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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


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    U

    University of Illinois Urbana-Champaign

    M&A Finance: Valuation and Deal Design

    Skills you'll gain: Corporate Strategy, Financial Management, Cost Benefit Analysis, Performance Analysis, Risk Management, Tax Management, Capital Markets, Risk Analysis, Bidding

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Madecraft

    Career Building and Transitions

    Skills you'll gain: Smart Goals, Goal Setting, LinkedIn, Overcoming Obstacles, Decision Making, Self-Awareness, Professional Networking, Accountability, Growth Mindedness, Personal Development, Visionary, Interviewing Skills, Accountability Frameworks, Web Presence, Proofreading, Professional Development, Job Analysis, Storytelling, Editing, Professionalism

    Beginner · Specialization · 3 - 6 Months

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    P

    Pearson

    Major Purchases and Borrowing

    Skills you'll gain: Consumer Lending, Loans, Mortgage Loans, General Lending, Financial Analysis, Credit Risk, Budget Management, Finance, Lease Contracts, Budgeting, Cost Benefit Analysis, Decision Making, Higher Education, Cost Estimation, Property and Real Estate, Purchasing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Power Platform Architecture & Technical Design, Spreadsheet Software, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.4
    Rating, 4.4 out of 5 stars
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    855 reviews

    Beginner · Specialization · 3 - 6 Months

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    Pearson

    Business Ethics and Social Responsibility

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Stakeholder Analysis, Decision Making, Stakeholder Management, Philanthropy, Social Impact

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Microeconomics Principles

    Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Behavioral Economics, Economics, Policy, and Social Studies, Social Sciences, Resource Allocation, Market Analysis, Socioeconomics, Consumer Behaviour, Decision Making, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Data Analysis and Business Applications

    Skills you'll gain: Responsible AI, Microsoft Excel, Prompt Engineering, Analytics, Data Analysis, Presentations, Analytical Skills, Management Reporting, Spreadsheet Software, Business Analytics, Prompt Patterns, Excel Formulas, Proposal Development, Data Ethics, Business Reporting, Microsoft Copilot, Data Science, Decision Support Systems, Business Operations, Strategic Decision-Making

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    R

    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Intelligence, Demand Planning, Strategic Sourcing, Competitive Analysis, Customer Demand Planning, Data Storytelling, Procurement, Supplier Relationship Management, Supplier Risk Management, Inventory Management, Supplier Management, Supply Chain, Purchasing, Regression Analysis, Supplier Performance Management, Inventory Control, Supply Chain Management, Business Intelligence, Supply Chain Planning, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Pearson

    Consumer Behavior and B2B Marketing

    Skills you'll gain: Business Marketing, Consumer Behaviour, Business-To-Consumer, B2B Sales, Purchasing, Target Market, Marketing Psychology, Marketing, Customer Analysis, Enterprise Sales, Market Dynamics, Strategic Marketing, Culture, Target Audience, New Product Development, Social Sciences, Marketing Strategies, Decision Making, Organizational Structure, Procurement

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Microeconomics Principles

    Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Business Economics, Behavioral Economics, Policy Analysis, Business, Economics, Policy, and Social Studies, Business Operations, Revenue Management, Consumer Behaviour, Social Studies, Operations, Political Sciences, Social Sciences, Business Strategy, Public Policies, Competitive Analysis, Market Analysis, Socioeconomics

    4.8
    Rating, 4.8 out of 5 stars
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    3.4K reviews

    Beginner · Specialization · 1 - 3 Months

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    S

    Sage Publications

    Marketing Strategy & Management

    Skills you'll gain: Strategic Marketing, Marketing Planning, Product Strategy, Campaign Planning, Marketing Management, Customer Relationship Management, Target Market, Marketing Strategies, Marketing, Consumer Behaviour, Business Strategy, Customer Relationship Building, Go To Market Strategy, Marketing Strategy and Techniques, Strategic Leadership, Environmental Social And Corporate Governance (ESG), Promotional Strategies, Strategic Decision-Making, Market Intelligence, Competitive Intelligence

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    Applied Data Science Capstone

    Skills you'll gain: Data Wrangling, Data Compilation, Data Collection, Web Scraping, GitHub

    4.7
    Rating, 4.7 out of 5 stars
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    7.4K reviews

    Intermediate · Course · 1 - 3 Months

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

  • M&A Finance: Valuation and Deal Design: University of Illinois Urbana-Champaign
  • Career Building and Transitions: Madecraft
  • Major Purchases and Borrowing: Pearson
  • Microsoft Power BI and Power Platform for Productivity: Microsoft
  • Business Ethics and Social Responsibility: Pearson
  • Microeconomics Principles: University of Illinois Urbana-Champaign
  • Data Analysis and Business Applications: Microsoft
  • Supply Chain Analytics: Rutgers the State University of New Jersey
  • Consumer Behavior and B2B Marketing: Pearson
  • Microeconomics Principles: University of Illinois Urbana-Champaign

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

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