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.

Google Cloud
Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Dashboard, Analytics, Data Visualization Software, Data Storytelling, Big Data, Interactive Data Visualization, Data Presentation, Google Cloud Platform, SQL, Business Analytics, Cloud Storage, Data Warehousing, Data Storage Technologies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Power BI, Azure Synapse Analytics, Microsoft Azure, Governance, Real Time Data, Enterprise Architecture, Application Deployment, Data Architecture, DevOps, Database Architecture and Administration, Data Integration, Data Security, Microsoft 365, Role-Based Access Control (RBAC), Scalability, Collaborative Software, Version Control
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Cash Flows, Business Analysis, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package), Simulations, Project Planning
Earn a degree
Degree · 1 - 4 Years

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

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Model Evaluation, Logistic Regression, Business Analytics, Predictive Analytics, Data Mining, Dimensionality Reduction, Plot (Graphics), Data-Driven Decision-Making, Data Analysis, R Programming, Statistical Modeling, Big Data, Visualization (Computer Graphics), Predictive Modeling, Data Modeling, Analytics, Analytical Skills, Data Visualization Software, Statistical Visualization
Credit offered
Mastertrack · 6 - 12 Months

University of Colorado Boulder
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling
Credit offered
Graduate Certificate · 6 - 12 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Financial Statement Analysis, Descriptive Analytics, Financial Statements, FinTech, Business Valuation, Derivatives, Social Determinants Of Health, Gerontology, Strategic Decision-Making, Portfolio Management, Customer Analysis, Credit Risk, Risk Analysis, Governance, Digital Transformation, Advanced Encryption Standard (AES), Leadership, Object Oriented Programming (OOP), Financial Analysis, Health Policy
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Organizational Strategy, Classification Algorithms, Engineering Management, Product Management, Technology Strategies, Business Modeling, Oral Expression, Systems Thinking, Project Management, Prototyping, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Management Systems, Asset Management, Project Risk Management, Operations Research, Team Management, Operational Efficiency
Earn a degree
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Research Methodologies, Strategic Decision-Making, Negotiation, Intercultural Competence, Stakeholder Management, Organizational Leadership, Research Design, Research, Data Analysis, Self-Motivation, Digital Media Strategy, Business Management, Data Collection, Goal Setting, Leadership and Management, Team Leadership, Collaboration, Resilience, Smart Goals, Organizational Strategy
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: New Product Development, Social Media Strategy, Business Strategy, Supplier Relationship Management, Ideation, Entrepreneurship, Social Media Marketing, Social Impact, Product Development, Stakeholder Engagement, Social Media, Strategic Sourcing, Innovation, Decision Making, Content Marketing, Process Analysis, Project Controls, Business Operations, Business Planning, Competitive Analysis
University Certificate · 6 - 12 Months

Skills you'll gain: Design Thinking, Active Listening, Innovation, Organizational Structure, Creativity, Creative Thinking, Talent Management, Self-Awareness, Entrepreneurship, Consumer Behaviour, Organizational Effectiveness, Creative Problem-Solving, User Research, Intellectual Property, Technology Strategies, Business Strategy, Leadership, Ideation, Strategic Decision-Making, Emotional Intelligence
University Certificate · 6 - 12 Months

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Regression Analysis, Web Scraping, Data Storytelling, Statistical Hypothesis Testing, Matplotlib, Bayesian Statistics, Data Analysis, Statistical Machine Learning, Model Evaluation, Exploratory Data Analysis, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Data Visualization, Applied Machine Learning, Statistical Modeling, Data Preprocessing, Linear Algebra
Earn a degree
Degree · 1 - 4 Years