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.

The University of Melbourne
Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Modeling, Financial Management, Financial Data, Investment Management, Strategic Decision-Making, Corporate Finance, Market Data, Risk Analysis, Business Valuation, Market Trend, Capital Markets
Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Responsible AI, Data Ethics, Human Computer Interaction, User Experience Design, Human Centered Design, Human Factors, Personally Identifiable Information, Information Privacy, Artificial Intelligence, Design Thinking, Machine Learning, Human Learning, Law, Regulation, and Compliance, Automation
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Ideation, Creative Thinking, Creativity, Creative Problem-Solving, Innovation, Brainstorming, Cognitive flexibility, Team Motivation, Leadership, Adaptability, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Predictive Modeling, Matplotlib, Seaborn, Statistical Modeling, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, AI Personalization, Feature Engineering, NumPy
Intermediate · Course · 1 - 3 Months
University of California, Irvine
Skills you'll gain: Blockchain, Cryptography, Encryption, FinTech, Data Sharing, Transaction Processing, Fraud detection, Distributed Computing, Payment Systems, Data Integrity, Emerging Technologies, Digital Assets, Authentications, Software Systems, Data Security, Computer Systems, Software Architecture, Network Security, Version Control, Network Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Data Visualization, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, Analytical Skills, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, Google Sheets, SQL, Data Collection, Data Analysis, Sampling (Statistics), Google Analytics
Beginner · Professional Certificate · 3 - 6 Months

Arizona State University
Skills you'll gain: Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability, Diversity Awareness, Critical Thinking, Advocacy, Leadership, Self-Awareness
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Cryptography, Data Integrity, Encryption, Authentications, Data Security, Public Key Cryptography Standards (PKCS), Digital Communications
Intermediate · Course · 1 - 4 Weeks

EDHEC Business School
Skills you'll gain: Education Software and Technology, AI Personalization, Responsible AI, Data Ethics, Emerging Technologies, New Business Development, Innovation, Digital Transformation, Artificial Intelligence, Augmented and Virtual Reality (AR/VR), Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cross-Channel Marketing, Content Marketing, Marketing Analytics, Data Ethics, Data-Driven Decision-Making, Marketing Strategies, Personalized Service, Content Creation, MarTech, Marketing Communications, Content Strategy, Driving engagement, Social Media, Emerging Technologies, Market Research, Trend Analysis, Data Analysis
Beginner · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Control Systems, Structural Analysis, Digital Transformation, Engineering Analysis, Communication Systems, Mathematical Modeling, Engineering Design Process, Simulation and Simulation Software, Technology Strategies, Computer Networking
Intermediate · Course · 1 - 3 Months

Universidades Anáhuac
Skills you'll gain: Data-Driven Decision-Making, Artificial Intelligence, Customer Analysis, AI Product Strategy, Business Intelligence, Classification And Regression Tree (CART), Image Analysis, Machine Learning, Decision Tree Learning, Virtual Environment, Applied Machine Learning, Big Data, Natural Language Processing
Beginner · Course · 1 - 3 Months