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.

FAIR Institute
Skills you'll gain: Cyber Risk, Cyber Governance, Risk Management, Enterprise Risk Management (ERM), Risk Management Framework, Cyber Security Strategy, Risk Analysis, Risk Modeling, Risk Appetite, Operational Risk, Business Risk Management, Compliance Management, Incident Response, Business Priorities, Stakeholder Communications, Computer Security Incident Management, Continuous Improvement Process, Compliance Reporting, Decision Making, Stakeholder Management
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Cloud Computing, Cloud Platforms, Cloud Deployment, Cloud Services, Cybersecurity, Manufacturing Processes, Manufacturing and Production, Augmented and Virtual Reality (AR/VR), Blockchain, Cyber Attacks, Production Process, Industrial Engineering, Augmented Reality, Virtual Reality, Artificial Intelligence, Big Data, Machine Learning
★ 4.7 (9) · Intermediate · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Retrieval-Augmented Generation, Marketing Automation, Email Automation, Content Scheduling, ChatGPT, Email Marketing, AI Product Strategy, AI Personalization, Digital Marketing Tools, OpenAI API, LLM Application, Social Media Content, Social Media Management, Automation, Generative AI Agents, Generative AI, Data-Driven Decision-Making, AI Workflows, Blogs, Social Media
Beginner · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Leadership, Organizational Leadership, Business Leadership, Leadership and Management, Governance, Strategic Leadership, Leadership Development, Succession Planning, Organizational Development, Business Management, Business Administration, Organizational Structure, Strategic Thinking, Knowledge Transfer, Business Planning, Business Strategy, Professional Networking, Stakeholder Engagement, Business Economics, Decision Making
★ 5 (6) · Advanced · Course · 1 - 3 Months
Skills you'll gain: Qualitative Research, Research Design, Focus Group, Research Methodologies, Research, Research and Design, Data Collection, Interviewing Skills, Case Studies, Analysis, Discussion Facilitation
★ 4.4 (8) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Google Cloud Platform, Scripting, Data-Driven Decision-Making, Model Training, Applied Machine Learning, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Development Environment
★ 4 (20) · Beginner · Project · Less Than 2 Hours

Fundação Instituto de Administração
Skills you'll gain: Innovation, Forecasting, Strategic Thinking, Corporate Strategy, Business Strategies, Strategic Decision-Making, Organizational Strategy, Trend Analysis, Analysis, Market Opportunities, Decision Making, Influencing
Advanced · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Presentations, Case Studies, Culture, Team Management, Oral Expression, Executive Recruitment, Organizational Effectiveness, Team Building, Analysis, Strategic Decision-Making, Business Consulting, Strategic Thinking, Management Consulting, Consulting, Organizational Strategy, Culture Transformation, Business Strategies, Team Leadership, Microsoft PowerPoint, Data-Driven Decision-Making
★ 4.6 (44) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Blockchain, Memory Management, Programming Principles, Integrated Development Environments, Computational Logic, Software Development Tools, Secure Coding, Other Programming Languages, Program Development, Data Storage, Data Management, Development Testing
★ 4.9 (8) · Intermediate · Course · 1 - 3 Months

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

University of Leeds
Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI literacy, digital literacy, Machine Learning
★ 4.1 (13) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Business Intelligence, Data-Driven Decision-Making, Business Intelligence Software, Data Modeling, Microsoft Power Platform, Snowflake Schema, Data Transformation, Extract, Transform, Load, Data Storytelling, Data Strategy, Data Integration, Data Cleansing, Process Improvement and Optimization, Data Analysis, Data Management, Data Governance, Data Quality, Relationship Management
Beginner · Course · 1 - 4 Weeks