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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

    Data Cleaning in Excel: Techniques to Clean Messy Data

    Skills you'll gain: Data Analysis, Statistical Reporting, Data Cleansing, Data Wrangling, Microsoft Excel, Data Analysis Software, Data Manipulation, Data Preprocessing, Data Quality, Excel Formulas

    4.4 stars, 62 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (62) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

    4.5 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (11) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Advanced Project Operations & Automation

    Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning

    4.4 stars, 37 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.4 (37) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Copenhagen

    Urbanisation and Health - Promoting Sustainable Solutions

    Skills you'll gain: Sustainable Development, Public Health, Health Disparities, Community Health, Health Equity, Public Works, Health Policy, Health Promotion, Social Determinants Of Health, Community Development, Sustainable Design, Gerontology, Landscape Architecture, Sanitation, Climate Change Adaptation, Demography, Environmental Issue, Pollution Prevention

    4.8 stars, 173 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (173) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Deep Teaching Solutions

    Critical Thinking & Logic: Real-World Skills

    Skills you'll gain: Deductive Reasoning, Logical Reasoning, Critical Thinking and Problem Solving, Critical Thinking, Creative Problem-Solving, Problem Solving, Analytical Skills, Creative Thinking, Innovation, Decision Making, Analysis, Persuasive Communication, Verbal Communication Skills, Psychology

    4.8 stars, 43 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (43) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Rochester

    The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior

    Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Consumer Behaviour, Economics, Policy, and Social Studies, Resource Allocation, Market Analysis, Policy Analysis, Public Policies, Decision Making, Investment Management

    4.6 stars, 276 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (276) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of London

    International Business Environment

    Skills you'll gain: Business Strategy, Competitive Analysis, Business Strategies, Market Analysis, Strategic Thinking, Business Analysis, Product Strategy, Analysis, Product Lifecycle Management, Market Share, Business Management, Corporate Strategy, Strategic Decision-Making, Organizational Strategy, Growth Strategies, Case Studies, Cultural Diversity, Culture

    4.8 stars, 399 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (399) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering Total Quality Management: Analyze, Apply & Improve

    Skills you'll gain: Quality Management, Culture Transformation, Quality Improvement, Quality Management Systems, Continuous Improvement Process, Quality Assessment, Organizational Development, Operational Excellence, Quality Assurance, Process Improvement, Cost Management, Quality Control, Organizational Change, Customer experience improvement, Team Oriented, Organizational Effectiveness, Decision Making, Culture

    4.4 stars, 26 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (26) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Digital Transformation for Managers

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Data Strategy, Business Transformation, Data-Driven Decision-Making, Analytics, Data Literacy, Business Analytics, Internet Of Things, Cloud Computing, Scalability, Automation, Business Modeling, Technology Strategies, Strategic Decision-Making, Data Analysis, Innovation, Organizational Leadership, Business Metrics, AI Workflows

    4.7 stars, 27 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (27) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IIMA - IIM Ahmedabad

    Transforming Life and Organizations in the Digital Age

    Skills you'll gain: Digital Transformation, Innovation, AI Enablement, Business Transformation, Organizational Strategy, Artificial Intelligence, Organizational Development, digital literacy, Technology Strategies, AI literacy, Computational Thinking, Decision Making, Empathy & Emotional Intelligence

    4.9 stars, 42 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (42) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidade Estadual de Campinas

    Pensamento Crítico, Lógica e Argumentação

    Skills you'll gain: Logical Reasoning, Deductive Reasoning, Motion Arguments, Decision Intelligence, Persuasive Communication, Legal Hearings, Media and Communications, Appeals, Probability & Statistics, Correlation Analysis

    4.7 stars, 165 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Free
    Free
  • I

    Institute for the Future

    Urgent Optimism: How to Turn Foresight into Action

    Skills you'll gain: Visionary, Proactivity, Strategic Planning, Action Oriented, Community Organizing, Planning, Strategic Thinking, Optimism, Social Impact, Creative Thinking, Innovation, Culture, Persuasive Communication, Creativity, Goal Setting, Leadership, Storytelling

    4.8 stars, 292 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (292) · Beginner · Course · 1 - 3 Months

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

  • Data Cleaning in Excel: Techniques to Clean Messy Data: Coursera
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • Advanced Project Operations & Automation: Coursera
  • Urbanisation and Health - Promoting Sustainable Solutions: University of Copenhagen
  • Critical Thinking & Logic: Real-World Skills: Deep Teaching Solutions
  • The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior: University of Rochester
  • International Business Environment: University of London
  • Mastering Total Quality Management: Analyze, Apply & Improve: EDUCBA
  • Digital Transformation for Managers: Dartmouth College
  • Transforming Life and Organizations in the Digital Age: IIMA - IIM Ahmedabad

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