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.
Starweaver
Skills you'll gain: AI Product Strategy, AI Enablement, Market Opportunities, Scalability, Case Studies, Entrepreneurship, Business Strategy, Business Strategies, ChatGPT, Decision Intelligence, AI Integrations, Artificial Intelligence, Cost Reduction, Innovation, Automation
★ 4.4 (13) · Intermediate · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Design Thinking, Ethical Standards And Conduct, Initiative and Leadership, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Environmental Issue, Personal Development, Visionary, Innovation, Decision Making, Empowerment, Collaboration, Goal Setting
★ 5 (7) · Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Product Management, Cross-Functional Collaboration, Product Planning, Product Roadmaps, Product Strategy, Analysis, Stakeholder Management, Stakeholder Communications, Data-Driven Decision-Making, Decision Making, Market Analysis, Key Performance Indicators (KPIs)
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Public Administration, AI Product Strategy, Automation, Law, Regulation, and Compliance, Digital Transformation, Fraud detection
★ 4.7 (27) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Crisis Management, Strategic Leadership, Strategic Planning, Leadership Studies, Workplace inclusivity, Leadership Development, Leadership, Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Team Building, Team Leadership, Organizational Change, Business Strategies, Diversity and Inclusion, Planning, Strategic Decision-Making, Initiative and Leadership, Organizational Leadership, Change Management
★ 4.6 (45) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Integrity, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Dashboard, Data Storytelling, Health Information Management, Data Cleansing, Health Informatics, Data Governance, Clinical Data Management, Patient Safety, Data Visualization, Database Design, Health Care Procedure and Regulation, Data Security, Data Analysis, Data Validation, Data Transformation, Excel Formulas, Data Literacy, Statistical Analysis
★ 3.7 (6) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: UI/UX Research, User Research, Empathy, De-escalation Techniques, Active Listening, Responsible AI, Data Sharing, User Experience, Verbal Communication Skills, ChatGPT, Interpersonal Communications, AI literacy, Anthropic Claude, Data Ethics, Consumer Behaviour, Prompt Engineering, Strategic Decision-Making, Information Privacy, Trustworthiness, Mitigation
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Personalized Campaigns, Public Relations, Content Creation, Marketing and Public Relations, Responsible AI, AI Personalization, Crisis Management, Prompt Engineering, Team Leadership
★ 3.9 (17) · Intermediate · Course · 1 - 4 Weeks

Scrimba
Skills you'll gain: Web Content Accessibility Guidelines, Web Design, Usability, HTML and CSS, Web Design and Development, Hypertext Markup Language (HTML), Typography, Color Theory, Semantic Web
★ 4.7 (12) · Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Data-Driven Decision-Making, Data Lakes, Data Storage Technologies, Analytics, Data Architecture, Data Warehousing, Data Management, Data Analysis, Big Data, Data Storage, Amazon Web Services, Machine Learning
★ 4.5 (66) · Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Regulatory Compliance, Underwriting, Regulatory Requirements, Lending and Underwriting, Law, Regulation, and Compliance, Compliance Management, Mortgage Loans, Credit Risk, Risk Mitigation, Risk Management, Quality Control, Product Quality (QA/QC), Risk Analysis, AI Integrations, Financial Analysis, Decision Making, Predictive Analytics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Demand Planning, Supply Chain Systems, Forecasting, Customer Demand Planning, AI Enablement, Risk Mitigation, Risk Analysis, AI Integrations, Business Risk Management, Automation, Decision Intelligence, Risk Management, Business Process Automation
★ 4.2 (18) · Beginner · Course · 1 - 4 Weeks