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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


  • C

    Coursera

    Manage Your Versions with Git (Part I)

    Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Software Development Tools, Software Configuration Management, Project Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    109 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Liderazgo

    Skills you'll gain: Business Ethics, Business Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Project Management Life Cycle, Decision Making, Leadership, Recognizing Others, Team Motivation, Communication Strategies, Strategic Decision-Making, Project Management, Self-Awareness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IESE Business School

    Crisis Communications

    Skills you'll gain: Corporate Communications, Crisis Management, Strategic Communication, Media Relations, Stakeholder Communications, Public Relations, Business Communication, Press Releases, Business Ethics, Communication, Interviewing Skills, Conflict Management, Public Speaking, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Industrial Internet of Things (IIoT)

    Skills you'll gain: Internet Of Things, Manufacturing and Production, Digital Transformation, Business Technologies, Cloud Computing, Automation, Operational Efficiency, Emerging Technologies, Technology Strategies, Real Time Data, Data-Driven Decision-Making, Case Studies, Scalability

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    207 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Health Systems Development: Introduction to Health Systems

    Skills you'll gain: Health Systems, Health Equity, Health Care, Health Assessment, Health Policy, Health Disparities, Health Care Administration, Governance, Public Health, Sustainable Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    211 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    SAS

    Statistical Thinking for Industrial Problem Solving, presented by JMP

    Skills you'll gain: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    99 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    The Science of Generosity: Do Good...Feel Good

    Skills you'll gain: Compassion, Philanthropy, Positivity, Empathy, Social Impact, Cultural Diversity, Cultural Sensitivity, Self-Awareness, Culture, Decision Making, Goal Setting, Planning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Building Custom Regional Reports with Google Analytics

    Skills you'll gain: Google Analytics, Ad Hoc Reporting, Marketing Analytics, Email Automation, Data-Driven Decision-Making, Web Analytics, Dashboard, Geospatial Information and Technology, Marketing, Data Analysis, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    274 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Futures Thinking

    Skills you'll gain: Visionary, Strategic Thinking, Proactivity, Creative Thinking, Cognitive flexibility, Optimism, Brainstorming, Open Mindset, Planning, Critical Thinking, Problem Solving, Dealing With Ambiguity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    40 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    ESSEC Business School

    Case studies in business analytics with ACCENTURE

    Skills you'll gain: Business Analytics, Digital Transformation, Case Studies, Analytics, Business Intelligence, Business Analysis, Predictive Analytics, Advanced Analytics, Data Analysis, Business Transformation, Health Informatics, Data-Driven Decision-Making, Value Propositions, Big Data, Healthcare Project Management

    3.7
    Rating, 3.7 out of 5 stars
    ·
    210 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Manage Your Versions with Git (Part I): Coursera
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • Data Science with R: Duke University
  • Liderazgo: University of Illinois Urbana-Champaign
  • Crisis Communications : IESE Business School
  • Industrial Internet of Things (IIoT): University of Michigan
  • Health Systems Development: Introduction to Health Systems: Imperial College London
  • Statistical Thinking for Industrial Problem Solving, presented by JMP: SAS
  • The Science of Generosity: Do Good...Feel Good: University of Pennsylvania
  • Building Custom Regional Reports with Google Analytics: Coursera

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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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