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.

IBM
Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Big Data, Digital Transformation, Analytics, Storytelling, Regression Analysis, Apache Hadoop, Machine Learning, Deep Learning, Cloud Computing
★ 4.5 (21) · Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Business Strategy, Business Management, Finance, People Management, Corporate Finance, Organizational Structure, Business Planning, Organizational Strategy, Strategic Thinking, Leadership and Management, Marketing, Go To Market Strategy, Branding, Decision Making
★ 4.9 (9) · Beginner · Course · 1 - 3 Months

Minnesota State University, Mankato
Skills you'll gain: Research, Usability Testing, Graphic and Visual Design, Usability, Research Methodologies, AI Integrations, AI literacy, User Research, Writing and Editing, User Feedback, Report Writing, Web Content Accessibility Guidelines, User Experience Design, Persona (User Experience), User Experience, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Structures, Development Environment, Program Development, C++ (Programming Language), Debugging, Programming Principles, Computer Programming Tools, Computer Programming, Data Management, Computational Logic
★ 4.6 (10) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Dashboard, Conversion Funnel Analysis, Surveys, Content Scheduling, Newsletters, Search Engine Optimization, Marketing Budgets, Email Automation, Data-Driven Marketing, Marketing Analytics, Marketing Automation, Web Analytics, Email Marketing, Content Marketing, Performance Reporting, Google Analytics, Collaborative Software, Social Media Management, Lead Generation
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Version Control, GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Database Management, Virtual Environment, Program Development, HTML and CSS, Python Programming
★ 4.7 (10) · Intermediate · Course · 1 - 4 Weeks

FutureThink
Skills you'll gain: Meeting Facilitation, Productivity, Operational Efficiency, Time Management, Organizational Leadership, Business Leadership, Leadership, Leadership and Management, Decision Making, Strategic Leadership, Leadership Development, Strategic Decision-Making, Communication Planning, Generative AI, Communication Strategies, Strategic Communication, Artificial Intelligence and Machine Learning (AI/ML), Communication, Business Communication, Corporate Communications
Beginner · Course · 3 - 6 Months

Alfaisal University | KLD
Skills you'll gain: Business Valuation, Mergers & Acquisitions, Corporate Strategy, Market Share, Corporate Finance, Financial Analysis, Consolidation, Decision Making, Competitive Analysis, Cash Flows
Beginner · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Marketing Psychology, Closing (Sales), Selling Techniques, Consumer Behaviour, Marketing, Negotiation, Product Marketing, Advertising, Marketing Materials, Customer Insights, Target Market, Customer Analysis, Psychology, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Ggplot2, Model Evaluation, Plot (Graphics), Regression Analysis, Predictive Analytics, Predictive Modeling, Statistical Visualization, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, R (Software), Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Analysis
★ 4.2 (13) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, Systems Development, Software Development Methodologies, Project Management Life Cycle, Change Management, Project Management, System Implementation, Compliance Auditing, Internal Auditing, Software Testing, Auditing, Development Testing, Project Management Office (PMO), Internal Controls, Governance, Agile Methodology, Software Development, Software Development Tools, Risk Management
★ 4.9 (7) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Blood Collection, Phlebotomy, Medication Administration, Healthcare Ethics, Automated External Defibrillator, Life Support, Cardiopulmonary Resuscitation (CPR), Emergency and Intensive Care, Bloodborne Pathogens, Emergency Medicine, Laboratory Testing, Respiratory Care, Pathology, Airway Management, Defibrillation, Diagnostic Tests, Direct Patient Care, Critical Thinking and Problem Solving, Decision Making, Critical Thinking
★ 4.9 (8) · Beginner · Course · 1 - 4 Weeks