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 Washington
Skills you'll gain: Negotiation, Events and Conferences, Event Planning, Event Management, Communication Strategies, Business Writing, Business Communication, Verbal Communication Skills, Planning, Oral Expression, Writing, Proposal Development, Oral Comprehension, Decision Making, Language Competency, Customer Complaint Resolution, Vocabulary
★ 4.8 (624) · Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Technical Analysis, Portfolio Risk, Risk Control, Financial Trading, Risk Management, Market Trend, Equities, Portfolio Management, Order Entry, Financial Market, Derivatives, Order Management, Market Analysis, Plan Execution, Risk Analysis, Investment Management, Marketing Planning, Finance, Corporate Finance, Entrepreneurial Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Requirements Elicitation, Business Analysis, Process Analysis, Requirements Analysis, Business Systems Analysis, Systems Analysis, Professional Development, Analysis, Operational Analysis, Requirements Management, Business Analysis Tools, Business Requirements, Stakeholder Engagement, Business Analytics, Business Workflow Analysis, People Development, Consulting, Project Management Institute (PMI) Methodology, Business Communication, Creative Thinking
Beginner · Course · 3 - 6 Months

University of Maryland, College Park
Skills you'll gain: Ideation, Innovation, Entrepreneurship, Risk Management, Risk Analysis, New Product Development, Business Strategies, Value Propositions, Brainstorming, Competitive Analysis, Business Modeling, Product Development, Customer Analysis, Customer Insights, Needs Assessment, Market Dynamics
★ 4.7 (1.5K) · Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Version Control, Hypertext Markup Language (HTML), GitHub, Git (Version Control System), HTML and CSS, Cascading Style Sheets (CSS), Web Design and Development, Web Development, Web Design, Software Versioning, Image Quality, Web Development Tools, Web Content, Front-End Web Development, Web Presence, Web Servers, Frontend Performance
★ 4.7 (3.7K) · Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Blockchain, Digital Assets, FinTech, Financial Systems, Financial Inclusion, Financial Market, Financial Regulations, Capital Markets, Financial Regulation, Payment Systems, Financial Services, Cryptographic Protocols, Asset Management, Market Liquidity, Law, Regulation, and Compliance, Cryptography, Regulatory Requirements, Payment Processing
Mixed · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Workforce Planning, Human Resources Management and Planning, Workforce Development, Human Resource Strategy, Human Resources, Microsoft Copilot, Strategic Planning, People Analytics, Human Capital, Workforce Management, Stakeholder Communications, Plan Execution, Microsoft 365, Presentations, Return On Investment, Change Management, Strategic Decision-Making, Leadership Development, Corporate Strategy, Business
Advanced · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Strategic Decision-Making, Team Management, Technology Strategies, Strategic Thinking, Business Modeling, People Management, Innovation, Decision Making, Organizational Strategy, Product Lifecycle Management, Business Strategy, New Product Development, Intellectual Property, Value Propositions, Commercialization, Competitive Analysis, Market Dynamics, Creativity
★ 4.8 (1.3K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL Server Reporting Services, Dashboard, Dashboard Creation, Interactive Data Visualization, Data Presentation, Microsoft Excel, Excel Macros, Data Visualization Software, Excel Formulas, Microsoft SQL Servers, Business Reporting, Business Intelligence, Cloud-Native Computing, SQL, Data Analysis, Analytics, Automation, Analysis, Business, Design
Beginner · Specialization · 1 - 3 Months

Queen Mary University of London
Skills you'll gain: Mergers & Acquisitions, Due Diligence, Stakeholder Analysis, Contract Negotiation, General Sales Practices, Negotiation, Business Valuation, Stakeholder Management, Business Transformation, Leadership, Risk Management Framework, Business Strategy, Program Management, Strategic Decision-Making, Risk Analysis, Organizational Change, Influencing, Change Management, Continuous Integration, Culture
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Lakes, Apache Spark, Databricks, Data Pipelines, PySpark, Business Intelligence, Data Warehousing, Data Architecture, Performance Tuning, Data Governance, Transaction Processing, GitHub, Dashboard, Version Control, Data Integration, Data Transformation, Data Cleansing, Analytics, Git (Version Control System), Scalability
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Beginner · Course · 1 - 3 Months