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 Michigan
Skills you'll gain: Financial Statements, Financial Accounting, Financial Statement Analysis, Accounting, General Accounting, Generally Accepted Accounting Principles (GAAP), Fixed Asset, Revenue Management, Equities, Decision Making
Intermediate · Course · 1 - 3 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Corporate Finance, Working Capital, Capital Budgeting, Financial Management, Financial Analysis, Finance, Capital Expenditure, Financial Planning, Cash Management, Risk Analysis, Cash Flows, Equities, Investment Management, Business Valuation, Return On Investment, Financial Policy
Intermediate · Course · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Cost Accounting, Management Accounting, Operating Cost, Cost Control, Cost Estimation, Cost Management, Cost Benefit Analysis, Strategic Decision-Making, Profit and Loss (P&L) Management, Accounting, Product Assortment, Capacity Management, Decision Making, Capacity Planning, Forecasting
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Decision Making, Creative Thinking, Problem Solving, Creative Problem-Solving, Decisiveness, Complex Problem Solving, Critical Thinking and Problem Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Root Cause Analysis, Independent Thinking, Ethical Standards And Conduct, Risk Analysis, Innovation, Social Impact, Risk Management, Analysis, Data Collection
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Computational Thinking, Logical Reasoning, Critical Thinking, Data Analysis, Deductive Reasoning, Mathematical Modeling, Analytical Skills, Analysis, Experimentation, Mathematics and Mathematical Modeling, Critical Thinking and Problem Solving, Data Literacy, Systems Thinking, Statistical Methods, Simulations, Predictive Modeling, Programming Principles, Decision Making, Statistical Inference, Prompt Engineering
Intermediate · Specialization · 3 - 6 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Data, Decision Making, Investment Management, Financial Policy, Personal Development, Critical Thinking, Stress Management, Mindfulness
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Statistical Programming, Statistical Methods, Probability & Statistics, Statistical Visualization, Analytics, Data Analysis Software, Data Analysis, R (Software), Business Analytics, Data Visualization, R Programming, Statistics, Statistical Inference, Variance Analysis, Descriptive Statistics, Sampling (Statistics)
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Decision Making, Problem Solving, Analytical Skills, Positivity, Open Mindset
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Operations Research, Probability & Statistics, Statistics, Excel Formulas, Data-Driven Decision-Making, Technical Analysis, Probability, Quantitative Research, Microsoft Excel, Sampling (Statistics), Probability Distribution, Operational Efficiency, Transportation Operations, Financial Analysis, Business Operations, Spreadsheet Software, Resource Utilization, Operations, Process Optimization, Finance
Beginner · Specialization · 3 - 6 Months

Dartmouth College
Skills you'll gain: Decision Making, Self-Awareness, Emotional Intelligence, Critical Thinking, Behavioral Economics, Problem Solving, Leadership Development, Analysis, Goal Setting, Strategic Leadership, Business Strategy, Overcoming Obstacles, Mitigation
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Data Literacy, Critical Thinking, Data Quality, Analytical Skills, Data Analysis, Data Pipelines, Statistical Analysis, Data Visualization, Business Intelligence, Machine Learning, Data Ethics, Correlation Analysis, Data Governance, Data Integrity, Organizational Strategy, Business Communication, Cross-Functional Collaboration, Professional Development, SQL, Change Management
Beginner · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Business Ethics, Decision Making, Ethical Standards And Conduct, Social Sciences, Business Management, Research, Sociology, Compliance Management, Psychology, Case Studies, Mindfulness
Beginner · Course · 1 - 3 Months