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: SolidWorks (CAD), Computer-Aided Design, Engineering Design Process, Verification And Validation, 3D Modeling, Mechanical Design, Functional Design, Assembly Drawing, Drafting and Engineering Design
★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Data, Oracle Cloud Applications, Forecasting, Accounting and Finance Software, Budget Management, Financial Forecasting, Budgeting, Data Management, Problem Management, Workflow Management, Strategic Planning, Month End Closing, Decision Making
★ 4.7 (15) · Intermediate · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Product Management, New Product Development, Stakeholder Engagement, Stakeholder Communications, Product Development, Product Improvement, Innovation, Sustainable Business, Stakeholder Management, Ideation, Analysis, Customer Insights, Customer Analysis, Product Testing, Customer Engagement, Communication, Business Modeling, Leadership and Management, Data-Driven Decision-Making
★ 4.8 (30) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, R Programming, Predictive Modeling, Sampling (Statistics), Statistical Hypothesis Testing, Tidyverse (R Package), Data Analysis, Data Modeling, Data-Driven Decision-Making, Regression Analysis, Data Science, Statistical Inference, Predictive Analytics, Rmarkdown, Statistical Methods, Applied Machine Learning, Model Evaluation, Machine Learning
★ 4.7 (10) · Mixed · Course · 1 - 3 Months

The Pennsylvania State University
Skills you'll gain: Geographic Information Systems, Case Studies, Climate Change Programs, Systems Thinking, Geospatial Information and Technology, Sustainable Design, Spatial Analysis, Sustainable Development, Design Strategies, Collaborative Software, Decision Intelligence, Decision Support Systems, Cultural Responsiveness
★ 4.6 (64) · Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Healthcare Ethics, Clinical Research Ethics, Electronic Medical Record, Medical Privacy, Business Ethics, Informed Consent, Healthcare Industry Knowledge, Hospice, Medical Records, Ethical Standards And Conduct, Health Information Management, Health Care, Clinical Trials, Governance, Institutional Review Board (IRB), Marketing Management, Law, Regulation, and Compliance, Decision Making, Analysis, Critical Thinking
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Data Presentation, Business Analytics, Data Literacy, Business Analysis, Business Strategy, Accounting, Organizational Effectiveness, Analytical Skills, Organizational Structure, General Accounting, Organizational Strategy, Business Communication, Marketing, Financial Accounting, Strategic Marketing, Strategic Thinking, Innovation, Product Lifecycle Management, Value Propositions
★ 4.9 (16) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Statistical Analysis, Data Cleansing, Data Management
★ 4.8 (9) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Non-Profit Accounting, Fund Accounting, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Compliance Reporting, Standard Accounting Practices, Specialized Accounting, Financial Accounting, Financial Statement Analysis, Financial Statements, Finance, Accounting, Financial Analysis, Analysis, Decision Making
★ 4.7 (14) · Mixed · Course · 1 - 4 Weeks

Howard University
Skills you'll gain: Regression Analysis, Correlation Analysis, Spreadsheet Software, Business Analysis, Data-Driven Decision-Making, Data Modeling, Business Modeling, Business Analytics, Microsoft Excel, Business Solutions, Statistical Analysis, Mathematical Modeling, Data Analysis Software, Excel Formulas, Analysis, Statistical Methods, Forecasting, Data Analysis, Operations Research, Business Strategy
★ 4.7 (33) · Intermediate · Specialization · 1 - 3 Months

Imperial College London
Skills you'll gain: Health Systems, Health Policy, Health Assessment, Public Health and Disease Prevention, Public Health, Health Care, Health Disparities, Health Promotion, Social Determinants Of Health
★ 4.7 (86) · Beginner · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Project Risk Management, Crisis Management, Earned Value Management, Project Management Institute (PMI) Methodology, Project Controls, Project Documentation, Project Management, Project Performance, Project Planning, Case Studies, Performance Metric, Knowledge Transfer, Root Cause Analysis, Decision Making
★ 4.9 (73) · Intermediate · Course · 1 - 3 Months