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.

Yunus Social Business Fund Bengaluru
Skills you'll gain: Finance, Financial Acumen, Financial Analysis, Corporate Finance, Excel Formulas, General Finance, Business Valuation, Financial Planning, Cost Benefit Analysis, Business Mathematics, Decision Making, Microsoft Excel, Entrepreneurial Finance, Social Impact, Spreadsheet Software, Investments, Economics, Policy, and Social Studies, Analytical Skills, Sustainable Business
Beginner · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Delegation Skills, Dealing With Ambiguity, Leadership, Decision Making, Leadership and Management, Leadership Development, Strategic Leadership, Team Leadership, Business Leadership, Organizational Leadership, Leadership Studies, Strategic Decision-Making, Trustworthiness, Team Building, Decision Intelligence, Self-Awareness, Open Mindset, Influencing, Action Oriented, Systems Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Operations Research, Operational Efficiency, Transportation Operations, Business Operations, Resource Utilization, Operations, Process Optimization, Scheduling, Operations Management, Operational Performance Management, Resource Allocation, Project Schedules, Transportation, Supply Chain, and Logistics, Analytical Skills, Resource Planning, Logistics Management, Timelines, Logistics, Finance, Research
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Financial Modeling, Market Data, Financial Statement Analysis, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, Portfolio Risk, Risk Management, General Finance, Portfolio Management, Return On Investment, Business Valuation, Corporate Finance, Capital Budgeting, Mortgage Loans, Excel Formulas, Equities, Investments
Beginner · Specialization · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Risk Modeling, Estimation, Risk Management, Analysis, Decision Making, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Probability, Quantitative Research, Statistical Modeling, Data Collection, Data Analysis, Probability Distribution, Predictive Modeling, Strategic Prioritization, Simulation and Simulation Software, Statistical Methods
Advanced · Course · 1 - 4 Weeks

Yonsei University
Skills you'll gain: Capital Budgeting, Financial Analysis, Return On Investment, Business Valuation, Financial Modeling, Cash Flows, Cash Flow Forecasting, Project Finance, Financial Statement Analysis, Project Estimation, Corporate Finance, Decision Making, Microsoft Excel, Derivatives
Beginner · Course · 1 - 4 Weeks

The Expert Academy
Skills you'll gain: Negotiation, Consumer Behaviour, Stakeholder Engagement, Behavioral Economics, Stakeholder Communications, Decision Making, Influencing, Stakeholder Management, Marketing Psychology, Sales, General Sales Practices, Problem Solving, Critical Thinking and Problem Solving, Strategic Decision-Making, Customer Analysis, Business Ethics, Analysis, Overcoming Objections, Persuasive Communication, Trustworthiness
Intermediate · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Probability & Statistics, Microsoft Excel, Descriptive Statistics, Box Plots, Statistical Methods, Probability Distribution, Statistical Visualization, Data Visualization, Probability, Statistics, Excel Formulas, Plot (Graphics), Business Mathematics, Spreadsheet Software, Data-Driven Decision-Making, Mathematical Theory & Analysis, Algebra, Bayesian Statistics, Arithmetic, Case Studies
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Patient Safety, Healthcare Project Management, Leadership, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance, Accident Prevention, Decision Making, Health Technology, Safety Training, Teamwork, Reliability, Innovation, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Decision Making, Creativity, Talent Management, Communication, Innovation, Creative Thinking, Personal Development, Interpersonal Communications, Curiosity, People Development, Professional Networking, Collaboration, Leadership Development, Leadership and Management, Leadership Studies, Self-Awareness, Strategic Leadership, Business Leadership, Emotional Intelligence, Critical Thinking
Beginner · Specialization · 3 - 6 Months

John Wiley & Sons
Skills you'll gain: Management Accounting, Cost Accounting, Financial Statements, Financial Statement Analysis, Financial Accounting, Accounting, Budget Management, Profit and Loss (P&L) Management, Internal Controls, Operating Cost, Financial Forecasting, Cost Control, Management Reporting, General Accounting, Financial Management, Cost Management, Financial Controls, Budgeting, Business Operations, Business Continuity
Advanced · Course · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Customer Retention, Predictive Analytics, Customer Insights, Data-Driven Decision-Making, Predictive Modeling, Personalized Service, Marketing Strategies, Customer Acquisition Management, Customer experience improvement, Personalized Campaigns, Customer Engagement, Strategic Marketing, Marketing Strategy and Techniques, Consumer Behaviour
Beginner · Course · 3 - 6 Months