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.

DeepLearning.AI
Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Applied Machine Learning, Patient Treatment, AI Personalization, Machine Learning, Predictive Modeling, Text Mining, Health Informatics, Large Language Modeling, Medical Terminology, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Science, Data Transformation, Data Processing, Predictive Analytics, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours
Duke University
Skills you'll gain: Financial Statement Analysis, Financial Statements, Return On Investment, Risk Management, Balance Sheet, Accounts Receivable, Business Risk Management, Credit Risk, Income Statement, Financial Acumen, Risk Mitigation, Operational Risk, Resource Allocation, Proposal Development, Capital Budgeting, Cash Flows, Financial Analysis, Strategic Decision-Making, Operational Efficiency, Stakeholder Communications
Beginner · Specialization · 3 - 6 Months

Universidad de Palermo
Skills you'll gain: Business Leadership, Organizational Strategy, Decision Making, Business Management, Strategic Leadership, Leadership, Strategic Decision-Making, Agile Project Management, Business, Team Leadership, Business Planning, Constructive Feedback, Goal Setting, Business Strategy, Digital Transformation
Beginner · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Multimodal Prompts, Responsible AI, Data Ethics, Predictive Modeling, Organizational Leadership, Business Transformation, Data-Driven Decision-Making, Generative AI, Large Language Modeling, Business Leadership, Business Ethics, LLM Application, Business, Artificial Intelligence, Data Science, Emerging Technologies, Innovation
Intermediate · Specialization · 1 - 3 Months

Universiteit Leiden
Skills you'll gain: Ancient History, Culture, Language Learning, Anthropology, Social Studies, Multilingualism, Literacy, Research, Research Methodologies
Intermediate · 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
Google Cloud
Skills you'll gain: Google Sheets, Google Workspace, Spreadsheet Software, Excel Formulas, Data Visualization, Version Control, Collaborative Software, Data Management, Data Analysis Software, Data Sharing, Data Import/Export
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Accrual Accounting, Financial Reporting, Financial Accounting, Balance Sheet, Revenue Recognition, Inventory Accounting, Income Statement, Financial Statements, Cash Management, Accounts Receivable, Generally Accepted Accounting Principles (GAAP), Contract Accounting, Depreciation, Accounting, Financial Statement Analysis, International Financial Reporting Standards, Peer Review, Cash Flows, Accounts Payable, Accruals
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

IE Business School
Skills you'll gain: Innovation, Business Management, Employee Performance Management, Performance Management, Leadership and Management, Industrial and Organizational Psychology, Business, Capital Budgeting, Governance, Case Studies, Organizational Effectiveness, Corporate Strategy, Business Leadership, Decision Making, Behavioral Economics, Ancient History, Organizational Structure, Business Strategy, Social Studies, Economics
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Excel Macros, Microsoft Excel, Data Analysis Expressions (DAX), Excel Formulas, Visual Basic (Programming Language), Productivity Software, Data Transformation, Debugging, Spreadsheet Software, Data Cleansing, Automation, Strategic Decision-Making, Programming Principles
Beginner · Course · 1 - 4 Weeks