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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


  • A

    Arizona State University

    Creative Thinking

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Independent Thinking, Innovation, Decision Making, Collaboration

    3.9
    Rating, 3.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Python Programming, Data Presentation, Pandas (Python Package), Analytical Skills, Plot (Graphics), Data Analysis, Data Visualization Software, Analysis, Data-Driven Decision-Making, Scripting, Analytics, Numerical Analysis, Data Manipulation, Graphing, Product Automation, Data Processing, Programming Principles, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    When Disaster Meets Conflict

    Skills you'll gain: Policy Development, Conflict Management, Ethical Standards And Conduct, Disaster Recovery, Policy Analysis, Emergency Response, Mitigation, International Relations, Risk Analysis, Risk Management, Public Safety and National Security, Decision Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    ·
    83 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Selenium Python Automation Testing and Frameworks

    Skills you'll gain: Version Control, Test Script Development, Software Versioning, Continuous Integration, File I/O, Test Tools, Continuous Delivery, Functional Testing, Automation, Scripting, UI Components, Code Reusability, Hypertext Markup Language (HTML), Software Design Patterns, Development Environment, Integrated Development Environments, Command-Line Interface, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    24 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Principles of Leadership: Leading Technical Teams

    Skills you'll gain: Delegation Skills, Stakeholder Management, Engineering Management, Technical Management, Stakeholder Engagement, Negotiation, Stakeholder Communications, Mentorship, Meeting Facilitation, Decision Making, Team Leadership, Leadership, Organizational Leadership, Leadership and Management, Culture Transformation, Team Management, Management Training And Development, Team Building, Collaboration, Communication

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    43 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Robotic Path Planning and Task Execution

    Skills you'll gain: Robotics, Graph Theory, Algorithms, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • B

    Board Infinity

    Fundamentals of Business Management

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Operations Management, Financial Analysis, Selling Techniques, Operations, Supply Chain, Business Operations, Operational Efficiency, Sales, Balance Sheet, Sales Process, Business Management, Logistics Management, Marketing, Advertising, Marketing Strategies, Process Design, Business Economics, Lean Methodologies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Corporate Finance Institute

    Tableau Trading Dashboard

    Skills you'll gain: Tableau Software, Business Intelligence, Dashboard, Dashboard Creation, Technical Analysis, Plot (Graphics), Market Data, Statistical Visualization, Investment Banking, Tree Maps, Interactive Data Visualization, Data Visualization Software, Market Analysis, Data Analysis, Context Management, SQL

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Western Australia

    Assessment, Interviewing and Onboarding

    Skills you'll gain: Diversity Training, Diversity Awareness, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Diversity Programs, Workplace inclusivity, Talent Recruitment, Recruitment Strategies, Recruitment, Talent Acquisition, Interviewing Skills, Employee Onboarding, Data Collection, Decision Making

    3.7
    Rating, 3.7 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Power Skills Essentials for Leading Project Teams

    Skills you'll gain: Emotional Intelligence, Conflict Management, Personal Attributes, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Organizational Change, Team Performance Management, Leadership and Management, Communication, Team Management, Resilience, Collaboration, Behavior Management, Team Building, Decision Making, Stress Management, Team Motivation, Psychology, Critical Thinking

    4.2
    Rating, 4.2 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Introduction to Digital Health Entrepreneurship

    Skills you'll gain: Health Technology, Telehealth, Health Systems, Healthcare Industry Knowledge, Health Care, Medicaid, Medical Terminology, Health Policy, Health Informatics, Managed Care, Digital Transformation, Entrepreneurship, Payment Systems, Medicare, Health Equity, Social Determinants Of Health, Payment Processing, Value-Based Care, Data-Driven Decision-Making

    4.3
    Rating, 4.3 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Google Analytics: Reports & Traffic Analysis

    Skills you'll gain: Google Analytics, Data-Driven Marketing, Conversion Funnel Analysis, Marketing Effectiveness, Smart Goals, Web Analytics and SEO, Google Ads, Web Analytics, Digital Analysis, Marketing Analytics, Search Engine Optimization, Marketing Strategies, Customer Insights, Campaign Management, Performance Reporting, Target Audience, Business Reporting, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making

    Beginner · Specialization · 3 - 6 Months

1…169170171…311

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

  • Creative Thinking: Arizona State University
  • Data Analytics with Python: Simplilearn
  • When Disaster Meets Conflict: Erasmus University Rotterdam
  • Selenium Python Automation Testing and Frameworks: Packt
  • Principles of Leadership: Leading Technical Teams: University of Colorado Boulder
  • Robotic Path Planning and Task Execution: University of Colorado Boulder
  • Fundamentals of Business Management : Board Infinity
  • Tableau Trading Dashboard: Corporate Finance Institute
  • Assessment, Interviewing and Onboarding: University of Western Australia
  • Power Skills Essentials for Leading Project Teams: University of Maryland, College Park

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Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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