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.

STARWEAVER
Skills you'll gain: AI Product Strategy, AI Enablement, Market Opportunities, Scalability, Case Studies, Entrepreneurship, Business Strategy, ChatGPT, Decision Intelligence, AI Integrations, Business Workflow Analysis, Artificial Intelligence, Process Analysis, Cost Containment, Innovation, Automation
★ 4.4 (14) · Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Health Informatics, Executive Presence, Verbal Strategic Communication, Strategic Communication, Health Technology, Healthcare Ethics, Strategic Planning, Health Policy, Health Care Administration, Leadership, Business Analysis Tools, Business Planning, Communication Strategies, Patient Safety, Innovation, Healthcare Project Management, Telehealth, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance
★ 4.6 (31) · Beginner · Specialization · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, Generative AI, AI Personalization, AI powered creativity, Artificial Intelligence, Email Automation, LLM Application, Data Ethics, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Content Creation, Personal Development, Productivity, Photo/Video Production and Technology, Creative Thinking, Organizational Skills
★ 4.8 (89) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Market Dynamics, Business Economics, Business, Economics, Business Operations, Supply And Demand, Operations, Business Strategy, Market Analysis, Competitive Analysis, Consumer Behaviour, Revenue Management, Entrepreneurship, Decision Making
★ 4.9 (34) · Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Keras (Neural Network Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Fine-tuning, Scikit Learn (Machine Learning Library), Regression Analysis, Classification Algorithms, Python Programming
★ 3.2 (18) · Intermediate · Course · 1 - 4 Weeks
The University of Sydney
Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Telehealth, Clinical Informatics, Health Care, Health Systems, Patient Education and Support, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Management, Data Governance, Data Sharing, Analytics, Data Analysis
★ 4.6 (118) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Innovation, Organizational Change, Change Management, Corporate Sustainability, Corporate Strategy, Business Transformation, Business Leadership, Process Management, Organizational Development, Business Strategies, Growth Strategies, Culture Transformation, Organizational Structure, Customer Analysis, Consumer Behaviour, Decision Making
★ 4.8 (102) · Beginner · Course · 1 - 3 Months

University of New Mexico
Skills you'll gain: Middleware, Application Frameworks, Web Applications, Model View Controller, Web Frameworks, Version Control, Web Development Tools, Agile Software Development, Git (Version Control System), Software Engineering, Data Store, Web Design and Development, Web Development, Software Development, Agile Methodology, Database Development, User Interface (UI), Back-End Web Development, Ruby on Rails, Javascript
★ 4.3 (143) · Mixed · Course · 1 - 3 Months

The State University of New York
Skills you'll gain: Facility Management, Event Management, Legal Risk, Contract Management, Facility Operations, Events and Conferences, Calendar Management, People Analytics, Performance Analysis, Financial Data, Business Analytics, Driving engagement, Analytics, Data Management, Data Literacy, Scheduling, Labor Relations, Data Analysis, Law, Regulation, and Compliance, Data-Driven Decision-Making
★ 4.8 (54) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Embedded Systems, Embedded Software, C (Programming Language), C and C++, Programming Principles, Memory Management, Hardware Architecture, Computational Logic, Computer Architecture, Computer Programming, Peripheral Devices, Data Storage
★ 4.5 (44) · Intermediate · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Relationship Building, Relationship Management, Psychology, Rapport Building, Social Sciences, Interpersonal Communications, Decision Intelligence, Research
★ 4.5 (24) · Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Critical Thinking, Independent Thinking, Decision Making, Strategic Thinking, Strategic Decision-Making, Knowledge Transfer, Complex Problem Solving, Analysis, Ethical Standards And Conduct
★ 4.8 (256) · Intermediate · Course · 1 - 4 Weeks