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.

John Wiley & Sons
Skills you'll gain: Strategic Planning, Competitive Analysis, Strategic Thinking, Strategic Decision-Making, Conflict Management, Discussion Facilitation, Organizational Strategy, Business Planning, Analysis, Risk Analysis, Strategic Leadership, Strategic Prioritization, Environmental Monitoring, Stakeholder Analysis, Public Policies, Leadership Development, Public Administration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Organizational Development, Leadership Studies, Organizational Change, Change Management, Organizational Effectiveness, Organizational Leadership, Organizational Structure, Program Evaluation, User Feedback, Interpersonal Communications, Performance Improvement, Organizational Strategy, Gap Analysis, Business Transformation, Constructive Feedback, Decision Support Systems, Data Collection
Mixed · Course · 1 - 4 Weeks

PracticalGrowth
Skills you'll gain: Dashboard Creation, Dashboard, Project Documentation, Workflow Management, Document Management, Project Coordination, Project Management, Agile Project Management, Collaborative Software, Automation, Coordinating, Project Risk Management, Accountability Frameworks, Process Improvement, Management Reporting, Prioritization, AI literacy, Virtual Teams, Telecommuting, Responsible AI
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Generative AI, Prompt Engineering, Data Ethics, AI Security, Decision Intelligence, Intellectual Property, Large Language Modeling, Risk Analysis, Legal Risk, Compliance Management, Governance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Seaborn, Exploratory Data Analysis, Statistical Visualization, Data Visualization, Data Visualization Software, Scatter Plots, Interactive Data Visualization, Data-Driven Decision-Making, Jupyter, Data Analysis Software, Analysis, Correlation Analysis, Data Structures, Strategic Decision-Making, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Wealth Management, Financial Planning, Market Data, Financial Services, Insurance, Financial Analysis, Insurance Policies, Portfolio Management, Investment Management, Financial Market, General Finance, Investments, Market Analysis, Asset Management, Equities, Performance Analysis, Insurance and Warranty Claims Processing, Return On Investment, Risk Management, Strategic Decision-Making
★ 5 (13) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Data Visualization, Dashboard Creation, Spreadsheet Software, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Decision Making, Performance Analysis, Automation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Information Architecture, Web Content Accessibility Guidelines, User Feedback, Scalability, Organizational Skills, Systems Thinking, Content Management, Content Strategy, Content Performance Analysis, Collaborative Software, Decision Making, Information Management, Prioritization
Intermediate · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Behavioral Economics, Environmental Regulations, Economics, Financial Regulations, Economic Development, Governance, Environmental Laws, Regulatory Affairs, Public Policies, Law, Regulation, and Compliance, Health And Safety Standards, Environmental Policy, Financial Policy, Regulatory Compliance, Financial Industry Regulatory Authorities, Bidding, Bank Regulations, Market Dynamics, Banking, Commercial Laws
Beginner · Course · 1 - 3 Months

Skills you'll gain: QuickBooks (Accounting Software), Accounting Software, Bookkeeping, Financial Reporting, Accounting, Business Reporting, Accounting Records, General Accounting, Accounting and Finance Software, Small Business Accounting, Reconciliation, Standard Accounting Practices, Accounting Systems, Sales Process, Accounts Payable, Billing & Invoicing, Financial Statements, Expense Management, Automation, Data Import/Export
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Process Mapping, Lean Six Sigma, Requirements Analysis, Process Flow Diagrams, Process Improvement, Process Analysis, Process Improvement and Optimization, Six Sigma Methodology, Operational Analysis, Business Analysis, Strategic Thinking, Business Process, Business Process Management, Product Requirements, Strategic Planning, Lean Methodologies, Requirements Elicitation, Business Analysis Tools, Root Cause Analysis, Stakeholder Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Tableau Software, Business Intelligence, Business Intelligence Software, Interactive Data Visualization, Business Analytics, Data Visualization Software, Dashboard, Agentic Workflows, Dashboard Creation, Data Storytelling, Data Analysis, Data Modeling, Extract, Transform, Load, Predictive Analytics, Exploratory Data Analysis, Data Governance, Data Transformation, Data Preprocessing, Correlation Analysis, Data Security
Beginner · Specialization · 1 - 3 Months