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 Pennsylvania
Skills you'll gain: Human Capital, People Management, Human Resource Strategy, Staff Management, Leadership and Management, Human Relations Movement, Team Performance Management, Leadership Studies, Decision Making, Organizational Structure, Organizational Effectiveness, Organizational Change, Organizational Leadership, Employee Performance Management, Team Motivation, Strategic Decision-Making, Compensation and Benefits, Organizational Development, Change Management, Performance Appraisal
★ 4.6 (2.6K) · Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Unsupervised Learning, Machine Learning Methods, Applied Machine Learning, Responsible AI, Data Ethics, Machine Learning, Machine Learning Algorithms, Supervised Learning, Artificial Intelligence, Reinforcement Learning, AI Personalization, Artificial Neural Networks, Deep Learning, Anomaly Detection, Model Optimization, Dimensionality Reduction
★ 4.9 (5.6K) · Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Statistical Methods, Applied Machine Learning, Data Analysis Software, Machine Learning Algorithms, Molecular, Cellular, and Microbiology, Markov Model, Biotechnology, Life Sciences, Infectious Diseases, Microbiology, Epidemiology, Statistical Analysis, Precision Medicine, Algorithms, Computational Thinking, Python Programming
★ 4.3 (1.3K) · Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: B2B Sales, Strategic Partnership, Sales Strategy, Business Planning, Sales Territory Management, Sales Management, Account Strategy, Business Development, New Business Development, Sales Pipelines, Proposal Development, Go To Market Strategy, Cost Benefit Analysis, Price Negotiation, Strategic Decision-Making, Decision Making, Value Propositions, Prioritization
Intermediate · Course · 1 - 3 Months

Minnesota State University, Mankato
Skills you'll gain: Strategic Decision-Making, Leadership, Strategic Leadership, Decision Making, Strategic Thinking, Leadership Development, Business Leadership, Problem Solving, Dealing With Ambiguity, Systems Thinking, Influencing, Solution Design, Critical Thinking, Problem Management, Business Priorities, Prioritization, Risk Management, Risk Analysis, Root Cause Analysis, Communication
Advanced · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Independent Thinking, Logical Reasoning, Social Skills, Active Listening, Analytical Skills, Honesty, Cognitive flexibility, Open Mindset, Creative Thinking, Persuasive Communication, Problem Solving, Research, Decision Making, Communication, Interpersonal Communications, Verbal Communication Skills, Self-Awareness
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Mediation, Conflict Management, Negotiation, Communication Strategies, Verbal Communication Skills, Communication, Empathy, Active Listening, Non-Verbal Communication, Problem Solving, Decision Making
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Corporate Strategy, Business Strategy, Strategic Thinking, Strategic Decision-Making, Growth Strategies, Portfolio Management, New Business Development, Business Valuation, Organizational Structure, Organizational Effectiveness, Decision Making, Resource Allocation, Analysis, Financial Analysis, Influencing
★ 4.8 (2.8K) · Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Pandas (Python Package), Data Manipulation, NumPy, Data Processing, Data Cleansing, Data Wrangling, Data Transformation, Data Preprocessing, Data Science, Statistical Analysis, Data-Driven Decision-Making, Pivot Tables And Charts, Data Analysis, Statistical Methods, Python Programming, Data Import/Export, Scripting Languages, Probability & Statistics, Programming Principles, Text Mining
★ 4.5 (27K) · Intermediate · Course · 1 - 4 Weeks
University of Pennsylvania
Skills you'll gain: Return On Investment, Capital Budgeting, Finance, Financial Forecasting, Forecasting, Cash Flow Forecasting, Financial Modeling, Financial Analysis, Financial Planning, Corporate Finance, Business Valuation, Cash Flows, Risk Analysis, Loans
★ 4.6 (6.4K) · Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Writing and Editing, Writing, Storytelling, Editing, Detail Oriented, Decision Making, Creativity, Professionalism, Time Management
★ 4.7 (2K) · Beginner · Course · 1 - 4 Weeks

IESE Business School
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Market, Finance, Corporate Finance, Income Statement, Accounting, Financial Management, Cash Flows, Balance Sheet, Financial Acumen, Accrual Accounting, Financial Accounting, Cash Management, Financial Data, Capital Budgeting, Corporate Accounting, Management Accounting, Financial Analysis, General Finance
★ 4.8 (6.5K) · Beginner · Specialization · 3 - 6 Months