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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


  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Digital Marketing Capstone

    Skills you'll gain: Keyword Research, Email Marketing, Digital Marketing, Campaign Management, Marketing Analytics, Online Advertising, Performance Analysis, Consumer Behaviour, Marketing Strategies, Key Performance Indicators (KPIs), Web Analytics and SEO, Search Engine Optimization, Web Content, Customer Analysis, Data Collection, Advertising Campaigns

    4.5
    Rating, 4.5 out of 5 stars
    ·
    603 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Healthcare Management

    Skills you'll gain: Health Care Administration, Community Health, Public Health, Human Resources Management and Planning, Health Systems, Electronic Medical Record, Financial Management, Marketing Communications, Quality Improvement, Health Care, Performance Improvement, Organizational Leadership, Continuous Quality Improvement (CQI), Communication Planning, Healthcare Industry Knowledge, Teamwork, Organizational Structure, Fundraising

    4.8
    Rating, 4.8 out of 5 stars
    ·
    100 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Firm Level Economics: Markets and Allocations

    Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Game Theory, Market Analysis, Business Economics, Market Share, Consumer Behaviour, Operational Efficiency, Financial Regulations, Resource Allocation, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery for Data Analysts

    Skills you'll gain: Looker (Software), SQL, Big Data, Data Warehousing, Data Visualization Software, Data Analysis, Extract, Transform, Load, Google Sheets, Jupyter, Data Transformation, Data Cleansing, Data Pipelines, Data Processing, Google Cloud Platform, Data Integrity, Workflow Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Claude Code: Software Engineering with Generative AI Agents

    Skills you'll gain: Claude Code, Prompt Engineering, Multimodal Prompts, Version Control, AI Workflows, Generative AI Agents, Git (Version Control System), AI Orchestration, Quality Assurance, Generative AI, Software Quality Assurance, Software Development, Software Documentation, Artificial Intelligence, Software Development Life Cycle, Software Architecture, Automation, Software Testing, Software Design, Software Development Methodologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    83 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    مهارات العمل الجماعي: التواصل الفعّال في مجموعات

    Skills you'll gain: Teamwork, Conflict Management, Negotiation, Innovation, Team Building, Collaboration, Creativity, Interpersonal Communications, Diversity Awareness, Communication, Virtual Teams, Media and Communications, Cultural Diversity, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    385 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Classification Algorithms, Data Preprocessing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SAS

    Data Literacy: Exploring and Visualizing Data

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, SAS (Software), Data-Driven Decision-Making, Data Presentation, Interactive Data Visualization, Data Storytelling, Trend Analysis, Data Visualization Software, Data Manipulation, Data Preprocessing, Analysis, Analytics, Dashboard, Business Analytics, Business Reporting, Data Analysis, Technical Communication, Data Cleansing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Deep Teaching Solutions

    Critical Thinking: A Brain-Based Guide for the ChatGPT Era

    Skills you'll gain: Logical Reasoning, Mental Concentration, Behavioral Economics, Innovation, Social Sciences, Artificial Intelligence, Persuasive Communication, Self-Awareness, Verbal Communication Skills, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    176 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Marketing

    Skills you'll gain: Marketing Analytics, A/B Testing, Customer Analysis, Regression Analysis, Advanced Analytics, Marketing Strategies, Analytics, Marketing, Customer Insights, Predictive Modeling, Data Analysis, Statistical Analysis, Predictive Analytics, Data-Driven Decision-Making, Consumer Behaviour, Social Network Analysis, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    191 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Leadership and Influence

    Skills you'll gain: Influencing, Negotiation, Leadership, Conflict Management, Persuasive Communication, Leadership Development, Professional Development, Business Leadership, Communication, Initiative and Leadership, Empowerment, Personal Development, Leadership and Management, Cooperation, Communication Strategies, Team Building, Constructive Feedback, Decision Making, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Infectious Disease Modelling

    Skills you'll gain: Epidemiology, Mathematical Modeling, Statistical Modeling, Simulations, Risk Modeling, Infectious Diseases, Public Health, Model Evaluation, Predictive Modeling, R Programming, Differential Equations, Data Modeling, Statistical Methods, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    ·
    296 reviews

    Intermediate · Specialization · 1 - 3 Months

Searches related to decision tree

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1…838485…234

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

  • Digital Marketing Capstone: University of Illinois Urbana-Champaign
  • Introduction to Healthcare Management: University of Michigan
  • Firm Level Economics: Markets and Allocations: University of Illinois Urbana-Champaign
  • BigQuery for Data Analysts: Google Cloud
  • Claude Code: Software Engineering with Generative AI Agents: Vanderbilt University
  • مهارات العمل الجماعي: التواصل الفعّال في مجموعات: University of Colorado Boulder
  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Data Literacy: Exploring and Visualizing Data: SAS
  • Critical Thinking: A Brain-Based Guide for the ChatGPT Era: Deep Teaching Solutions
  • Applying Data Analytics in Marketing: University of Illinois Urbana-Champaign

Skills you can learn in Software Development

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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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