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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


  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Foundations of Business Strategy and Research

    Skills you'll gain: Qualitative Research, Market Research, Strategic Decision-Making, Key Performance Indicators (KPIs), Quantitative Research, Innovation, Target Audience, Data-Driven Decision-Making, Sustainable Business, Benchmarking, Business Acumen, Value Propositions, Descriptive Statistics, Performance Measurement, Ideation, Team Performance Management, Competitive Analysis, Risk Management, Business Strategy, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    189 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • Status: Free Trial
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    Automatic Data Processing, Inc. (ADP)

    A Manager's Guide to Modern Hiring by AIRSĀ®

    Skills you'll gain: Diversity Training, Workplace inclusivity, Talent Recruitment, Diversity Programs, New Hire Orientations, Process Improvement, Relationship Building, Human Resources, Brand Awareness, Talent Management, Consultative Approaches, Customer experience strategy (CX), Collaboration, Personalized Service, Teamwork, Leadership and Management, Time Management, Decision Making, Communication, Critical Thinking

    4.3
    Rating, 4.3 out of 5 stars
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    46 reviews

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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    M

    McMaster University

    SzemlƩletvƔltƔs

    Skills you'll gain: Lifelong Learning, Adaptability, Willingness To Learn, Mentorship, Learning Strategies, Growth Mindedness, Open Mindset, Productivity, Cognitive flexibility, Stress Management, Time Management, Personal Development, Professional Development, Resourcefulness, Learning Styles, Creativity, Decision Making, Emotional Intelligence, Goal Setting

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    65 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Health Systems Development: Introduction to Health Systems

    Skills you'll gain: Health Systems, Health Equity, Health Care, Health Assessment, Health Policy, Health Disparities, Health Care Administration, Governance, Public Health, Sustainable Development

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    202 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Effective Hiring: Interview Training for Managers

    Skills you'll gain: Interviewing Skills, Job Analysis, Data-Driven Decision-Making, Recruitment, Diversity and Inclusion, Talent Acquisition, Performance Measurement, Decision Making, Communication

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Technical University of Munich (TUM)

    Strategic Supply Chain Management in Turbulent Times

    Skills you'll gain: Supply Chain Management, Supply Chain, Inventory Management System, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Supplier Management, Logistics, Business Metrics, Cost Reduction, Performance Measurement, Business Technologies, Forecasting, Demand Planning, Risk Mitigation

    5
    Rating, 5 out of 5 stars
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    21 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    Campus BBVA

    Business Analytics

    Skills you'll gain: Data Storytelling, Dashboard, Business Analytics, Data Quality, Business Intelligence, Data Analysis, Descriptive Statistics, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Big Data, Exploratory Data Analysis, Project Management Life Cycle, Job Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    E

    EDUCBA

    Python: Logistic Regression & Supervised ML

    Skills you'll gain: Feature Engineering, Supervised Learning, Exploratory Data Analysis, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Pandas (Python Package), NumPy, Data Cleansing, Data Manipulation

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Manipulation at Scale: Systems and Algorithms

    Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    771 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
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    The University of Melbourne

    Essentials of Corporate Finance Capstone

    Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Modeling, Financial Management, Financial Data, Investment Management, Strategic Decision-Making, Corporate Finance, Market Data, Risk Analysis, Business Valuation, Market Trend, Capital Markets

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    135 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Ų§Ł„Ł‚ŁŠŲ§ŲÆŲ©

    Skills you'll gain: Team Motivation, Business Ethics, Emotional Intelligence, Leadership and Management, Business Leadership, Decision Making, Waterfall Methodology, Leadership, Self-Motivation, Organizational Leadership, Leadership Development, Initiative and Leadership, Communication, Management Training And Development, Project Design, Strategic Decision-Making, Project Management

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    25 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Advanced Analytics with Power BI

    Skills you'll gain: Business Reporting, Data Import/Export, Data-Driven Decision-Making, AI Personalization

    4
    Rating, 4 out of 5 stars
    Ā·
    10 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

Searches related to decision tree

decision tree classifier for beginners in r
build decision trees, svms, and artificial neural networks
master decision trees in r: build, predict & evaluate
1…929394…209

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

  • Foundations of Business Strategy and Research:Ā Coursera
  • A Manager's Guide to Modern Hiring by AIRSĀ®:Ā Automatic Data Processing, Inc. (ADP)
  • SzemlĆ©letvĆ”ltĆ”s:Ā McMaster University
  • Health Systems Development: Introduction to Health Systems:Ā Imperial College London
  • Effective Hiring: Interview Training for Managers:Ā Coursera
  • Strategic Supply Chain Management in Turbulent Times:Ā Technical University of Munich (TUM)
  • Business Analytics :Ā Campus BBVA
  • Python: Logistic Regression & Supervised ML:Ā EDUCBA
  • Data Manipulation at Scale: Systems and Algorithms:Ā University of Washington
  • Essentials of Corporate Finance Capstone:Ā The University of Melbourne

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