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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

    Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning, Statistical Methods, Unsupervised Learning, Probability & Statistics, Correlation Analysis, Applied Machine Learning, Probability Distribution, Classification Algorithms, Model Optimization, Generative Model Architectures

    4.5 stars, 741 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (741) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Statistical Inference & Predictive Modeling Foundations

    Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)

    2.8 stars, 6 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.8 (6) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pearson

    Principles of Human Resource Management

    Skills you'll gain: Job Analysis, Employee Relations, Compensation and Benefits, Compensation Management, Compensation Strategy, Talent Recruitment, Employee Training, Workforce Planning, Human Resources Management and Planning, Labor Relations, Benefits Administration, Human Resources, Human Resource Strategy, Performance Appraisal, Accident Prevention, Recruitment, Talent Acquisition, Job Evaluation, Employee Engagement, Human Resource Management

    Beginner · Specialization · 1 - 3 Months

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

    University of Illinois Urbana-Champaign

    Ordered Data Structures

    Skills you'll gain: Data Structures, Data Storage, Algorithms, Database Systems, Theoretical Computer Science

    4.8 stars, 924 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Modern Project Leadership: Agile, AI, and Beyond

    Skills you'll gain: Project Risk Management, Workflow Management, Business Workflow Analysis, Team Performance Management, Risk Management, Leadership Studies, Team Leadership, Agile Project Management, Leadership and Management, Collaborative Software, Project Management, Innovation, Agile Software Development, Process Improvement, Strategic Decision-Making, Change Management, Artificial Intelligence, Adaptability, Digital Transformation, Communication

    4.6 stars, 562 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (562) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Planning for Retirement

    Skills you'll gain: Wealth Management, Action Oriented, Investments, Portfolio Management, Financial Planning, Income Tax, Tax Planning, Tax Management, Goal Setting, Planning, Investment Management, Portfolio Risk, Income Statement, Benchmarking, Account Strategy, Financial Management, Prioritization, Cash Management, Estimation

    Beginner · Course · 1 - 3 Months

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

    University of California, Davis

    Research Proposal: Initiating Research

    Skills you'll gain: Proposal Development, Market Research, Sampling (Statistics), Research Methodologies, Surveys, Proposal Writing, Request for Proposal, Research Design, Marketing, Client Services, Research, Sample Size Determination, Quantitative Research, Data Collection, Qualitative Research, Target Audience, Business Writing, Feasibility Studies, Decision Making

    4.6 stars, 950 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Enterprise AI Strategy and Investment

    Skills you'll gain: AI Product Strategy, Generative AI, Responsible AI, Decision Intelligence, Strategic Thinking, Business Strategy, Key Performance Indicators (KPIs), Technology Strategies, Performance Measurement, Business Metrics, Environmental Social And Corporate Governance (ESG), Business Priorities, Digital Transformation, Verbal Strategic Communication, Technical Communication, Competitive Intelligence, Corporate Sustainability, Strategic Prioritization, Competitive Analysis, Benchmarking

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    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

  • P

    Packt

    AI Product Manager Skills for Agile - AI Product Management

    Skills you'll gain: AI Product Strategy, Prompt Engineering, Product Roadmaps, Prompt Engineering Tools, Persona (User Experience), Competitive Analysis, Sprint Planning, Agile Product Development, Backlogs, Persona Development, Market Opportunities, Product Management, Product Strategy, Jira (Software), User Story, Market Analysis, Agile Methodology, Product Planning, AI Enablement, Product Requirements

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • U

    University of Washington

    Business English: Planning & Negotiating

    Skills you'll gain: Negotiation, Events and Conferences, Event Planning, Event Management, Communication Strategies, Business Writing, Business Communication, Verbal Communication Skills, Planning, Oral Expression, Writing, Proposal Development, Oral Comprehension, Decision Making, Language Competency, Customer Complaint Resolution, Vocabulary

    4.8 stars, 624 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (624) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Profile Data Quality

    Skills you'll gain: Data Quality, Data-Driven Marketing, Data Cleansing, Marketing Analytics, Data Validation, Data Integrity, Data Maintenance, Data Wrangling, Exploratory Data Analysis, Quality Assessment, Campaign Management, Technical Communication, Data Processing, Statistical Reporting, Data Analysis, Stakeholder Communications, Benchmarking, Business Priorities, Microsoft Excel, SQL

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…747576…367

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

  • Text Mining and Analytics: University of Illinois Urbana-Champaign
  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Principles of Human Resource Management: Pearson
  • Ordered Data Structures: University of Illinois Urbana-Champaign
  • Modern Project Leadership: Agile, AI, and Beyond: Coursera
  • Planning for Retirement: Madecraft
  • Research Proposal: Initiating Research: University of California, Davis
  • Enterprise AI Strategy and Investment: Coursera
  • Democracia y decisiones públicas. Introducción al análisis de políticas públicas: Universitat Autònoma de Barcelona
  • AI Product Manager Skills for Agile - AI Product Management: Packt

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