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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


  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    The Nature of Data and Relational Database Design

    Skills you'll gain: Decision Support Systems, Database Design, Relational Databases, Database Management, Database Management Systems, SQL, Descriptive Statistics, Data Literacy, Statistics, Statistical Analysis, Business Intelligence, Microsoft Excel, Extract, Transform, Load, Data-Driven Decision-Making, Business Analytics, Data Manipulation, Data Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    102 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Automated Report Generation with Generative AI

    Skills you'll gain: Report Writing, Digital Transformation, Automation, Generative AI, Business Reporting, Business Process Automation, AI Enablement, Business Transformation, Organizational Skills, Operational Efficiency, Artificial Intelligence, Data Collection, Data Analysis

    4.1
    Rating, 4.1 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    ESSEC Business School

    Capstone: Create Value from Open Data

    Skills you'll gain: Peer Review, Analytical Skills, Complex Problem Solving, Data Analysis, Data Storytelling, Value Propositions, Data Integration, Exploratory Data Analysis, Data-Driven Decision-Making, Data Visualization, Presentations

    4.2
    Rating, 4.2 out of 5 stars
    ·
    55 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Building Autonomous AI Agents with LangGraph

    Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, AI Workflows, OpenAI API, LLM Application, Artificial Intelligence, User Interface (UI), Prompt Engineering, Natural Language Processing, Python Programming, Context Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    50 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Purpose-Driven Leadership for Strategy and Innovation

    Skills you'll gain: Strategic Thinking, Strategic Leadership, Visionary, Organizational Strategy, Organizational Leadership, Strategic Decision-Making, Business Leadership, Innovation, Business Transformation, Complex Problem Solving, Organizational Change, Team Motivation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    53 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    CRM, Dados e o Futuro Centrado no Cliente

    Skills you'll gain: Customer Relationship Management, Customer Data Management, Data-Driven Decision-Making, Sales Management, Big Data, Customer Insights, Customer Acquisition Management, Customer experience strategy (CX), Customer Retention, Target Market, Business Metrics, Analytics, Consumer Behaviour, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    52 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Introduction to Machine Learning: Art of the Possible

    Skills you'll gain: Strategic Leadership, Strategic Decision-Making, Business Transformation, Business Strategy, Data-Driven Decision-Making, AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Technology Roadmaps

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    How to Conduct a Social Impact Assessment with SROI

    Skills you'll gain: Social Impact, Return On Investment, Sustainability Reporting, Needs Assessment, Program Evaluation, Performance Reporting, Project Scoping, Project Performance, Strategic Communication, Stakeholder Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Manage Resources in Azure

    Skills you'll gain: Cloud Deployment, Microsoft Azure, Cloud Management, Cloud Computing, Windows PowerShell, Infrastructure As A Service (IaaS), Software As A Service, Virtual Machines, Platform As A Service (PaaS), Resource Management, Command-Line Interface, Scripting, Verification And Validation

    5
    Rating, 5 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Y

    Yunus Social Business Fund Bengaluru

    Risk, Return and Valuation

    Skills you'll gain: Business Valuation, Return On Investment, Finance, Financial Analysis, Portfolio Risk, Business Risk Management, Cost Benefit Analysis, Capital Budgeting, Risk Analysis, Risk Management, Environmental Social And Corporate Governance (ESG), Social Impact, Portfolio Management, Corporate Finance, Cash Flows, Decision Making

    4.5
    Rating, 4.5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Managing Conflicts with Cultural and Emotional Intelligence

    Skills you'll gain: Influencing, Leadership, Team Building, Communication, Decision Making

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    UBITS

    Accountability y gestión del desempeño

    Skills you'll gain: Accountability, Employee Performance Management, Goal Setting, Performance Management, Professional Development, Constructive Feedback, Leadership, Productivity, Personal Development, Employee Engagement, Proactivity, Communication, Assertiveness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 3 Months

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

  • The Nature of Data and Relational Database Design: University of California, Irvine
  • Automated Report Generation with Generative AI: Coursera
  • Capstone: Create Value from Open Data: ESSEC Business School
  • Building Autonomous AI Agents with LangGraph: Packt
  • Purpose-Driven Leadership for Strategy and Innovation: Duke University
  • CRM, Dados e o Futuro Centrado no Cliente: Fundação Instituto de Administração
  • Introduction to Machine Learning: Art of the Possible: Amazon Web Services
  • How to Conduct a Social Impact Assessment with SROI: Coursera
  • Manage Resources in Azure: Microsoft
  • Risk, Return and Valuation: Yunus Social Business Fund Bengaluru

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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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