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  • Decision Tree

Decision Tree Courses

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.

Popular Decision Tree Courses and Certifications


  • U

    University of Minnesota

    Recommender Systems: Evaluation and Metrics

    Skills you'll gain: Model Evaluation, Decision Support Systems, Business Metrics, Test Data, Performance Metric, Performance Testing, Data Collection, Performance Measurement, Benchmarking, A/B Testing, Predictive Analytics, Product Assortment

    4.4 stars, 236 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (236) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    AI Essentials

    Skills you'll gain: Responsible AI, AI Enablement, Artificial Neural Networks, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, AI literacy, Generative AI, Generative AI Agents, Machine Learning Methods, Deep Learning, Machine Learning, LLM Application, Convolutional Neural Networks, Supervised Learning, Fraud detection, Reinforcement Learning, Ethical Standards And Conduct, Unsupervised Learning

    4.8 stars, 237 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (237) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Global Strategy II: Doing Business in The Global Economy

    Skills you'll gain: Business Strategy, Growth Strategies, New Business Development, Business Development, Corporate Strategy, Political Sciences, International Relations, Strategic Thinking, Strategic Planning, Go To Market Strategy, Strategic Partnership, Strategic Decision-Making, Supply Chain, Competitive Analysis, Mergers & Acquisitions, Market Opportunities, Cost Reduction, Decision Making, Risk Management

    4.8 stars, 159 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (159) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Meta

    Back-End Developer Capstone

    Skills you'll gain: Back-End Web Development, Django (Web Framework), Version Control, Git (Version Control System), API Testing, Web Development, Authentications, API Design, Application Development, Application Programming Interface (API), Restful API, Unit Testing, Test Tools, Database Development, MySQL, User Accounts, Web Applications, Databases

    4.6 stars, 187 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (187) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    Technical University of Denmark (DTU)

    Environmental Management & Ethics

    Skills you'll gain: Environmental Regulations, Environmental Laws, Environment, Environmental Policy, Environmental Resource Management, Environmental Management Systems, Environmental Issue, Ethical Standards And Conduct, Environment and Resource Management, Systems Thinking, Cost Benefit Analysis, Case Studies, Economics

    4.7 stars, 432 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (432) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Utrecht University

    Human Rights for Open Societies

    Skills you'll gain: Social Justice, Court Systems, Political Sciences, Immigration Law, Law, Regulation, and Compliance, Diversity Awareness, European History, Cultural Diversity, Social Sciences, Lawsuits, Civil Law, Adjudication, Legal Proceedings, Case Law, Case Studies

    4.8 stars, 632 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (632) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • G

    Google Cloud

    Google Slides

    Skills you'll gain: Presentations, Google Workspace, Productivity Software, Sales Presentations, Business Communication, Version Control, Collaborative Software, Document Management, Multimedia, Data Sharing, Role-Based Access Control (RBAC), Data Import/Export

    4.7 stars, 285 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (285) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Campus BBVA

    Business Analytics

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Data Literacy, Descriptive Statistics, Analytics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Statistics, Big Data, Statistical Analysis

    4.6 stars, 238 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (238) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Foundations of Neuroscience

    Skills you'll gain: Sensory Systems Analysis, Marketing Psychology, Influencing, Case Studies, Persuasive Communication, Advertising, Marketing Communications, Consumer Behaviour, Decision Making, Marketing Effectiveness, Neurology, Behavioral Economics, Marketing, Psychology, Anatomy

    4.4 stars, 43 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (43) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Predictive Modeling, Model Fitting, and Regression Analysis

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning

    4.5 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Forecasting and Predictive Analytics Methods Pack

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Trend Analysis, Advanced Analytics, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Business Analytics, Supervised Learning, Business Metrics, Market Data, Generative AI, Financial Management, Strategic Decision-Making, Market Intelligence, Statistical Analysis, Model Evaluation, Data Storytelling, Applied Machine Learning

    4.1 stars, 73 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.1 (73) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of New Mexico

    Web Application Development: Basic Concepts

    Skills you'll gain: Version Control, Web Applications, Full-Stack Web Development, Git (Version Control System), Middleware, Web Development, Web Development Tools, Application Development, Software Architecture, User Interface (UI), Agile Software Development, Application Frameworks, Ajax, User Interface (UI) Design, Model View Controller, Databases, Database Management, Data Modeling, Relational Databases, Ruby on Rails

    4.3 stars, 185 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (185) · Mixed · Course · 1 - 3 Months

1…909192…368

In summary, here are 10 of our most popular decision tree courses

  • Recommender Systems: Evaluation and Metrics: University of Minnesota
  • AI Essentials: Saïd Business School, University of Oxford
  • Global Strategy II: Doing Business in The Global Economy: University of Illinois Urbana-Champaign
  • Back-End Developer Capstone: Meta
  • Environmental Management & Ethics: Technical University of Denmark (DTU)
  • Human Rights for Open Societies: Utrecht University
  • Google Slides: Google Cloud
  • Business Analytics: Campus BBVA
  • Foundations of Neuroscience: Johns Hopkins University
  • Predictive Modeling, Model Fitting, and Regression Analysis: University of California, Irvine

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Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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