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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

    University of Illinois Urbana-Champaign

    Corporate Strategy

    Skills you'll gain: Corporate Strategy, Stakeholder Management, Strategic Decision-Making, Mergers & Acquisitions, Stakeholder Analysis, Corporate Sustainability, Business Strategy, Business Management, Strategic Thinking, Governance, Strategic Partnership, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Value Propositions, Competitive Analysis, Growth Strategies, Portfolio Management

    4.7 stars, 1.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (1.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Michigan

    Inferential Statistical Analysis with Python

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Statistical Inference, Statistics, Bayesian Statistics, Probability & Statistics, Data-Driven Decision-Making, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Analysis, Statistical Programming, Python Programming

    4.6 stars, 937 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (937) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Democracia y decisiones públicas. Introducción al análisis de políticas públicas

    Skills you'll gain: Policy Analysis, Research, and Development, Public Policies, Political Sciences, Policy Analysis, Policy Development, Program Evaluation, Economics, Policy, and Social Studies, Public Administration, Public Affairs, Lobbying, Advocacy, Decision Intelligence, Governance, Electronic Media

    4.8 stars, 1.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1.4K) · Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    AZ-400 Certification Preparation

    Skills you'll gain: Azure DevOps Pipelines, Azure DevOps, GitHub, Git (Version Control System), Infrastructure as Code (IaC), DevSecOps, CI/CD, Version Control, Agile Software Development, Terraform, Microsoft Azure, Scrum (Software Development), DevOps, Devops Tools, Kubernetes, YAML, Application Performance Management, Authorization (Computing), Load Balancing, Identity and Access Management

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Responsible AI Strategy Foundations

    Skills you'll gain: Generative AI, Prompt Engineering, Data Ethics, AI Security, Decision Intelligence, Intellectual Property, Large Language Modeling, Risk Analysis, Legal Risk, Compliance Management, Governance

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Conflict Resolution Skills

    Skills you'll gain: Mediation, Conflict Management, Negotiation, Communication Strategies, Verbal Communication Skills, Verbal Strategic Communication, Interpersonal Communications, Strategic Communication, Cooperation, De-escalation Techniques, Leadership, Discussion Facilitation, Problem Solving

    4.5 stars, 1.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (1.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship

    Skills you'll gain: Ideation, Innovation, Entrepreneurship, Risk Management, Risk Analysis, New Product Development, Business Strategies, Value Propositions, Brainstorming, Competitive Analysis, Business Modeling, Product Development, Customer Analysis, Customer Insights, Needs Assessment, Market Dynamics

    4.7 stars, 1.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.5K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Business Intelligence (BI) Essentials

    Skills you'll gain: Business Intelligence, Data-Driven Decision-Making, Data Mining, Business Intelligence Software, Business Analytics, Data Analysis, Statistical Visualization, Data Management, Data Store, Data Collection, Data Visualization, Analytics, Data Warehousing, Data Wrangling, Extract, Transform, Load, Data Presentation, Statistical Analysis

    4.7 stars, 436 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (436) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • H

    Harvard Business School Online

    Creating Customer Value

    Skills you'll gain: Value Propositions, Customer experience strategy (CX), Business Strategy, Strategic Thinking, Customer Retention, Customer Analysis, Strategic Marketing, Corporate Strategy, Customer Insights, Cost Benefit Analysis, Revenue Management, Return On Investment, Consumer Behaviour, Branding, Customer experience improvement, Supplier Relationship Management, Financial Analysis, Business Analysis, Market Dynamics, Competitive Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Virginia

    Ethical Leadership Through Giving Voice to Values

    Skills you'll gain: Courage, Leadership Development, Professional Development, Business Ethics, Organizational Leadership, Initiative and Leadership, Personal Integrity, Employee Coaching, Business Leadership, Overcoming Objections, Leadership, Ethical Standards And Conduct, Empowerment, Self-Awareness, Conflict Management, Personal Development, Decision Making, Advocacy, Oral Expression, Program Implementation

    4.7 stars, 616 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (616) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • K

    KodeKloud

    Vision AI and Advanced OpenAI

    Skills you'll gain: OpenAI API, OpenAI, Generative Model Architectures, Responsible AI, Generative AI, Prompt Engineering, Embeddings, Multimodal Prompts, Image Analysis, Large Language Modeling, AI powered creativity, Token Optimization, AI literacy, AI Security, LLM Application, AI Workflows, Data Ethics, Content Optimization, Critical Thinking and Problem Solving, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Madecraft

    15 Mistakes to Avoid in Data Science

    Skills you'll gain: Statistical Reporting, Technical Communication, Data Ethics, Data Collection, Data Science, Data Quality, Sampling (Statistics), Data Cleansing, Data Visualization, Exploratory Data Analysis, Business Analysis, Data-Driven Decision-Making, Code Reusability, Data Validation, Stakeholder Communications, Data Analysis, Analytical Skills, Stakeholder Engagement, Model Evaluation, Critical Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…757677…367

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

  • Corporate Strategy: University of Illinois Urbana-Champaign
  • Inferential Statistical Analysis with Python: University of Michigan
  • Democracia y decisiones públicas. Introducción al análisis de políticas públicas: Universitat Autònoma de Barcelona
  • AZ-400 Certification Preparation: LearnKartS
  • Responsible AI Strategy Foundations: Coursera
  • Conflict Resolution Skills: University of California, Irvine
  • Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship: University of Maryland, College Park
  • Business Intelligence (BI) Essentials: IBM
  • Creating Customer Value: Harvard Business School Online
  • Ethical Leadership Through Giving Voice to Values: University of Virginia

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Object-oriented Programming (13)
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