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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


  • E

    EDUCBA

    Build AngularJS Mobile Apps with Practical Case Studies

    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

  • H

    HEC Paris

    Leading Innovation With Creativity University Certificate

    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

  • M

    Microsoft

    Running AI as an Enterprise Capability

    Intermediate · Course

  • U

    University of Colorado Boulder

    Engineering Management Graduate Certificate

    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

  • P

    Pontificia Universidad Católica de Chile

    Diplomado en Analítica de los Negocios

    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

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    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

  • Status: Job Ready
    Job Ready
    U

    University of Huddersfield

    MSc Management

    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

  • Status: Job Ready
    Job Ready
    U

    University of Leeds

    Master of Science in Data Science (Statistics)

    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

  • V

    Vanderbilt University

    From Data to Decisions: Making Predictions with AI

    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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Vertex AI Tabular Data: Qwik Start

    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

  • C

    Coursera

    Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

    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

    4.4
    Rating, 4.4 out of 5 stars
    ·
    98 reviews

    Intermediate · Specialization · 1 - 3 Months

1…308309310311

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

  • Build AngularJS Mobile Apps with Practical Case Studies: EDUCBA
  • Leading Innovation With Creativity University Certificate: HEC Paris
  • Running AI as an Enterprise Capability: Microsoft
  • Engineering Management Graduate Certificate: University of Colorado Boulder
  • Diplomado en Analítica de los Negocios: Pontificia Universidad Católica de Chile
  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • MSc Management: University of Huddersfield
  • Master of Science in Data Science (Statistics): University of Leeds
  • From Data to Decisions: Making Predictions with AI: Vanderbilt University
  • Scikit-Learn For Machine Learning Classification Problems: Coursera

Skills you can learn in Software Development

Programming Language (34)
Google (25)
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Software Testing (21)
Web (19)
Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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