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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


  • H

    HEC Paris

    Leading Innovation With Creativity University Certificate

    Skills you'll gain: Design Thinking, Active Listening, Innovation, Organizational Structure, Creativity, Strategic Thinking, Organizational Strategy, Creative Thinking, Talent Management, Business Strategy, Self-Awareness, Entrepreneurship, Corporate Strategy, Consumer Behaviour, Organizational Effectiveness, Strategic Decision-Making, Leadership Development, User Research, Leadership, Ideation

    University Certificate · 6 - 12 Months

  • 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

  • M

    Microsoft

    Strategic HR Leadership

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Data Presentation, Financial Data, Interactive Data Visualization, Statistical Machine Learning, Marketing Analytics, Strategic Decision-Making, Sales Territory Management, Marketing Management, Machine Learning Methods, Data Visualization, Financial Statement Analysis, Data Cleansing, Operations Research, Statistical Modeling, Model Deployment, Natural Language Processing, Model Optimization

    Credit offered

    Mastertrack · 6 - 12 Months

  • 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

  • M

    Microsoft

    Running AI as an Enterprise Capability

    Intermediate · Course

  • 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, Data Preprocessing, Web Scraping, Correlation Analysis, 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

  • U

    Universidad Austral

    Estadística aplicada a los negocios

    Skills you'll gain: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Analytics, Statistics, Data Literacy, Risk Modeling, Excel Formulas, Sampling (Statistics), Microsoft Excel, Sample Size Determination, Data Analysis, Statistical Methods, Risk Management, Probability, Descriptive Analytics, Statistical Analysis, Probability & Statistics, Data Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    784 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Leading Innovation With Creativity University Certificate: HEC Paris
  • MSc Management: University of Huddersfield
  • Strategic HR Leadership: Microsoft
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Build AngularJS Mobile Apps with Practical Case Studies: EDUCBA
  • Running AI as an Enterprise Capability: Microsoft
  • 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
  • Vertex AI Tabular Data: Qwik Start: Google Cloud

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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