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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

    Diabetes Prediction With Pyspark MLLIB

    Skills you'll gain: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Classification And Regression Tree (CART), Data Science, Machine Learning, Google Cloud Platform, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Front-End Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Web Design, GitHub, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Web Design and Development, Usability, User Interface and User Experience (UI/UX) Design, User Experience, Javascript, Web Content Accessibility Guidelines, Browser Compatibility, User Story, Front-End Web Development, Web Development, Mobile Development, Semantic Web, Git (Version Control System)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    I

    IESE Business School

    Mastering the Art of Scaling and Convincing Investors

    Skills you'll gain: Entrepreneurship, Business Valuation, Market Analysis, Competitive Analysis, Presentations, Fundraising, Market Research, Strategic Decision-Making, Strategic Thinking, New Business Development, Return On Investment, Due Diligence, Value Propositions, Mergers & Acquisitions, Negotiation, Investments, Financial Analysis, Innovation

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Structural Racism: Causes of Health Inequities in the U.S.

    Skills you'll gain: Health Disparities, Health Equity, Social Justice, Social Determinants Of Health, Policy Analysis, Public Health, Socioeconomics, Cultural Responsiveness, Advocacy, Sociology

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    F

    Fred Hutchinson Cancer Center

    Developing AI Policy

    Skills you'll gain: Policy Development, Data Ethics, Responsible AI, Stakeholder Engagement, Intellectual Property, Compliance Management, Regulation and Legal Compliance, Legal Strategy, Artificial Intelligence, Governance, Generative AI, Education and Training, Data Science

    4.2
    Rating, 4.2 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Maryland, College Park

    AI Empowerment for Small Businesses

    Skills you'll gain: Generative AI, AI Enablement, AI Security, Small Business Accounting, Business Planning, Artificial Intelligence, Case Studies, Predictive Analytics, Forecasting, Business Strategy, Business Ethics, Data Governance, Content Creation, Customer Service

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    O

    O.P. Jindal Global University

    Microeconomics: Foundations and Insights

    Skills you'll gain: Economics, Game Theory, Economic Development, Market Dynamics, Socioeconomics, Behavioral Economics, Business Economics, Policy Analysis, Public Policies, Decision Making, Market Analysis, Consumer Behaviour, Supply And Demand, Analysis, Cost Benefit Analysis, Strategic Decision-Making, Competitive Analysis, Production Planning, Critical Thinking, Resource Allocation

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Essential Tools For Application Development

    Skills you'll gain: Apache Maven, Build Tools, Software Development Tools, Version Control, Continuous Integration, Software Configuration Management, Apache, Dependency Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    PwC India

    GST - Claiming refunds and other concepts

    Skills you'll gain: Tax Compliance, Registration, Export Control, Tax, Claims Processing, Compliance Reporting, Tax Laws, Invoicing, Regulation and Legal Compliance, Timelines, Problem Solving

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Northeastern University

    Engaging in Strategic Management in Healthcare Organizations

    Skills you'll gain: Strategic Decision-Making, Strategic Leadership, Organizational Strategy, Corporate Strategy, Business Strategy, Organizational Structure, Performance Management, Health Care Administration, Business Management, Strategic Partnership, Leadership, Mergers & Acquisitions, Analysis, Competitive Analysis, New Business Development, Market Analysis, Operational Efficiency

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Mastering Team Dynamics

    Skills you'll gain: Team Management, Supervision, Conflict Management, Cooperation, Leadership, People Management, Influencing, Persuasive Communication, Decision Making, Communication, Culture

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Negotiation Skills

    Skills you'll gain: Verbal Communication Skills, Dealing With Ambiguity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Diabetes Prediction With Pyspark MLLIB: Coursera
  • Front-End Web Development for Beginners: University of Washington
  • Mastering the Art of Scaling and Convincing Investors: IESE Business School
  • Structural Racism: Causes of Health Inequities in the U.S.: University of Michigan
  • Developing AI Policy: Fred Hutchinson Cancer Center
  • AI Empowerment for Small Businesses: University of Maryland, College Park
  • Microeconomics: Foundations and Insights: O.P. Jindal Global University
  • Essential Tools For Application Development: LearnQuest
  • GST - Claiming refunds and other concepts: PwC India
  • Engaging in Strategic Management in Healthcare Organizations: Northeastern University

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Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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