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.

IIMA - IIM Ahmedabad
Skills you'll gain: Digital Transformation, Innovation, AI Enablement, Business Transformation, Organizational Strategy, Artificial Intelligence, Organizational Development, digital literacy, Technology Strategies, AI literacy, Computational Thinking, Decision Making, Empathy & Emotional Intelligence
★ 4.9 (42) · Beginner · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Algorithms, Programming Principles, Data Store, Data Management, Computational Thinking, Memory Management, C and C++, Software Design, Problem Solving, Complex Problem Solving
★ 4.3 (9) · Mixed · Course · 1 - 3 Months

28DIGITAL
Skills you'll gain: Strategic Decision-Making, Business Strategy, Strategic Thinking, Business Leadership, Decision Making, Corporate Strategy, Artificial Intelligence, Leadership, Digital Transformation, AI Integrations, Organizational Structure, Organizational Change
★ 4.2 (61) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Power BI, Interactive Data Visualization, Data Visualization, Dashboard Creation, Data Presentation, Dashboard, Trend Analysis, Exploratory Data Analysis, Customer Analysis, Data Visualization Software, Tree Maps, Sales, Business Intelligence, Data Analysis, Business Analytics, Data Transformation
★ 4.7 (41) · Beginner · Guided Project · Less Than 2 Hours

Board Infinity
★ 4 (50) · Beginner · Course · 1 - 4 Weeks

University of Cambridge
Skills you'll gain: Accrual Accounting, Accruals, Financial Accounting, Financial Modeling, Accounting, Equities, Finance, Financial Market, Capital Markets, Capital Expenditure, Financial Analysis, Financial Reporting, Sustainable Business, Corporate Sustainability, Depreciation, Securities (Finance), Financial Statements, Cash Flows, Loans, Strategic Decision-Making
★ 4.6 (11) · Intermediate · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis
★ 4.7 (47) · Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Strategic Thinking, Game Theory, Experimentation, Behavioral Economics, Negotiation, Strategic Decision-Making, Research Design, Economics, Science and Research, Scientific Methods, Decision Making, Social Sciences, Analysis
★ 4.8 (81) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning
★ 3.6 (31) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Evaluation, Data Preprocessing, JUnit, Model Training, Build Tools, MLOps (Machine Learning Operations), Java, Performance Tuning, Decision Tree Learning, Classification And Regression Tree (CART), Apache Maven, Data Structures, Random Forest Algorithm, Gradle, Data Pipelines, Software Architecture, Software Design, Object Oriented Programming (OOP), Apache, Machine Learning
Intermediate · Specialization · 3 - 6 Months
University of Minnesota
Skills you'll gain: Cybersecurity, Cyber Attacks, Cloud Computing, Cyber Security Strategy, Cloud Services, IT Management, Information Technology, Technology Solutions, Technology Strategies, IT Infrastructure, Data Security, Technical Management, Information Systems, Emerging Technologies, Innovation, Business Transformation, Blockchain
★ 4.8 (518) · Beginner · Course · 1 - 3 Months
STARWEAVER
Skills you'll gain: Lending and Underwriting, Credit Risk, Underwriting, Commercial Lending, Risk Modeling, Risk Analysis, Business Risk Management, Financial Analysis, Financial Modeling, Financial Statement Analysis, Corporate Finance, Finance, Financial Forecasting, Balance Sheet, Entrepreneurial Finance, Cash Flows, Stakeholder Communications, Working Capital
★ 4.4 (12) · Intermediate · Course · 1 - 4 Weeks