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.

Politecnico di Milano
Skills you'll gain: Blended Learning, Interactive Learning, Instructional Design, Innovation, Learning Strategies
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: C# (Programming Language), Microsoft Visual Studio, .NET Framework, Game Design, Programming Principles, Linux, Application Development, Cross Platform Development
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Release Management, Virtual Environment, Configuration Management, Cloud Management, Version Control, Collaborative Software, Application Deployment
Beginner · Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: Cloud Computing, Cloud Computing Architecture, Manufacturing Operations, Cybersecurity, Manufacturing Processes, Augmented and Virtual Reality (AR/VR), Blockchain, Cloud Security, Production Process, Emerging Technologies, Augmented Reality, Artificial Intelligence and Machine Learning (AI/ML), Virtual Reality, Artificial Intelligence, Big Data, Real Time Data, Machine Learning
Intermediate · Course · 1 - 4 Weeks

University of Lausanne
Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Social Determinants Of Health, Sustainable Development, Environmental Issue, Research Methodologies, Data Collection
Beginner · Course · 1 - 3 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Project Design, Data Management, Data Strategy, Agile Project Management, Risk Management, Project Management, Resource Management, Project Management Life Cycle, Data-Driven Decision-Making, Project Implementation, Culture Transformation, Resource Allocation, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Cryptography, Encryption, Data Security, Cybersecurity, Key Management, Network Security, Public Key Infrastructure, Data Encryption Standard, Security Engineering, Blockchain, Wireless Networks, Security Management, Virtual Private Networks (VPN), Intellectual Property, Data Integrity, Authentications, Hardware Architecture, Emerging Technologies
Beginner · Course · 1 - 3 Months
Skills you'll gain: Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Health Care Administration, Operations Management, Health Care Procedure and Regulation, Process Improvement, Systems Thinking, Health Technology, Health Systems, Continuous Improvement Process, Coordination, Cross-Functional Collaboration, Communication Strategies, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Knowledge Accelerators
Skills you'll gain: Spreadsheet Software, Pivot Tables And Charts, Data Storytelling, Data Analysis, Data Presentation, Business Modeling, Analytics, Business Analysis, Trend Analysis, Microsoft 365, Data Management, Productivity, Data Entry, Key Performance Indicators (KPIs)
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Business Metrics, Business Analytics, Analytics, Business Intelligence, Tableau Software, Case Studies, Cash Flows, Big Data, Key Performance Indicators (KPIs), Spreadsheet Software, Data Analysis, Data-Driven Decision-Making, Web Analytics, Market Share, Database Software, E-Commerce
Mixed · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Risk Management, Credit Risk, Financial Analysis, Lending and Underwriting, Financial Modeling, Commercial Lending, Risk Analysis, Financial Acumen, Corporate Finance, Operational Risk, Analysis, Income Statement, Balance Sheet, Banking, Market Analysis, Cash Flows
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation
Beginner · Course · 1 - 4 Weeks