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.

Universidad Austral
Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Dashboard Creation, Tableau Software, Dashboard, Tree Maps, Data Presentation, Data Literacy, Data Analysis, Software Installation
Beginner Ā· Course Ā· 1 - 4 Weeks

Macquarie University
Skills you'll gain: Adaptability, Business Correspondence, Web Presence, Business Writing, Business Communication, Professional Development, Writing, Digital Brand Strategy, Communication, Proactivity, Personal Development, Professional Networking, digital literacy, Planning, Self-Awareness, Crisis Management, Design Thinking, Branding, Creative Thinking, General Networking
Mixed Ā· Course Ā· 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Strategic Thinking, Business Strategy, Strategic Partnership, Competitive Analysis, Corporate Strategy, Market Intelligence, Go To Market Strategy, Intercultural Competence, Market Opportunities, Global Marketing, E-Commerce, Cultural Sensitivity, Decision Making, Cultural Diversity
Beginner Ā· Course Ā· 1 - 4 Weeks

Interactive Brokers
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Development, Market Data, Corporate Sustainability, Investment Management, Sustainability Standards, Sustainable Business, Environmental Regulations, Financial Market, Investments, Data Ethics, Sustainability Reporting, Financial Data, Market Analysis, Business Ethics, Regulatory Compliance, Environmental Issue, Capital Markets, Data Science, Risk Management
Beginner Ā· Specialization Ā· 3 - 6 Months

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
Intermediate Ā· Course Ā· 1 - 4 Weeks

University of Michigan
Skills you'll gain: Influencing, Persuasive Communication, Leadership, Relationship Building, Rapport Building, Professional Networking, Relationship Management, Organizational Leadership, Oral Expression, Stakeholder Analysis, Decision Making, Organizational Structure, Business Ethics
Mixed Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Requirements Elicitation, User Story, Business Requirements, Business Analysis, Process Modeling, Requirements Analysis, Financial Analysis, Requirements Management, Business Process Modeling, Stakeholder Engagement, Interviewing Skills, Analysis, Discussion Facilitation, Stakeholder Communications, Collaboration, Communication
Intermediate Ā· Course Ā· 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Asset Management, Budgeting, Operating Budget, Fixed Asset, Small Business Accounting, Expense Management, Accounting, Financial Data, Financial Analysis, Financial Statement Analysis, General Accounting, Cost Accounting, Financial Accounting, Financial Management, Operating Expense, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Income Statement, Business Operations, Communication Strategies
Beginner Ā· Course Ā· 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Human Development, Biology, Child Development, Music, Decision Making, Liberal Arts, Life Sciences, Education and Training, Psychology, Music Performance, Medical Science and Research, Pedagogy, Business Research, Scientific Methods, Business Economics, Clinical Trials
Beginner Ā· Course Ā· 1 - 3 Months

Automation Anywhere
Skills you'll gain: Robotic Process Automation, Business Process Automation, Control Panels, Automation, Test Automation, Process Design, User Provisioning, Return On Investment, Role-Based Access Control (RBAC), Dashboard, Unstructured Data, User Accounts, Project Design, Feasibility Studies, Analytics, Decision Intelligence, Artificial Intelligence, Operational Analysis, Extensible Markup Language (XML), Workflow Management
Beginner Ā· Specialization Ā· 3 - 6 Months

Columbia University
Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Goal Setting, Lifelong Learning, Decision Making, Adult Education, Planning, Student Support and Services, Resourcefulness, Research, Ability To Meet Deadlines, Relationship Building, Organizational Skills
Beginner Ā· Course Ā· 1 - 3 Months

Yunus Social Business Fund Bengaluru
Skills you'll gain: Financial Market, Decision Making, Finance, Business Valuation, Capital Markets, Return On Investment, Financial Acumen, Equities, Securities (Finance), Corporate Finance, Financial Analysis, Financial Management, Market Data, General Finance, Investments, Risk Analysis, Financial Data, Social Impact, Cash Flows
Beginner Ā· Course Ā· 1 - 3 Months