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.

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Strategic Prioritization, Prioritization, Business Priorities, Corporate Sustainability, Sustainable Business, Stakeholder Analysis, Needs Assessment, Social Impact, Stakeholder Management, Stakeholder Engagement, Organizational Strategy, Strategic Planning, Strategic Decision-Making, Professional Networking
★ 4.7 (46) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, Grant Writing, Resource Allocation, Strategic Decision-Making, Grant Applications, Proposal Development, Strategic Thinking, Stakeholder Communications, Resource Management, Strategic Planning, Social Impact, Fundraising, Business Modeling, Value Propositions, Innovation, Leadership
★ 4.7 (21) · Intermediate · Guided Project · Less Than 2 Hours
Starweaver
Skills you'll gain: AI Product Strategy, AI Enablement, Market Opportunities, Scalability, Case Studies, Entrepreneurship, Business Strategy, ChatGPT, Decision Intelligence, Business Process Automation, AI Integrations, Artificial Intelligence, Generative AI, Cost Containment, Innovation, Automation
★ 4.4 (13) · Intermediate · Course · 1 - 4 Weeks

AI Business School
Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Generative AI, Sales Enablement, AI Personalization, Sales, AI literacy, AI Product Strategy, AI Enablement, ChatGPT, Large Language Modeling, LLM Application, AI Workflows, Artificial Intelligence, Decision Intelligence, Finance, Ideation, Business Transformation, Innovation
★ 3.9 (11) · Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Data Storytelling, Leaflet (Software), Rmarkdown, Version Control, Web Scraping, Regression Analysis, Data Visualization, Statistical Analysis, Data Manipulation, Geospatial Information and Technology, Time Series Analysis and Forecasting, Tidyverse (R Package), Statistical Software, Microsoft Azure, Logistic Regression, Data Cleansing, Data Wrangling, Software Documentation, R Programming, R (Software)
★ 4 (7) · Beginner · Professional Certificate · 3 - 6 Months

Coursera
Skills you'll gain: Market Research, Analytical Skills, Data Collection, Data-Driven Decision-Making, Customer Analysis, Market Analysis, Market Dynamics, Market Intelligence, Marketing, Business Research, Analysis, Market Opportunities, Data Analysis, Customer Insights, Marketing Strategies, Market Trend, Consumer Behaviour, Trend Analysis, Strategic Decision-Making
★ 4.6 (47) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, LLM Application, Agentic systems, Model Deployment, AI Integrations, Generative AI, Artificial Intelligence, Predictive Modeling, Data Integration
★ 4.4 (50) · Intermediate · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Independent Thinking, AI literacy, Logical Reasoning, Analytical Skills, Generative AI, Empathy, Trend Analysis, Cognitive flexibility, Research, Lifelong Learning, Bayesian Statistics, Data Analysis, Decision Making
Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Six Sigma Methodology, Production Schedule, Quality Management, Operations Management, Lean Six Sigma, Operations, Production Management, Quality Improvement, Process Management, Quality Management Systems, Operational Efficiency, Process Improvement, Product Quality (QA/QC), Operational Excellence, Scheduling, Production Planning, Quality Control, Production Process, Decision Making
★ 4.8 (39) · Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Decision Support Systems, Database Design, Relational Databases, Database Management, Database Development, SQL, Descriptive Statistics, Statistics, Statistical Analysis, Business Intelligence, Microsoft Excel, Data Processing, Extract, Transform, Load, Business Analytics, Data Manipulation, Data Science, Conceptual Design
★ 4.5 (102) · Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Supply Chain Management, Game Theory, Economics, Business Research, Forecasting, Competitive Analysis, Business Analysis, Business Strategy, Business Modeling, Strategic Decision-Making, Business Risk Management, Decision Making
★ 4.7 (22) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Nursing Management, Clinical Leadership, Continuous Quality Improvement (CQI), Stakeholder Engagement, Health Equity, Nursing Administration, Financial Forecasting, Patient Safety, Composure, Conflict Management, Teamwork, Nursing, Change Management, Financial Management, Decision Making, Healthcare Ethics, Quality Improvement, Staff Management, Strategic Planning, Delegation Skills
Intermediate · Specialization · 3 - 6 Months