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: 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

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: Data-Driven Marketing, Strategic Communication, Journey Mapping, Marketing Communications, Marketing Strategies, Digital Media Strategy, Marketing Analytics, Digital Marketing, Marketing Automation, Marketing Channel, Cross-Channel Marketing, AI Personalization, Data-Driven Decision-Making, Personalized Campaigns, MarTech, Integrated Marketing Communications, Communication Strategies, Consumer Behaviour, Data Ethics, Social Media
★ 4.4 (2.9K) · 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

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

Skills you'll gain: Legal Risk, Legal Strategy, Arbitration, Commercial Laws, International Relations, Strategic Decision-Making, Law, Regulation, and Compliance, Governance, Diplomacy, Business Risk Management, Mediation, Risk Management, Regulation and Legal Compliance, Regulatory Requirements, Litigation and Civil Justice, Adjudication
Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Peer Review, Organizational Strategy, Strategic Thinking, Business Research, Milestones (Project Management), Project Management, Executive Presence, Business Strategy, Verbal Strategic Communication, Research Reports, Business Analysis, Strategic Decision-Making, Business Communication, Analysis, Report Writing, Business Writing, Decision Making, Constructive Feedback
★ 4.7 (219) · Mixed · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Azure DevOps Pipelines, Azure DevOps, GitHub, Git (Version Control System), Infrastructure as Code (IaC), DevSecOps, CI/CD, Version Control, Agile Software Development, Terraform, Microsoft Azure, Scrum (Software Development), DevOps, Devops Tools, Kubernetes, YAML, Application Performance Management, Authorization (Computing), Load Balancing, Identity and Access Management
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Molecular Biology, Biochemistry, Human Development, Biology, Life Sciences, Environment, Molecular, Cellular, and Microbiology, Chemistry, Cell Biology, Environmental Issue, Child Development, Environmental Science, Environmental Resource Management, Music, Biotechnology, Environment and Resource Management, General Science and Research, Decision Making, Natural Resource Management, Liberal Arts
★ 4.5 (405) · Beginner · Specialization · 3 - 6 Months

Università Bocconi
Skills you'll gain: Leadership and Management, Branding, Business Management, Brand Management, Brand Strategy, Brand Loyalty, Data Strategy, Fundraising, Data-Driven Decision-Making, Marketing, Consumer Behaviour, Customer experience strategy (CX), Customer Engagement, Value Propositions, Target Audience
★ 4.8 (1.5K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Hardening, DevSecOps, Disaster Recovery, Key Management, Cloud Security, Data Security, Encryption, Multi-Cloud, Security Controls, Cloud-Native Computing, Role-Based Access Control (RBAC), Containerization, Data Storage Technologies, Information Assurance, Authorization (Computing), IT General Controls (ITGC), Auditing, Network Troubleshooting, AWS CloudFormation
Intermediate · Course · 3 - 6 Months