategy, Responsible AI, Threat Modeling, Threat Management, Risk Analysis, Governance Risk Management and Compliance, Risk Management, Cyber Governance, Risk Management Framework, Security Architecture Review, Technical Communication, IT Security Architecture, Cybersecurity, Cloud Security, Regulatory Compliance, Internal Auditing, Stakeholder Management, Policy Development
Intermediate · Course · 1 - 3 Months

Technical University of Denmark (DTU)
Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Molecular, Cellular, and Microbiology, Infectious Diseases, Medical Science and Research, Biomedical Technology, Epidemiology, Biotechnology, Diagnostic Tests, Data Analysis Software, Database Development, Taxonomy, Data Pipelines, Scientific Visualization, Data Processing
★ 4.6 (1.6K) · Beginner · Course · 1 - 3 Months

Chegg Skills
Skills you'll gain: Responsible AI, Operational Efficiency, Natural Language Processing, Data Ethics, Workflow Management, Customer Service, AI Enablement, Operations, Customer experience improvement, Customer experience strategy (CX), Customer Communications Management, AI literacy, Artificial Intelligence, Customer Support, Service Improvement, AI Personalization, Guest Relations, Prompt Engineering, Communication, Problem Solving
Beginner · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Creative Thinking, Brainstorming, Design Thinking, Ideation, Creativity, Creative Problem-Solving, AI powered creativity, Problem Solving, Innovation, Human Centered Design, Cognitive flexibility, Artificial Intelligence, Generative AI, Decision Making, Analysis
★ 4.8 (923) · Beginner · Specialization · 3 - 6 Months

British Standards Institution
Skills you'll gain: Risking, Statistical Methods, Data Ethics, Model Evaluation, Vulnerability Assessments, Statistical Hypothesis Testing, MLOps (Machine Learning Operations), Performance Testing, Statistical Analysis, Decision Intelligence, Verification And Validation, Artificial Intelligence, Artificial Neural Networks, Supervised Learning, Ethical Standards And Conduct, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Law, Regulation, and Compliance, Probability & Statistics
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Data-Driven Marketing, Customer Retention, Email Automation, Marketing Automation, HubSpot CRM, Marketing Strategies, Customer Analysis, Marketing Analytics, Customer Relationship Management (CRM) Software, Target Audience, Email Marketing, Data-Driven Decision-Making, Brand Loyalty, Customer Insights, B2B Sales, Marketing Effectiveness, Data Cleansing, Lead Generation, Growth Strategies, E-Commerce
Intermediate · Specialization · 3 - 6 Months
Stanford Online
Skills you'll gain: Bayesian Network, Decision Intelligence, Bayesian Statistics, Graph Theory, Probability Distribution, Network Model, Statistical Modeling, Markov Model, Probability & Statistics, Network Analysis, Dependency Analysis
★ 4.6 (1.4K) · Advanced · Course · 1 - 3 Months
Skills you'll gain: Peer Review, Blockchain, Plan Execution, Market Opportunities, Business Analysis, Strategic Thinking, Case Studies, Market Analysis, Solution Design, New Business Development, Business Modeling, Value Propositions, Proposal Development, Decision Making, Market Research, Target Audience
★ 4.6 (214) · Intermediate · Course · 1 - 3 Months