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.

Skills you'll gain: Professional Networking, Self-Awareness, Personal Development, Professional Development, Interviewing Skills, Growth Mindedness, Resilience, Adaptability, Goal Setting, Community Development, Decision Making, Planning, Entrepreneurship
Beginner · Course · 1 - 3 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Emotional Intelligence, Empathy, Self-Awareness, Personal Development, Mindfulness, Cognitive flexibility, Stress Management, Creativity, Resilience, Critical Thinking and Problem Solving, Adaptability, Decision Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Negotiation, Influencing, Persuasive Communication, Communication, Collaboration, Relationship Building, Decision Making, Active Listening, Self-Awareness, Continuous Improvement Process
Intermediate · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Strategic Leadership, Business Transformation, Digital Transformation, Business Leadership, Innovation, Market Research, Cross-Functional Collaboration, Business Strategy, Leadership, Strategic Decision-Making, Organizational Strategy, Business Planning, Leadership Development, Business Development, Leadership and Management, Competitive Analysis, Corporate Strategy, Organizational Leadership, Business Management, Organizational Change
Intermediate · Specialization · 1 - 3 Months

Hult International Business School
Skills you'll gain: Responsible AI, AI Product Strategy, Business Leadership, Organizational Leadership, Initiative and Leadership, Stakeholder Management, Productivity, Operational Efficiency, Design Thinking, Decision Making, Agile Project Management, Strategic Planning, Change Management, Cross-Functional Collaboration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Fraud detection, Predictive Analytics, Financial Services, Personalized Service, Financial Modeling, Financial Trading, Financial Reporting, FinTech, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Banking, Investment Management, Automation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Sheets, Data-Driven Decision-Making, Data Analysis, Business Operations, Resource Allocation, Spreadsheet Software, Automation, Management Reporting, Project Controls, Workflow Management, Data Management
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Relational Databases, Data Modeling, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cloud Computing, Data Warehousing, Data Integrity, Data Manipulation, Data Access, Spreadsheet Software, Cloud Applications, Anomaly Detection, Machine Learning
Intermediate · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Fundraising, Campaign Management, Direct Marketing, Customer Relationship Building, Target Audience, Email Marketing, Telemarketing, Lead Generation, Event Management, Data-Driven Decision-Making, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Open Source Technology, Package and Software Management, GitHub, Version Control, Rmarkdown, Cross Platform Development, Software Documentation, Maintainability, Testability, R Programming, Knitr, Continuous Integration, Git (Version Control System), Development Testing, Technical Documentation
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Systems Thinking, Epidemiology, Social Network Analysis, Simulations, Network Analysis, Public Health, Agentic systems, Social Determinants Of Health, Behavioral Health, Economics, Software Installation
Beginner · Course · 1 - 4 Weeks
National Taiwan University
Skills you'll gain: Production Planning, Financial Management, Production Management, Capital Budgeting, Business Management, Marketing, Marketing Strategies, Advertising, Business Economics, Consumer Behaviour, Supply Chain Management, Market Research, Decision Making
Beginner · Course · 1 - 3 Months