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.

Coursera
Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting, Artificial Intelligence
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Accountability, Employee Performance Management, Smart Goals, Goal Setting, Performance Management, Management Training And Development, Accountability Frameworks, Performance Appraisal, Professional Development, Team Performance Management, Leadership Development, People Development, Constructive Feedback, Leadership, Team Leadership, Recognizing Others, Personal Development, Employee Engagement, Proactivity, Communication
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Emerging Technologies, Forecasting, Critical Thinking, Augmented and Virtual Reality (AR/VR), Strategic Thinking, Technology Strategies, Strategic Leadership, Business Transformation, Data-Driven Decision-Making, Strategic Decision-Making, Innovation, Storytelling, Thought Leadership, Augmented Reality, AI literacy, Scenario Testing, Decision Making, Artificial Intelligence, Virtual Reality, Probability & Statistics
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Package and Software Management, User Accounts, Unix Commands, Unix, Unix Shell, Bash (Scripting Language), Command-Line Interface, Kubernetes, Git (Version Control System), User Provisioning, GitHub, OS Process Management, Firewall, Ubuntu, Docker (Software), Containerization, Network Monitoring, File Systems, TCP/IP, Version Control
Beginner · Specialization · 3 - 6 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Organizational Strategy, Governance, Stakeholder Analysis, Corporate Strategy, Business Planning, Business Strategy, Organizational Structure, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Business Management, Stakeholder Management, Corporate Sustainability, Strategic Decision-Making, Stakeholder Engagement, Competitive Analysis, Entrepreneurship, New Business Development, Market Analysis, Ideation, Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Team Performance Management, Business Planning, Resource Management, Business Management, Organizational Strategy, Organizational Development, Business Acumen, Organizational Effectiveness, Strategic Thinking, Team Building, Business Strategy, Financial Management, Culture Transformation, Strategic Decision-Making, Financial Acumen, Team Leadership, Financial Planning, Decision Making, Financial Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agile Project Management, Project Management, Technical Management, Project Management Office (PMO), Program Management, Project Portfolio Management, Matrix Management, Project Controls, Team Performance Management, Leadership, Motivational Skills, Agile Methodology, Stakeholder Management, Emotional Intelligence, Conflict Management, Business Acumen, Organizational Structure, Portfolio Management, Stakeholder Engagement, Decision Making
Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Continuous Quality Improvement (CQI), Run Chart, Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Health Systems, Data Quality, Clinical Leadership, Patient-centered Care, Community Health, Health Care, Quantitative Research, Geographic Information Systems, Health Policy, Research Design, Leadership, Data Collection, Data-Driven Decision-Making, Geospatial Mapping
Beginner · Specialization · 1 - 3 Months

University of Lausanne
Skills you'll gain: Mergers & Acquisitions, Equities, Tax, Tax Management, Accounting, Accounts Payable and Receivable, Accounts Receivable, Fixed Asset, Securities (Finance), Corporate Tax, Inventory Accounting, Financial Management, Asset Management, Financial Accounting, Corporate Accounting, Depreciation, Financial Statement Analysis, Corporate Finance, Financial Statements, Consolidation
Beginner · Course · 1 - 3 Months

Universitat de Barcelona
Skills you'll gain: Physical Science, Safety Assurance, Mathematical Modeling, Predictive Modeling, Time Series Analysis and Forecasting, Simulation and Simulation Software, Telecommunications, Risk Control, Communication Systems, Decision Support Systems
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture, Linear Algebra
Intermediate · Specialization · 3 - 6 Months

Epic Games
Skills you'll gain: Unreal Engine, Virtual Environment, Version Control, 3D Assets, Video Game Development, Software Configuration Management, Game Design, Configuration Management, Content Management, Computer Graphic Techniques, Software Versioning, User Interface (UI), Collaborative Software, Data Import/Export, Software Installation
Beginner · Course · 1 - 3 Months