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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 Virginia

    Customer Value in Pricing Strategy

    Skills you'll gain: Revenue Management, Global Marketing, Consumer Behaviour, Marketing Psychology, Customer Insights, Customer Analysis, Case Studies, Market Research, Behavioral Economics, Decision Making, Analysis

    4.8 stars, 378 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    UBITS

    Introducción a la inteligencia emocional

    Skills you'll gain: Emotional Intelligence, Personal Development, Self-Awareness, Persistence, Growth Mindedness, Self-Discipline, Self-Motivation, Adaptability, Resilience, Interpersonal Communications, Overcoming Obstacles, Communication, Communication Strategies, Culture, Habit Formation, Decision Making

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

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

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Introduction to Business Analytics: Communicating with Data

    Skills you'll gain: Data Storytelling, Business Analytics, Responsible AI, Analytics, Data-Driven Decision-Making, Data Literacy, Data Presentation, Exploratory Data Analysis, Data Analysis, Business Communication, Dashboard, Analytical Skills, Decision Intelligence, Storytelling, Dashboard Creation, Analysis, Data Ethics, Data Visualization, Artificial Intelligence, Strategic Communication

    4.6 stars, 664 reviews, Beginner, Course, 1 - 4 Weeks

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

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

    SkillUp

    AI Fluency

    Skills you'll gain: Decision Intelligence, Artificial Intelligence, Model Evaluation, Accountability Frameworks, Generative AI, Business Workflow Analysis, Safety Assurance, Ethical Standards And Conduct, Data Validation, Scenario Testing, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

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

    Microsoft

    Real-Time Intelligence & Semantic Modeling

    Skills you'll gain: Data Analysis Expressions (DAX), Star Schema, Power BI, Real Time Data, Business Intelligence, Dashboard, Dashboard Creation, Business Logic, Data Modeling, Data Architecture, Performance Analysis, Performance Tuning, Query Languages, Data Pipelines, Process Analysis, Data Analysis, Data Capture

    Advanced · Course · 1 - 3 Months

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

    Packt

    Lean Six Sigma White Belt Certification Course

    Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Kaizen Methodology, Operational Excellence, Lean Manufacturing, Operational Efficiency, Lean Methodologies, Process Flow Diagrams, Process Improvement, Process Improvement and Optimization, Quality Improvement, Process Mapping, Pareto Chart, Process Analysis, Continuous Improvement Process, Process Optimization, Process Management, Service Improvement, Quality Management, Data Collection

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • P

    Pearson

    Growing a Business

    Skills you'll gain: Intellectual Property, Growth Strategies, Sales Process, Entrepreneurship, Commercialization, Business Strategy, Marketing, Strategic Partnership, Sales, Sustainable Business, Mergers & Acquisitions, Innovation, Strategic Decision-Making

    Beginner · Course · 1 - 4 Weeks

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

    Microsoft

    Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

    Skills you'll gain: Responsible AI, Model Deployment, Model Training, Convolutional Neural Networks, Classification Algorithms, Data Analysis, Image Analysis, Data Store, Data Integration, Data Lakes, Model Evaluation, Transfer Learning, Cloud Management, Machine Learning Methods, Machine Learning, Data Processing, Data Preprocessing, Data Pipelines, Data Transformation, Data Manipulation

    4.2 stars, 621 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.2 (621) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations

    Skills you'll gain: Supervised Learning, Model Training, Machine Learning, Machine Learning Methods, Statistical Machine Learning, Model Evaluation, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Theoretical Computer Science, Classification Algorithms, Mathematical Modeling, Statistical Methods, Probability & Statistics, Algorithms, Statistical Inference

    4.9 stars, 938 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • K

    KodeKloud

    AWS GenAI: RAG, AI Agents and Responsible AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Amazon Bedrock, Retrieval-Augmented Generation, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Vector Databases, Amazon Web Services, Large Language Modeling, Agentic Workflows, Human Centered Design, Agentic systems, Embeddings, Data Ethics, Data Governance, Natural Language Processing, Benchmarking

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Python, Bash and SQL Essentials for Data Engineering

    Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Command-Line Interface, Python Programming, Big Data, Data Science

    4.5 stars, 485 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (485) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IE Business School

    Integrated Marketing Communications: Advertising, Public Relations, Digital Marketing and more

    Skills you'll gain: Marketing Communications, Integrated Marketing Communications, Advertising Campaigns, Advertising, Marketing, Marketing Budgets, Brand Marketing, Campaign Planning, Communication Planning, Marketing Planning, Marketing and Public Relations, Marketing Design, Brand Strategy, Media and Communications, Brand Management, Brand Loyalty, Branding, Marketing Management, Marketing Psychology, Communication

    4.7 stars, 2.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.5K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…737475…367

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

  • Customer Value in Pricing Strategy: University of Virginia
  • Introducción a la inteligencia emocional: UBITS
  • Introduction to Business Analytics: Communicating with Data: University of Illinois Urbana-Champaign
  • AI Fluency: SkillUp
  • Real-Time Intelligence & Semantic Modeling: Microsoft
  • Lean Six Sigma White Belt Certification Course: Packt
  • Growing a Business: Pearson
  • Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft
  • 機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations: National Taiwan University
  • AWS GenAI: RAG, AI Agents and Responsible AI: KodeKloud

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