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.

University of Washington
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms
Mixed · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Balance Sheet, Income Statement, Cash Flows, Financial Accounting, Financial Statements, Accounting, Bookkeeping, Working Capital, General Accounting, Accrual Accounting, Financial Reporting, Financial Analysis, Ledgers (Accounting), Profit and Loss (P&L) Management, Accounts Payable and Receivable
Beginner · Course · 1 - 3 Months

University of Zurich
Skills you'll gain: Finance, Financial Planning, Financial Market, Investments, Financial Analysis, Blockchain, Business Ethics, Behavioral Economics, Derivatives, Decision Making, Risk Management
Beginner · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Financial Modeling, Risk Analysis, Financial Analysis, Financial Forecasting, Corporate Finance, Return On Investment, Decision Making, Financial Statements, Capital Budgeting, Balance Sheet, Income Statement, Cash Flows
Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Marketing Analytics, Customer Analysis, Advanced Analytics, Business Analytics, Statistical Programming, Customer Insights, R Programming, Data-Driven Decision-Making, Data Analysis Software, Target Market, Statistical Analysis, Predictive Modeling, Customer Relationship Management, Statistical Methods, Unsupervised Learning
Mixed · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Negotiation, Strategic Partnership, Conflict Management, Communication Strategies, Cultural Sensitivity, Goal Setting, Influencing, Business Strategy, Decision Making, Adaptability
Mixed · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Supervised Learning, Unsupervised Learning, Bayesian Network, Applied Machine Learning, Data-Driven Decision-Making, Machine Learning Methods, Machine Learning, Computational Logic, Program Development, Machine Learning Algorithms, Statistical Machine Learning, Artificial Intelligence, Markov Model, Algorithms, Computational Thinking, Creativity, Generative AI, Responsible AI, Social Sciences, Bioinformatics
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Responsive Web Design, Front-End Web Development, Git (Version Control System), Web Content Accessibility Guidelines, User Interface and User Experience (UI/UX) Design, HTML and CSS, React.js, Version Control, Usability, Web Applications, Wireframing, Semantic Web, Data Validation, Javascript
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Derivatives, Financial Market, Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Probability Distribution, Calculus
Intermediate · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Conflict Management, Negotiation, Teamwork, Workplace inclusivity, Diversity and Inclusion, Stress Management, Emotional Intelligence, Collaboration, Team Management, Team Leadership, Communication Strategies, Social Skills, Team Motivation, Productivity, Interpersonal Communications, Communication, Ethical Standards And Conduct, Workplace Bullying Intervention, Compliance Management, Strategic Prioritization
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Influencing, Executive Presence, Leadership, Persuasive Communication, Initiative and Leadership, Relationship Building, Rapport Building, Trustworthiness, Decision Making, Negotiation, Non-Verbal Communication, Professional Networking, Organizational Structure
Mixed · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: AI Personalization, Fraud detection, Big Data, Credit Risk, Risk Management, Customer Insights, Machine Learning, Marketing Analytics, Advanced Analytics, Data-Driven Decision-Making, Consumer Behaviour, Customer experience improvement, Artificial Intelligence, Financial Analysis, Retail Banking, Business Transformation
Mixed · Course · 1 - 4 Weeks