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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


  • G

    Google

    Google Data Analytics

    Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, R (Software), Analytical Skills, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, SQL, File Management, Dashboard Creation, Data Analysis, Sampling (Statistics), Interviewing Skills

    ★ 4.5 (331) · Beginner · Professional Certificate · 3 - 6 Months

  • U

    Unilever

    Implementing Supply Chain Analytics

    Skills you'll gain: Descriptive Analytics, Supply Chain, Supply Chain Management, Supply Chain Systems, Supply Chain Planning, Predictive Analytics, Forecasting, Inventory and Warehousing, Inventory Management System, Statistical Programming, Query Languages, Data-Driven Decision-Making, Business Analytics, Advanced Analytics, Analytics, Inventory Control, SQL, Data Presentation, Data Analysis, Technical Communication

    ★ 4.6 (68) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Retail Digital Supply Chain

    Skills you'll gain: Digital Transformation, Supply Chain Management, E-Commerce, Supply Chain, Retail Store Operations, Analytics, Digital Analysis, Supply Chain Systems, Business Analytics, Business Technologies, Descriptive Analytics, Customer Demand Planning, Customer experience strategy (CX), Predictive Analytics, Consumer Behaviour, Decision Making

    ★ 4.6 (125) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    أسس القيادة اليومية

    Skills you'll gain: Organizational Leadership, Team Leadership, Leadership, Leadership and Management, Leadership Development, Team Motivation, Workplace inclusivity, Motivational Skills, Decision Making, Organizational Effectiveness, Teamwork, Strategic Decision-Making, People Management, Drive Engagement, Diversity and Inclusion, Decision Intelligence, Collaboration, Cultural Diversity, Adaptability

    ★ 4.8 (133) · Mixed · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Machine Learning: Theory and Hands-on Practice with Python

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture, Linear Algebra

    ★ 4.6 (41) · Intermediate · Specialization · 3 - 6 Months

    Category: Hot New Release
    Hot New Release
  • C

    Coursera

    PowerBI for Beginners: Sales Data Exploration

    Skills you'll gain: Power BI, Interactive Data Visualization, Data Visualization, Dashboard Creation, Data Presentation, Dashboard, Trend Analysis, Exploratory Data Analysis, Customer Analysis, Data Visualization Software, Tree Maps, Sales, Business Intelligence, Data Analysis, Business Analytics, Data Transformation

    ★ 4.7 (41) · Beginner · Guided Project · Less Than 2 Hours

  • U

    UBITS

    Accountability y gestión del desempeño

    Skills you'll gain: Accountability, Employee Performance Management, Smart Goals, Goal Setting, Performance Management, Management Training And Development, Accountability Frameworks, Performance Appraisal, Professional Development, Team Performance Management, Leadership Development, People Development, Constructive Feedback, Leadership, Team Leadership, Recognizing Others, Personal Development, Employee Engagement, Proactivity, Communication

    ★ 4.7 (79) · Beginner · Course · 1 - 3 Months

  • E

    ESSEC Business School

    Gérer les crises de demain

    Skills you'll gain: Crisis Management, Performance Management, Business Continuity, Emergency Response, Organizational Change, Organizational Effectiveness, Communication, Communication Strategies, Decision Making

    ★ 4.7 (11) · Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Automation and Scripting with Python

    Skills you'll gain: Web Scraping, Git (Version Control System), Test Script Development, Scripting, Version Control, Test Automation, IT Automation, Email Automation, Test Tools, Software Testing, Cloud API, Scripting Languages, Automation, Restful API, Application Programming Interface (API), Data Ethics, Scalability, Python Programming, File I/O, Productivity

    ★ 3.7 (47) · Beginner · Course · 1 - 3 Months

  • M

    Minnesota State University, Mankato

    Business Leadership Essentials: HR, Org Design & Negotiation

    Skills you'll gain: Human Resources Management and Planning, Employee Engagement, Organizational Change, Organizational Structure, Negotiation, Business Workflow Analysis, Human Resource Management, Organizational Development, Conflict Management, Talent Management, Change Management, Performance Management, Strategic Leadership, Team Management, Stakeholder Management, Process Improvement, Business Strategies, Business Strategy, Problem Solving, Decision Making

    ★ 3.4 (9) · Beginner · Specialization · 1 - 3 Months

  • A

    Amazon

    Application Development

    Skills you'll gain: Git (Version Control System), Software Development Methodologies, Requirements Analysis, Version Control, Systems Development Life Cycle, Application Development, Software Development Life Cycle, Software Development, Agile Software Development, Unified Modeling Language, Software Testing, JUnit, Agile Methodology, Programming Principles, Java Programming, Spring Framework, Maintainability, Debugging, Java, Software Design Patterns

    ★ 4.8 (40) · Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Mastering Power BI for Data Analytics & Storytelling

    Skills you'll gain: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Database Development, Inventory and Warehousing, Data Analysis Expressions (DAX), Cloud Management, Advanced Analytics, Cloud-Based Integration, Data Management, Performance Measurement, Data Governance, Microsoft Excel, Business Intelligence Software, Business Reporting, Cloud Storage, Spreadsheet Software

    ★ 4.5 (37) · Intermediate · Specialization · 3 - 6 Months

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

  • Google Data Analytics: Google
  • Implementing Supply Chain Analytics: Unilever
  • Retail Digital Supply Chain: University of Pennsylvania
  • أسس القيادة اليومية: University of Illinois Urbana-Champaign
  • Machine Learning: Theory and Hands-on Practice with Python: University of Colorado Boulder
  • PowerBI for Beginners: Sales Data Exploration: Coursera
  • Accountability y gestión del desempeño: UBITS
  • Gérer les crises de demain: ESSEC Business School
  • Automation and Scripting with Python: Microsoft
  • Business Leadership Essentials: HR, Org Design & Negotiation: Minnesota State University, Mankato

Skills you can learn in Software Development

Programming Language (34)
Google (25)
Computer Program (21)
Software Testing (21)
Web (19)
Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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