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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

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: Design Thinking, Reinforcement Learning, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Project Management, Systems Thinking, Feasibility Studies, Infrastructure Security, Financial Statements, Logistic Regression, Product Development, Asset Management, Environmental Management Systems, Data Ethics, Climate Change Mitigation, Project Risk Management

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Evaluation, Graphing, Predictive Modeling, Dimensionality Reduction, Data Analysis, Matplotlib, Data Science, Descriptive Analytics, Machine Learning Methods, Data-Driven Decision-Making, Data Processing, Pandas (Python Package)

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: New
    New
    G

    Google Cloud

    Infrastruktur AI: Opsi Penyimpanan

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Data Infrastructure, Cloud Storage, Model Training, Data Storage, Data Storage Technologies, Data Preprocessing, AI Workflows, Model Deployment, Data Store, Data Persistence, Decision Intelligence, Performance Tuning, Capacity Management, File Systems

    Intermediate · Course · 1 - 3 Months

  • H

    HEC Paris

    Leading Innovation With Creativity University Certificate

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

    University Certificate · 6 - 12 Months

  • U

    University of Colorado Boulder

    Engineering Management Graduate Certificate

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Goal Setting, User Story, Engineering Management, Capital Budgeting, Cost Estimation, Stakeholder Analysis, Project Scoping, Team Leadership, Mental Concentration, Environmental Social And Corporate Governance (ESG), Portfolio Risk, Agile Project Management, Risk Mitigation, Risk Management, Self-Awareness, Growth Mindedness, Leadership Development, Personal Development

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    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

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 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

  • Status: Free Trial
    Free Trial
    C

    Coursera

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

    Skills you'll gain: Apache Kafka, Data Warehousing, Extract, Transform, Load, Microsoft SQL Servers, Snowflake Schema, Star Schema, Performance Tuning, Data Pipelines, Cloud Computing Architecture, Business Intelligence, Real Time Data, Apache Hadoop, Data Modeling, Data Quality, Responsible AI, Apache Spark, SQL, Generative AI, Data Governance, Quality Management

    4.3
    Rating, 4.3 out of 5 stars
    ·
    104 reviews

    Intermediate · Specialization · 3 - 6 Months

1…360361362363

In summary, here are 9 of our most popular decision tree courses

  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Infrastruktur AI: Opsi Penyimpanan: Google Cloud
  • Leading Innovation With Creativity University Certificate: HEC Paris
  • Engineering Management Graduate Certificate: University of Colorado Boulder
  • 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
  • Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI: Coursera

Skills you can learn in Software Development

Programming Language (34)
Google (25)
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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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