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.

Skills you'll gain: Angular, Mobile Development, Verification And Validation, Frontend Integration, Service Design, Front-End Web Development, UI Components, Data Validation, Service Oriented Architecture, JavaScript Frameworks, Business Logic
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Google Cloud Platform, Model Deployment, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Project Estimation, Estimation, Cost Estimation, Functional Requirement, Software Development Methodologies, Requirements Analysis, Functional Specification, Systems Analysis, Software Development Life Cycle, Project Planning, Software Development, Transaction Processing
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Project Closure, Engineering Management, Project Schedules, Engineering Software, Project Risk Management, Innovation, Project Controls, Risk Management, Project Management, Project Design, Work Breakdown Structure, Project Management Life Cycle, Risk Analysis, Scheduling, Project Implementation, Systems Engineering, Risk Management Framework, Project Management Software, Cost Management, Earned Value Management
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand, Data Storytelling, Internal Controls
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand, Data Storytelling, Internal Controls
Graduate Certificate · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Data Ethics, Applied Machine Learning, Image Analysis, Computer Vision, Responsible AI, Machine Learning Methods, Decision Tree Learning, Statistical Machine Learning, Linear Algebra, Dimensionality Reduction, Machine Learning Algorithms, Bayesian Statistics
Mastertrack · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Data Visualization, Exploratory Data Analysis, Supervised Learning, Dimensionality Reduction, Data Presentation, Model Evaluation, Predictive Modeling, Plot (Graphics), Data Analysis, Matplotlib, Data Visualization Software, Data Science, Descriptive Analytics, Machine Learning Methods, Data-Driven Decision-Making, Data Processing, Pandas (Python Package)
Mastertrack · 6 - 12 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Data Infrastructure, Cloud Storage, Model Training, Data Storage, Data Storage Technologies, Data Preprocessing, AI Workflows, Model Deployment, Data Store, Data Persistence, Decision Intelligence, Performance Tuning, Capacity Management, File Systems
Intermediate · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Design Thinking, Reinforcement Learning, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Engineering Management, Classification Algorithms, Technology Strategies, Systems Thinking, Project Management, Environmental Management Systems, Deep Learning, Feasibility Studies, Capital Budgeting, Infrastructure Security, Exploratory Data Analysis, Prompt Engineering, Product Development, Asset Management, Data Ethics, Climate Change Mitigation
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Resilience, Integrated Marketing Communications, Research Methodologies, Scope Management, Leadership Studies, Tenacity, Strategic Decision-Making, Stakeholder Management, Earned Value Management, Organizational Strategy, Organizational Leadership, Business Strategy, Research Design, Project Controls, Project Schedules, Strategic Planning, Cost Management, Institutional Review Board (IRB), Research, Digital Marketing
Degree · 1 - 4 Years

University of Colorado Boulder
Skills you'll gain: Financial Statement Analysis, Financial Statements, Goal Setting, User Story, Engineering Management, Capital Budgeting, Cost Estimation, Stakeholder Analysis, Project Scoping, Team Leadership, Mental Concentration, Environmental Social And Corporate Governance (ESG), Portfolio Risk, Agile Project Management, Risk Mitigation, Risk Management, Self-Awareness, Growth Mindedness, Leadership Development, Personal Development
Graduate Certificate · 6 - 12 Months