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 Illinois Urbana-Champaign
Skills you'll gain: Data Storytelling, Revenue Recognition, Data Presentation, Data Visualization, Business Workflow Analysis, Accrual Accounting, Financial Statements, Accruals, Storytelling, Cash Flows, Accounting, Financial Statement Analysis, Business Analytics, Financial Accounting, Business Analysis, Big Data, Asset Management, Analytics, Data Analysis, Intellectual Property
★ 4.7 (6.4K) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: React Native, Android Studio, Restful API, Version Control, User Research, UI/UX Research, Usability Testing, Jest (JavaScript Testing Framework), Git (Version Control System), Data Structures, Kotlin, Unix Commands, Android Jetpack, Android Development, Persona (User Experience), GitHub, Interaction Design, Mobile Development, Code Reusability, Javascript
★ 4.6 (9.2K) · Beginner · Professional Certificate · 3 - 6 Months

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Interviewing Skills, Recruitment, Compensation Strategy, Compensation and Benefits, Compensation Management, Coordination, Closing (Sales), Recruitment Strategies, Full Cycle Recruitment, Negotiation, Talent Recruitment, Professional Networking, Presentations, Talent Acquisition, Professional Development, Job Evaluation, Oral Expression, Labor Compliance, Employee Onboarding, Decision Making
★ 4.3 (35) · Beginner · Specialization · 1 - 3 Months

Erasmus University Rotterdam
Skills you'll gain: Strategic Decision-Making, Business Valuation, Private Equity, Mergers & Acquisitions, Game Theory, Corporate Strategy, Strategic Thinking, Capital Budgeting, Financial Analysis, Business Strategy, Financial Statement Analysis, Return On Investment, Investment Banking, Decision Making, Cash Flows, Bidding, Growth Strategies, Corporate Finance, Competitive Analysis
★ 4.6 (1.4K) · Advanced · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Mathematical Modeling, Systems Thinking, Strategic Decision-Making, Innovation, Diversity Awareness, Social Sciences, Predictive Modeling, Strategic Thinking, Decision Making, Complex Problem Solving, Critical Thinking, Network Analysis, Economics, Economic Development, Probability, Market Dynamics, Coordination
★ 4.8 (2.3K) · Intermediate · Course · 1 - 3 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

Skills you'll gain: Enterprise Risk Management (ERM), Risk Analysis, Business Risk Management, Risk Modeling, Risk Management, Risk Management Framework, Risk Mitigation, Strategic Decision-Making, Cost Accounting, Market Dynamics, Competitive Analysis, Decision Making, Product Strategy, Consumer Behaviour, Analysis, Resource Allocation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, AI literacy, Prompt Patterns, Prompt Engineering Tools, AI Enablement, Generative AI, Generative AI Agents, Artificial Intelligence, AI Personalization, AI Workflows, Ideation, Decision Support Systems, Responsible AI, Google Workspace
★ 4.8 (354) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Multimodal Prompts, Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, AI literacy, Context Engineering
★ 4.8 (4.1K) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Geospatial Information and Technology, Cloud Deployment, Geospatial Mapping, Spatial Data Analysis, Cloud Computing, Data Validation, Geographic Information Systems, Image Quality, Spatial Analysis, Data Transformation, Data Processing, Cloud Platforms, Verification And Validation, Data Import/Export, Metadata Management, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Meeting Facilitation, Drive Engagement, Discussion Facilitation, Time Management, Productivity, Taking Meeting Minutes, Organizational Skills, Action Oriented, Collaboration, Goal Setting, Professionalism, Team Leadership, Follow Through, Project Documentation, Virtual Teams, Communication, Leadership, Decision Making, Accountability, Business Communication
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: B2B Sales, Cost Benefit Analysis, Price Negotiation, Sales Strategy, Decision Making, Microsoft Excel, Sales, Strategic Decision-Making, Business Marketing, User Feedback, Data-Driven Decision-Making, Competitive Analysis, Customer Insights, Matrix Management, Gross Profit, Strategic Thinking, Business Strategies, Continuous Improvement Process
Intermediate · Course · 1 - 4 Weeks