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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


  • 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

    Category: New
    New
  • U

    University of Illinois at Urbana-Champaign

    Graduate Certificate in Accounting Data Analytics

    Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • N

    Northeastern University

    Engineering Management Graduate Certificate

    Skills you'll gain: Project Closure, Engineering Management, Project Schedules, Engineering Software, Project Risk Management, Innovation, Project Controls, Risk Management, Project Management, Project Design, Work Breakdown Structure, Project Management Life Cycle, Risk Analysis, Scheduling, Project Implementation, Systems Engineering, Risk Management Framework, Project Management Software, Cost Management, Earned Value Management

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • U

    University of Illinois at Urbana-Champaign

    Master of Science in Management | iMSM

    Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • A

    Amazon Web Services

    Planning, Supplier Management, and Network Design

    Beginner · Course

  • A

    Amazon Web Services

    Optimization, Quality, and Operational Excellence

    Beginner · Course

  • 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 stars, 18 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (18) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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 stars, 20 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (20) · 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, 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 stars, 104 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (104) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular decision tree courses

  • Infrastruktur AI: Opsi Penyimpanan: Google Cloud
  • Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign
  • Engineering Management Graduate Certificate: Northeastern University
  • Master of Science in Management | iMSM: University of Illinois at Urbana-Champaign
  • Planning, Supplier Management, and Network Design: Amazon Web Services
  • Optimization, Quality, and Operational Excellence: Amazon Web Services
  • 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)
Computer Program (21)
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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