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.

AI CERTs
Skills you'll gain: Regulatory Compliance, Agentic Workflows
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Data Visualization, Analytics, Model Evaluation, Digital Marketing, Apache Hadoop, Digital Advertising, Digital Marketing Tools, Machine Learning Methods, AI Personalization, Advertising, Social Media Strategy, Predictive Modeling
Beginner · Specialization · 3 - 6 Months

The University of Notre Dame
Skills you'll gain: Business Ethics, Personal Integrity, Leadership Studies, Organizational Leadership, Corporate Sustainability, Ethical Standards And Conduct, Courage, Leadership, Decision Making, Leadership Development, Sustainable Development, Social Impact, Independent Thinking, Social Justice, Self-Awareness
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, Grant Writing, Resource Allocation, Strategic Decision-Making, Grant Applications, Proposal Development, Strategic Thinking, Stakeholder Communications, Resource Management, Strategic Planning, Social Impact, Fundraising, Business Modeling, Value Propositions, Innovation, Leadership
Intermediate · Guided Project · Less Than 2 Hours

LearnKartS
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Public Cloud, Infrastructure Architecture, Amazon Elastic Compute Cloud, Cloud Computing, Cloud Solutions, Cloud Hosting, Cloud Computing Architecture, Cloud Platforms, Cloud Services, Cloud Security, Cloud Deployment, Cloud Storage, Network Planning And Design, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Resource Management, Cost Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Manufacturing Processes, Product Engineering, Robotic Process Automation, Manufacturing Operations, Production Process, Industrial Engineering, Business Process Automation, Automation, Enterprise Resource Planning, Product Development, Supply Chain Management, Energy and Utilities, Plant Operations and Management, Internet Of Things, Robotics, Digital Transformation, Data Integration, Real Time Data
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Version Control, Integrated Development Environments, GitHub, Git (Version Control System), Internet Of Things, Development Environment, Embedded Software, Software Development Tools, Software Versioning, Embedded Systems, Program Development, Prototyping, Linux, Linux Commands, Operating System Administration, Operating Systems, Ubuntu, Peripheral Devices, Android (Operating System), Open Source Technology
Mixed · Course · 1 - 3 Months

Skills you'll gain: UI/UX Research, User Research, Empathy, De-escalation Techniques, Active Listening, Responsible AI, Data Sharing, User Experience, Verbal Communication Skills, ChatGPT, Interpersonal Communications, AI literacy, Anthropic Claude, Data Ethics, Consumer Behaviour, Prompt Engineering, Strategic Decision-Making, Information Privacy, Trustworthiness, Mitigation
Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Commercial Laws, Mergers & Acquisitions, Business Ethics, Legal Risk, Regulation and Legal Compliance, Governance, Lawsuits, Law, Regulation, and Compliance, Litigation and Civil Justice, Civil Procedures, Case Law, Storytelling, Case Studies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Diversity Training, Workplace inclusivity, Diversity and Inclusion, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Self-Awareness, Mitigation, Decision Making, Cultural Diversity, Culture
Beginner · Course · 1 - 4 Weeks

University at Buffalo
Skills you'll gain: Governance, Meeting Facilitation, Leadership and Management, Organizational Leadership, Organizational Effectiveness, Leadership, Case Studies, Organizational Structure, Culture Transformation, People Development, Performance Improvement, Culture, Diversity and Inclusion, Recruitment Strategies
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Legal Risk, Contract Management, Contract Review, Risk Mitigation, Procurement, Request For Quotation (RFQ), Vendor Contracts, Purchasing, Technical Communication, Decision Making, Verification And Validation, Verbal Communication Skills, Case Studies, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks