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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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    Alfaisal University | KLD

    الإدارة الفعالة للوقت | Effective Time Management

    Skills you'll gain: Time Management, Planning, Productivity, Organizational Skills, Prioritization, Scheduling, Personal Development, Goal Setting, Professional Development, Strong Work Ethic, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    417 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of New Mexico

    Entrepreneurial Strategic Management

    Skills you'll gain: Strategic Decision-Making, Business Strategy, Business Metrics, Organizational Strategy, Entrepreneurship, Competitive Analysis, Performance Measurement, Market Dynamics, Innovation, Business Economics

    4.6
    Rating, 4.6 out of 5 stars
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    326 reviews

    Mixed · Course · 1 - 3 Months

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    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
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    267 reviews

    Beginner · Course · 1 - 4 Weeks

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    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Analysis, Supply Chain, Supply Chain Management, Benchmarking, Transportation, Supply Chain, and Logistics, Customer Analysis, Supply Chain Planning, Customer experience improvement, Analytics, Financial Analysis, Inventory Management System, Data Analysis, Cost Estimation, Data-Driven Decision-Making, Cost Reduction, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    819 reviews

    Beginner · Course · 1 - 4 Weeks

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    IIMA - IIM Ahmedabad

    Supply Chain Digitization: Strategy and Design

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Supply Chain Systems, Transportation Management, Digital Transformation, Transportation Operations, Logistics Management, Logistics, Business Technologies, Inventory and Warehousing, Business Analytics, Data-Driven Decision-Making, Order Fulfillment, Warehouse Management, Warehouse Operations, Operational Efficiency, Process Optimization, Strategic Thinking, Customer experience improvement

    4.8
    Rating, 4.8 out of 5 stars
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    63 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of California San Diego

    Molecular Evolution (Bioinformatics IV)

    Skills you'll gain: Bioinformatics, Molecular Biology, Statistical Analysis, Network Analysis, Graph Theory, Taxonomy, Computational Thinking

    4.5
    Rating, 4.5 out of 5 stars
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    79 reviews

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Generative AI in HR - Impact and Application of Gen AI

    Skills you'll gain: Responsible AI, HR Tech, Employee Engagement, Human Resources, Generative AI, Data Ethics, Talent Recruitment, Talent Acquisition, Human Resource Strategy, Recruitment, Trend Analysis, Employee Training, Employee Retention, Data-Driven Decision-Making, Workforce Development, Workforce Planning

    4.3
    Rating, 4.3 out of 5 stars
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    250 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Analyzing and Visualizing Data in Looker

    Skills you'll gain: Looker (Software), Dashboard, Pivot Tables And Charts, Data Analysis, Data Presentation, Data Sharing, Data Visualization Software, Business Intelligence, Analytics, Content Management, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
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    370 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    ESSEC Business School

    Hôtel “De l'étoile” - a hotel in crisis?

    Skills you'll gain: Revenue Management, Competitive Analysis, Stakeholder Communications, Hospitality Management, Hotel Operations, Financial Analysis, Strategic Planning, Presentations, Case Studies, Business Planning, Brand Management, Market Analysis, Profit and Loss (P&L) Management, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    116 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Machine Learning in Retail

    Skills you'll gain: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Model Evaluation, Pandas (Python Package)

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Leading Sustainable Community Transformation

    Skills you'll gain: Systems Thinking, Cross-Functional Collaboration, Stakeholder Analysis, Team Building, Business Leadership, Project Planning, Social Impact, Sustainable Development, Strategic Thinking, Data Visualization, Corporate Sustainability, Organizational Strategy, Communication Strategies, Relationship Building, User Research, Project Management, Root Cause Analysis, Critical Thinking, Decision Making

    4.4
    Rating, 4.4 out of 5 stars
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    251 reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Neuroscience of Leadership: Leading with Your Brain

    Skills you'll gain: Organizational Leadership, Team Motivation, Diversity and Inclusion, Innovation, Team Leadership, Initiative and Leadership, Personal Development, Leadership, Resilience, Team Management, Team Performance Management, Industrial and Organizational Psychology, Business Leadership, Leadership and Management, Decision Making, Self-Awareness, Coaching, Change Management, Psychology, Storytelling

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    156 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • الإدارة الفعالة للوقت | Effective Time Management: Alfaisal University | KLD
  • Entrepreneurial Strategic Management: University of New Mexico
  • Python and Pandas for Data Engineering: Duke University
  • Supply Chain Analytics: Rutgers the State University of New Jersey
  • Supply Chain Digitization: Strategy and Design: IIMA - IIM Ahmedabad
  • Molecular Evolution (Bioinformatics IV): University of California San Diego
  • Generative AI in HR - Impact and Application of Gen AI: Board Infinity
  • Analyzing and Visualizing Data in Looker: Google Cloud
  • Hôtel “De l'étoile” - a hotel in crisis? : ESSEC Business School
  • Machine Learning in Retail: Coursera

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

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