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 Edinburgh
Skills you'll gain: Diversity Awareness, Self-Awareness, Child Development, Psychology, Psychotherapy, Decision Making, Psychiatry, Neurology, Scientific Methods
★ 4.7 (826) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Technical Analysis, Market Trend, Financial Trading, Market Dynamics, Market Data, Trend Analysis, Financial Market, Market Analysis, Securities Trading, Market Opportunities, Analysis, Decision Making, Applied Behavior Analysis, Psychology, Consolidation
Mixed · Course · 1 - 4 Weeks

Meta
Skills you'll gain: Jest (JavaScript Testing Framework), React.js, Web Development Tools, JavaScript Frameworks, Code Reusability, Application Programming Interface (API), Unit Testing, UI Components, Front-End Web Development, Software Design Patterns, Javascript, Context Management
★ 4.6 (1.5K) · Intermediate · Course · 1 - 4 Weeks

The University of Tokyo
Skills you'll gain: Game Theory, Socioeconomics, Analysis, Political Sciences, Biology
★ 4.7 (2K) · Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Web Scraping, Data Structures, Generative AI, Version Control, Git (Version Control System), Matplotlib, Data Visualization, Web Development, Debugging, Data Literacy, Scripting, Flask (Web Framework), Plotly, Data Ethics, GitHub, Containerization, DevOps, Automation, Data Analysis, Cloud Computing
★ 4.4 (756) · Beginner · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Prompt Engineering, Gemini, Prompt Engineering Tools, Financial Data, Google Workspace, Agentic Workflows, Unstructured Data, Financial Analysis, AI Orchestration, Decision Intelligence, Generative AI Agents, Corporate Communications, Business Writing, Report Writing, Business Correspondence, Auditing, Workflow Management, Business Process Automation, Compliance Auditing
Beginner · Course · 1 - 3 Months

Pearson
Skills you'll gain: Business Planning, Organizational Strategy, Goal Setting, Decision Making, Resource Planning, Plan Execution, Risk Management, Strategic Decision-Making, Resource Allocation, Prioritization
Beginner · Course · 1 - 4 Weeks

S.P. Jain Institute of Management and Research
Skills you'll gain: Business Analytics, Business Intelligence, Analytics, Supervised Learning, Regression Analysis, Customer Analysis, Applied Machine Learning, Data Mining, Advanced Analytics, Dimensionality Reduction, Analytical Skills, Marketing Analytics, Target Market, Data-Driven Decision-Making, Classification And Regression Tree (CART), Analysis, Predictive Analytics, Business Analysis, Predictive Modeling, Data-Driven Marketing
Beginner · Course · 1 - 3 Months
Skills you'll gain: Goal Setting, Smart Goals, Resilience, Growth Mindedness, Accountability, Overcoming Obstacles, Personal Development, Habit Formation, Coaching, Emotional Intelligence, Compassion, Financial Planning, Self-Awareness, Empathy & Emotional Intelligence, Decision Making
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Management Accounting, Cost Accounting, Accounting Systems, Supply Chain, Cost Benefit Analysis, Accounting, Financial Accounting, Cost Management, Process Improvement, Decision Making
★ 4.7 (1.4K) · Intermediate · Course · 1 - 4 Weeks
Rice University
Skills you'll gain: Statistics, Descriptive Statistics, Probability & Statistics, Probability Distribution, Business Analytics, Statistical Methods, Microsoft Excel, Statistical Modeling, Data Analysis, Excel Formulas, Statistical Analysis, Descriptive Analytics, Box Plots, Sampling (Statistics), Statistical Inference, Correlation Analysis, Decision Making, Variance Analysis
★ 4.7 (2.7K) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Product Planning, Marketing Planning, Strategic Marketing, Product Strategy, Product Marketing, Marketing, New Product Development, Marketing Strategy and Techniques, Business Planning, Marketing Strategies, Marketing Management, Marketing Operations, Strategic Planning, Competitive Analysis, Promotional Strategies, Consumer Behaviour, Business Strategies, Decision Making, Value Propositions, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks