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

Skills you'll gain: Innovation, Design Thinking, Active Listening, Organizational Structure, Creativity, Strategic Thinking, Organizational Strategy, Business Modeling, Talent Management, Creative Thinking, Business Strategy, Self-Awareness, Corporate Strategy, Consumer Behaviour, Strategic Decision-Making, Leadership Development, Culture Transformation, User Research, Leadership, Ideation
University Certificate · 6 - 12 Months

Microsoft
Intermediate · Course

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

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

Universidad de los Andes
Skills you'll gain: Design Thinking, Reinforcement Learning, Conflict Management, Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Project Management, Feasibility Studies, Systems Thinking, Infrastructure Security, Financial Statements, Environmental Social And Corporate Governance (ESG), Logistic Regression, Agile Software Development, Data Ethics, Environmental Management Systems, Product Development, Asset Management
Earn a degree
Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Integrated Marketing Communications, Research Methodologies, Strategic Decision-Making, Scope Management, Negotiation, Leadership Studies, Stakeholder Management, Earned Value Management, Intercultural Competence, Organizational Leadership, Research Design, Project Controls, Project Schedules, Research, Cost Management, Project Management, Data Analysis, Risk Management, Project Scoping, Institutional Review Board (IRB)
Earn a degree
Degree · 1 - 4 Years

University of Leeds
Skills you'll gain: Data Ethics, Social Network Analysis, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Data Storytelling, R (Software), Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Data Visualization, Statistical Visualization, Supervised Learning, Network Analysis, Dimensionality Reduction, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming
Earn a degree
Degree · 1 - 4 Years

Vanderbilt University
Skills you'll gain: Statistical Methods, Data Literacy, Regression Analysis, Statistical Analysis, Correlation Analysis, Technical Communication, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, AI literacy, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Training, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Model Training, Google Cloud Platform, Model Deployment, Applied Machine Learning, Predictive Modeling, Cloud Computing, Classification Algorithms, Cloud Deployment, Predictive Analytics
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Cloud Infrastructure, Data Modeling, Database Design, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management
Intermediate · Specialization · 1 - 3 Months