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.

University of Michigan
Skills you'll gain: Critical Thinking, Independent Thinking, AI literacy, Generative AI, Responsible AI, AI powered creativity, Decision Making, AI Personalization
Beginner · Course · 1 - 3 Months

Skills you'll gain: GitHub, Responsive Web Design, React.js, Front-End Web Development, Git (Version Control System), HTML and CSS, Version Control, Hypertext Markup Language (HTML), Web Development, Frontend Integration, Web Design, Web Components, UI Components, Code Review, Web Applications, Cascading Style Sheets (CSS), Web Analytics and SEO, Figma (Design Software), Mockups, Software Development
Advanced · 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
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Program Management, Risk Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Generative AI, Strategic Decision-Making, Decision Intelligence, Stakeholder Management, AI Integrations, Governance, Benefits Administration
Intermediate · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Psychology, Research Methodologies, Research Design, Research, Human Learning, Science and Research, Scientific Methods, Decision Intelligence, Sensory Systems Analysis, Culture, Empathy & Emotional Intelligence, Experimentation, Informed Consent
Build toward a degree
Beginner · Course · 3 - 6 Months

Skills you'll gain: Decision Making, Driving engagement, Experience Design, Behavioral Economics, Human Factors, Interaction Design, UI/UX Strategy, User Experience, Persona (User Experience), User Centered Design, User Experience Design, Psychology, Experimentation, Design Strategies, Trustworthiness, Motivational Skills, Behavior Management, Behavioral Management, Product Management, Digital Marketing
Beginner · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Prompt Engineering, Responsible AI, LLM Application, Large Language Modeling, HR Tech, Human Resources, AI Enablement, Information Privacy, Human Resource Policies, Personally Identifiable Information, Governance, AI Integrations, Employee Surveys, Interviewing Skills, Recruitment, Employee Onboarding, Employee Engagement, Talent Acquisition, Compliance Management, Diversity and Inclusion
Intermediate · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Stakeholder Engagement
Beginner · Course · 1 - 3 Months

Skills you'll gain: Strategic Decision-Making, Digital Transformation, Business Transformation, Consumer Behaviour, Organizational Change, Leadership, Predictive Modeling, Forecasting, Market Analysis, Emerging Technologies, Business Modeling
Beginner · Course · 1 - 4 Weeks

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
Beginner · Course · 1 - 3 Months

Skills you'll gain: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Software, Deep Learning, Machine Learning, Feature Engineering, Risking, Model Evaluation, Mortgage Loans, Consumer Lending
Intermediate · Guided Project · Less Than 2 Hours
Skills you'll gain: Generative AI, Insurance, Decision Support Systems, Expense Management, Responsible AI, Data Ethics, Insurance Policies, Underwriting, AI Personalization, Operational Efficiency, Claims Processing, AI Integrations, Financial Services, Automation, Risk Management, AI Workflows, Analytics, Risk Mitigation, Prompt Engineering, Systems Integration
Intermediate · Course · 1 - 4 Weeks