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  • Decision Tree

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

    Professional Success Skills

    Skills you'll gain: Creative Thinking, Creativity, Data Presentation, Business Ethics, Business Analytics, Ideation, Data Literacy, Creative Problem-Solving, Leadership and Management, Business Analysis, Business Leadership, Brainstorming, Business Strategy, Organizational Leadership, Ethical Standards And Conduct, Decision Making, Emotional Intelligence, Cultural Sensitivity, Cultural Diversity, Brand Management

    4.7 stars, 480 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    ADHD: Everyday Strategies for Elementary Students

    Skills you'll gain: School Psychology, Psychological Evaluations, Classroom Management, Teaching, Behavioral Management, Developmental Disabilities, Instructional Strategies, Student Engagement, Psychiatric Assessments, Parent Communication, Mental and Behavioral Health, Behavior Management, Positive Behavior Support, Functional Behavior Assessment, Mental and Behavioral Health Specialties, Working With Children, Clinical Assessment, Mental Health Diseases and Disorders, Planning, Communication

    4.7 stars, 2.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.4K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Reward Programming: Optimizing RL Efficiency and Safety

    Skills you'll gain: Reinforcement Learning, Computational Logic, Responsible AI, AI Workflows, Machine Learning Methods, Model Optimization, Agentic systems, Machine Learning, Theoretical Computer Science, Model Evaluation, Continuous Monitoring, Functional Specification, Markov Model, Verification And Validation, Safety and Security

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    STARWEAVER

    Generative AI for Retail Inventory Management

    Skills you'll gain: Demand Planning, Inventory Management System, Forecasting, Merchandising, Inventory Control Systems, Enterprise Architecture, Generative AI, Inventory Control, Performance Measurement, Customer Demand Planning, Operational Performance Management, Inventory Management, Inventory and Warehousing, Return On Investment, Key Performance Indicators (KPIs), Time Series Analysis and Forecasting, Business Analysis, ChatGPT, Data-Driven Decision-Making, Order Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • Y

    Yonsei University

    Valuation and Financial Analysis For Startups

    Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Financial Forecasting, Financial Reporting, Cash Flows, Balance Sheet, Financial Data, Excel Formulas, Microsoft Excel, Decision Intelligence, Financial Acumen

    4.4 stars, 516 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (516) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM AI-Native Data Engineering

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Data Pipelines, Data Ethics, Feature Engineering, Data Governance, Extract, Transform, Load, Enterprise Architecture, Solution Architecture, Dataflow, AI Security, Test Data, Model Evaluation, AI Workflows, Data Processing, Data Quality, Operational Databases, Data Store, Software Documentation, Dependency Analysis

    Intermediate · Professional Certificate · 3 - 6 Months

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

    Packt

    The Ultimate Excel Pivot Table Course

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Dashboard, Dashboard Creation, Spreadsheet Software, Interactive Data Visualization, Excel Formulas, Performance Reporting, Data Visualization, Data Presentation, Data Analysis, Microsoft Copilot, Data Wrangling, Data Import/Export, Analytics, Data Cleansing, Data Manipulation, Data Science, Data Management

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • 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

    University of Illinois Urbana-Champaign

    Professional IQ: Preventing and Solving Problems at Work

    Skills you'll gain: Active Listening, Influencing, Negotiation, Leadership, Professional Development, Personal Development, Conflict Management, Decision Making, Persuasive Communication, Rapport Building, Leadership Development, Relationship Building, Business Ethics, Professionalism, Communication, Relationship Management, Ethical Standards And Conduct, Interpersonal Communications, Communication Strategies, Personal Integrity

    4.6 stars, 150 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (150) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Query Your Data: SQL for the AI Era

    Skills you'll gain: Marketing Analytics, Data Validation, SQL, Web Analytics, Marketing, Data Quality, Analytics, Prompt Engineering, Performance Tuning, Verification And Validation, AI literacy, Query Languages, Business Metrics, Code Review, Key Performance Indicators (KPIs), Data Integrity, Data Modeling, Relational Databases, AI Workflows, Reconciliation

    Beginner · Course · 1 - 4 Weeks

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

    Microsoft

    Python Programming Fundamentals

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Debugging, Object Oriented Programming (OOP), Unit Testing, Development Testing, Test Case, Programming Principles, Data Structures, Software Development Tools, Algorithms, Maintainability, Python Programming, Software Development, Package and Software Management, Computer Programming, Development Environment, Code Reusability, Scripting

    4.5 stars, 603 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • T

    Technion - Israel Institute of Technology

    From Idea to Startup

    Skills you'll gain: Business Planning, Value Propositions, Entrepreneurship, Ideation, Business Strategy, New Product Development, Commercialization, Risk Management, Product Development, Innovation, Communication, Persuasive Communication, Sales Presentations, Feasibility Studies, Verification And Validation, Decision Making, Interviewing Skills

    4.8 stars, 783 reviews, Mixed, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
1…626364…367

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

  • Professional Success Skills: University of Illinois Urbana-Champaign
  • ADHD: Everyday Strategies for Elementary Students: University at Buffalo
  • Reward Programming: Optimizing RL Efficiency and Safety: University of Colorado Boulder
  • Generative AI for Retail Inventory Management: STARWEAVER
  • Valuation and Financial Analysis For Startups: Yonsei University
  • IBM AI-Native Data Engineering: IBM
  • The Ultimate Excel Pivot Table Course: Packt
  • Inferential Statistical Analysis with Python: University of Michigan
  • Professional IQ: Preventing and Solving Problems at Work: University of Illinois Urbana-Champaign
  • Query Your Data: SQL for the AI Era: Coursera

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

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