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: Data Storytelling, Data Presentation, Data Visualization, Statistical Visualization, Scatter Plots, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Analytics, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Science and Research, Machine Learning, Clinical Data Management, Medical Science and Research, Biomedical Technology, AI Integrations, Generative AI, AI literacy, Regulatory Compliance
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Diagnostic Tests, Immunology, Infectious Diseases, Infection Control, Operating Cost, Cost Management, Laboratory Testing, Preventative Care, Pathology, Cost Benefit Analysis, Management Reporting, Data-Driven Decision-Making, Microbiology, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Ggplot2, Model Evaluation, Plot (Graphics), Regression Analysis, Predictive Analytics, Predictive Modeling, Statistical Visualization, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, R (Software), Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Analysis
Intermediate · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Digital Transformation, AI Personalization, Blockchain, digital literacy, Data Ethics, Emerging Technologies, FinTech, Artificial Intelligence, Digital Assets, Responsible AI, Artificial Neural Networks, Social Media, Driving engagement, Deep Learning, Simulation and Simulation Software, Persuasive Communication, Intellectual Property, Machine Learning, Algorithms, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Banking Services, Banking, Regulatory Compliance, Commercial Banking, Compliance Management, Risk Management Framework, Governance Risk Management and Compliance, Investment Banking, Financial Services, Operational Efficiency, Operational Performance Management, Financial Systems, Risk Management, Operational Analysis, Operational Excellence, FinTech, Front Office, Business Operations, Decision Support Systems, Investments
Beginner · Course · 1 - 4 Weeks

Universidades Anáhuac
Skills you'll gain: Organizational Strategy, Innovation, Business Strategies, Administration, Strategic Thinking, AI Enablement, Entrepreneurship, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), New Product Development, Artificial Intelligence, Plan Execution, Business Modeling, Business Transformation, Performance Measurement, Business Intelligence, Business Analytics, Business Technologies, Customer Analysis, Case Studies
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Azure DevOps, Azure DevOps Pipelines, Continuous Delivery, CI/CD, DevOps, Devops Tools, Test Planning, Continuous Integration, Software Development Methodologies, Git (Version Control System), Agile Software Development, YAML, Continuous Deployment, GitHub, Agile Methodology, Microsoft Development Tools, Test Automation, Version Control, Agile Project Management, Application Deployment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Machine Learning Methods, Healthcare Ethics, Health Informatics, Machine Learning, Deep Learning, Statistical Machine Learning, Model Training, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Electronic Medical Record System, AI Personalization, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Model Evaluation, Decision Intelligence, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Copilot, Natural Language Processing, AI literacy, Data Storytelling, Data Visualization, Data-Driven Decision-Making, Data Presentation, Generative AI, Data Visualization Software, Data Analysis, Responsible AI, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Market Opportunities, Market Analysis, Market Research, Competitive Analysis, Marketing Management, Market Intelligence, Strategic Decision-Making, Customer Analysis, Marketing Strategies, Marketing, Marketing Planning, Strategic Thinking, Strategic Marketing, Business Strategy, Analysis, Marketing Strategy and Techniques, Growth Strategies
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: File Management, Document Management, Document Control, Authorization (Computing), Auditing, Records Management, Compliance Auditing, Organizational Skills, Security Controls, Version Control, Procurement, Identity and Access Management, Project Documentation, Data Governance
Beginner · Course · 1 - 4 Weeks