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.

O.P. Jindal Global University
Skills you'll gain: Social Sciences, Psychology, Social Skills, Social Justice, Environmental Issue, Interpersonal Communications, Emotional Intelligence, Sustainable Development, Legal Proceedings, Critical Thinking
Build toward a degree
Beginner · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Health Systems, Health Policy, Health Assessment, Public Health and Disease Prevention, Public Health, Health Care, Health Promotion, Health Administration, Health Care Administration
Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Large Language Modeling, Responsible AI, LLM Application, Decision Making, Team Management, AI literacy, Resource Allocation, Generative AI, Qualitative Research, Communication Strategies, Analysis, Communication, Project Management, Data-Driven Decision-Making, Data Visualization
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Technical Management, Engineering Management, Meeting Facilitation, Decision Making, Team Leadership, Team Building, Leadership and Management, Team Management, Organizational Leadership, Leadership, Initiative and Leadership, Leadership Development, Goal Setting, Discussion Facilitation, Delegation Skills, Communication, Recruitment
Build toward a degree
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Decision Intelligence, Anomaly Detection, Image Analysis, Production Process, Machine Learning Methods, Energy and Utilities, Machine Learning, Physical Science, Machine Learning Algorithms, Natural Resource Management
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: International Finance, Game Theory, Business Ethics, Production Process, Business, Cost Accounting, Economic Development, Sustainable Business, Corporate Sustainability, Market Analysis, Business Management, Financial Systems, Revenue Management, Economics, Policy, and Social Studies, Strategic Decision-Making
Build toward a degree
Beginner · Course · 3 - 6 Months

University of California, Davis
Skills you'll gain: Self-Awareness, Personal Attributes, Personal Development, Research, Lifelong Learning, Psychosocial Assessments, Goal Setting, Decision Making
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Critical Thinking and Problem Solving, Logical Reasoning, Analytical Skills, Deductive Reasoning, Critical Thinking, Problem Solving, Complex Problem Solving, Computational Logic, Applied Mathematics, Combinatorics, Geometry, Arithmetic
Beginner · Course · 1 - 3 Months

Skills you'll gain: MySQL, SQL, MySQL Workbench, Query Languages, Data-Driven Decision-Making, Data Analysis
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Patient-centered Care, Clinical Supervision, Clinical Experience, Healthcare Ethics, Basic Patient Care, Patient Communication, Patient Advocacy, Dignity in Care, Patient Treatment, Patient Safety, Patient Evaluation, Health Care, Ethical Standards And Conduct, Health Assessment, Professionalism, Communication, Healthcare Industry Knowledge, Empathy, Decision Making, Critical Thinking and Problem Solving
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Data Visualization, Interactive Data Visualization, Data Presentation, Data Visualization Software, Dashboard, Looker (Software), Dashboard Creation, Data Modeling, Data Access, Business Analytics, Data Analysis, Analytics, Data Governance, Performance Tuning, Self Service Technologies, Version Control
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Sanitation, Cleanliness, First Aid, Food Safety and Sanitation, Environment Health And Safety, Medical Emergency, Hand Hygiene, Emergency Response, Infection Control, Vital Signs, Accident Prevention, Injury Prevention, Life Support, Cardiopulmonary Resuscitation (CPR), Decision Making, Airway Management, Patient Treatment, Patient Evaluation, Clinical Assessment
Beginner · Course · 1 - 4 Weeks