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.

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Health Technology, Health Informatics, Health Care Administration, Health Information Management, Health Care Procedure and Regulation, Telehealth, Medical Devices, Electronic Medical Record, Computerized Physician Order Entry, Clinical Documentation, Information Technology, Interoperability, Patient-centered Care, Innovation
Intermediate · Course · 3 - 6 Months

Microsoft
Skills you'll gain: Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Responsible AI, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Software Development Tools, Software Configuration Management, Software Documentation, Application Lifecycle Management, Program Development, Integrated Development Environments, Maintainability, Computer Programming Tools, Artificial Intelligence, Project Management
Intermediate · Specialization · 1 - 3 Months

Institut Mines-Télécom
Skills you'll gain: Decision Making, Strategic Decision-Making, Systems Thinking, Risk Analysis, Complex Problem Solving, Risk Management, Project Risk Management, Project Management, Project Performance, Performance Measurement, Project Closure, Business Modeling, Business Strategy, Innovation
Beginner · Course · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Diversity and Inclusion, Team Leadership, Responsible AI, Artificial Intelligence, Decision Making, Leadership, Cultural Diversity, Leadership Development
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Visionary, Emerging Technologies, Probability, Forecasting, Business Ethics, Critical Thinking, Innovation, Business Transformation, Technology Strategies, Strategic Thinking, Decision Making, Strategic Leadership, Artificial Intelligence, Storytelling, Adaptability, Scenario Testing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, LLM Application, Prompt Patterns, OpenAI, Large Language Modeling, Artificial Intelligence, ChatGPT, AI Personalization, Development Environment, Tool Calling, Microsoft Azure, Responsible AI, Microsoft Development Tools, Query Languages, User Interface (UI), Prompt Engineering, Application Development, Natural Language Processing
Intermediate · Specialization · 3 - 6 Months

LearnKartS
Skills you'll gain: Project Risk Management, Risk Management, Risk Mitigation, Contingency Planning, Risk Analysis, Business Risk Management, Threat Management, Stakeholder Engagement, Project Planning, Agile Methodology, Stakeholder Communications, Decision Making, Plan Execution
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, AI Product Strategy, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Team Leadership, Intercultural Competence, Organizational Leadership, Virtual Teams, Diversity and Inclusion, Cultural Diversity, Leadership, Leadership and Management, Cultural Sensitivity, Culture, Expectation Management, Decision Making
Intermediate · Course · 1 - 4 Weeks

Yunus Social Business Fund Bengaluru
Skills you'll gain: Business Valuation, Return On Investment, Finance, Financial Analysis, Business Risk Management, Capital Budgeting, Risk Analysis, Environmental Social And Corporate Governance (ESG), Financial Modeling, Portfolio Management, Corporate Finance, Cash Flows, Decision Making, Probability & Statistics
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Financial Modeling, Financial Forecasting, Real Estate, Forecasting, Cash Flow Forecasting, Commercial Real Estate, Risk Management, Property and Real Estate, Investment Management, Risk Analysis, Investments, Financial Analysis, Return On Investment
Beginner · Course · 1 - 4 Weeks

The University of Melbourne
Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Modeling, Financial Management, Financial Data, Investment Management, Strategic Decision-Making, Corporate Finance, Market Data, Risk Analysis, Business Valuation, Market Trend, Capital Markets
Mixed · Course · 1 - 4 Weeks