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.

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
★ 4.8 (13) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Financial Forecasting, Model Deployment, Forecasting, Decision Intelligence, Responsible AI, Generative AI, AI Integrations, Market Intelligence, Data-Driven Decision-Making, General Finance, AI Enablement, Financial Planning, Market Research, Artificial Intelligence, Market Analysis, Data Quality, Data Validation
★ 4.2 (25) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Event Marketing, Event Management, Competitive Analysis, Events and Conferences, Event Planning, Strategic Planning, Brand Marketing, Risk Analysis, Team Leadership, Budget Management, Business Planning, Promotional Strategies, Promotions and Campaigns, Team Management, Market Analysis, Marketing Budgets, Plan Execution, Risk Management, Operational Analysis, Branding
★ 4.8 (37) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Analytics, Smart Goals
★ 4.9 (12) · Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Blockchain, Cryptography, Data Storage, Systems Architecture, Network Architecture, FinTech, Distributed Computing, Cryptographic Protocols, Programming Principles, Data Structures, Computing Platforms, Scalability, Data Integrity, Software Development Tools
★ 4.7 (15) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Data Science, Data Processing, Machine Learning Software, Feature Engineering, Data Preprocessing, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization
★ 4.9 (53) · Intermediate · Guided Project · Less Than 2 Hours

Meta
Skills you'll gain: Swift Programming, Apple iOS, iOS Development, User Interface and User Experience (UI/UX) Design, User Interface (UI), Git (Version Control System), User Interface (UI) Design, Version Control, Mobile Development, User Experience, Wireframing, UI Components, Application Development, Application Design, Apple software proficiency, Knowledge of Apple Software, Data Management, Software Architecture
★ 4.3 (35) · Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Risk Management, Business Risk Management, Credit Risk, Risk Mitigation, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Finance, Stakeholder Management, Stakeholder Engagement, Business Strategies, Financial Analysis, Organizational Strategy, Strategic Thinking, Strategic Decision-Making, Cost Benefit Analysis
★ 4.7 (53) · Beginner · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Nursing, Nursing Process, Nurse Education, Nursing and Patient Care, Clinical Informatics, Health Informatics, Nursing Practices, Informatics, Health Technology, Telehealth, Patient-centered Care, Display Devices, Computer Displays, Decision Support Systems, Information Technology
★ 4.8 (13) · Intermediate · Course · 1 - 3 Months

Interactive Brokers
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Market Data, Financial Data, Investments, Data Collection, Due Diligence, Big Data, Analytics, Investment Management, Data-Driven Decision-Making, Financial Market, Business Ethics, Data Quality, Unstructured Data, Portfolio Management, Artificial Intelligence, Machine Learning, Natural Language Processing
★ 4.4 (37) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, Statistical Machine Learning, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, R (Software), Statistical Programming
★ 4.5 (39) · Beginner · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Leadership, Strategic Decision-Making, Project Management Institute (PMI) Methodology, Cost Management, Governance Risk Management and Compliance, Change Control, Legal Risk, Project Risk Management, Project Implementation, Business Acumen, Continuous Monitoring
★ 4.7 (90) · Beginner · Course · 1 - 3 Months