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.
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Compensation Analysis, Compensation Management, Compensation Strategy, Job Evaluation, Benefits Administration, Data Collection, Compensation and Benefits, Data Visualization, Job Analysis, Data-Driven Decision-Making, Project Management, Data Analysis, Microsoft Excel, Google Sheets, Human Resource Policies, Regulatory Compliance, Labor Compliance, Law, Regulation, and Compliance, Payroll, Program Management
Beginner · Professional Certificate · 3 - 6 Months

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

Alfaisal University | KLD
Skills you'll gain: Knowledge Transfer, Information Management, Organizational Strategy, Organizational Structure, Competitive Intelligence, Business Strategy, Content Management, Performance Measurement, Employee Training, Decision Making
Beginner · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Sustainable Business, Sustainability Reporting, Sustainable Design, Corporate Sustainability, Sustainable Technologies, Environmental Social And Corporate Governance (ESG), Sustainable Engineering, Sustainable Development, Energy and Utilities, Sustainability Standards, Business Reporting, Annual Reports, Organizational Leadership, Strategic Leadership, Business Leadership, Product Engineering, Leadership, Environment, Environmental Management Systems, Environmental Engineering
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Yunus Social Business Fund Bengaluru
Skills you'll gain: Cash Flows, Financial Market, Financial Analysis, Decision Making, Stakeholder Management, Business Valuation, Risk Analysis, Return On Investment, Finance, Strategic Decision-Making, Sustainable Development, Cost Benefit Analysis, Financial Modeling, Financial Acumen, Capital Markets, Business Risk Management, Peer Review, Corporate Finance, Capital Budgeting, Economics
Beginner · Specialization · 3 - 6 Months

Scrimba
Skills you'll gain: HTML and CSS, Mobile Development, Web Applications, ChatGPT, GitHub, Front-End Web Development, Javascript, Application Deployment, Web Development, Version Control, Responsive Web Design, Video Game Development, Cascading Style Sheets (CSS), Artificial Intelligence, User Interface (UI) Design, Computer Programming, Database Application, Machine Learning
Beginner · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Time Management, Productivity, Organizational Skills, Prioritization, Planning, Scheduling, Delegation Skills, Team Management, Goal Setting, Strategic Prioritization, Smart Goals, Decision Making
Beginner · Course · 1 - 4 Weeks
University of California, Irvine
Skills you'll gain: Blockchain, Cryptography, Encryption, FinTech, Data Sharing, Transaction Processing, Fraud detection, Distributed Computing, Payment Systems, Data Integrity, Emerging Technologies, Digital Assets, Authentications, Software Systems, Data Security, Computer Systems, Software Architecture, Network Security, Version Control, Network Analysis
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Business Intelligence, Data Analysis, Predictive Analytics, Decision Making, Trend Analysis, Process Optimization, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agile Project Management, Forecasting, Sprint Planning, Agile Methodology, Workflow Management, Project Management Software, Innovation, Project Management Life Cycle, Project Management, Data-Driven Decision-Making, Automation, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Change Management
Beginner · Course · 1 - 4 Weeks

Association of International Certified Professional Accountants
Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Analytics, Financial Data, Business Analytics, Data Strategy, Data Analysis, Business Intelligence, Project Implementation, Project Scoping, Data Management, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Management, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Security, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Machine Learning
Beginner · Course · 1 - 4 Weeks