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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


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    U

    University of London

    Managing Technology Projects for Business Success

    Skills you'll gain: Information Technology, Case Studies, Team Leadership, Governance, Resource Allocation, Decision Making

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Power Skills Essentials for Leading Project Teams

    Skills you'll gain: Emotional Intelligence, Conflict Management, Empathy & Emotional Intelligence, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Team Performance Management, Leadership and Management, Communication, Team Management, Resilience, Growth Mindedness, Team Building, Decision Making, Stress Management, Team Motivation, Psychology, Performance Management, Behavioral Management, Critical Thinking

    4
    Rating, 4 out of 5 stars
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    9 reviews

    Beginner · Specialization · 3 - 6 Months

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    P

    Packt

    Git and GitHub Complete Master Class

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Unix Commands, Unix Shell, Software Versioning, Linux Commands, Command-Line Interface, Devops Tools, Collaborative Software, Code Review, Software Configuration Management, Software Development Tools, Secure Coding, File Management, Technical Documentation, Software Documentation

    4.6
    Rating, 4.6 out of 5 stars
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    32 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    F

    Fundação Instituto de Administração

    Innovation & Entrepreneurship Mindset

    Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Risk Management, Value Propositions, New Product Development, Presentations, Business Management, Business Strategies, Entrepreneurial Finance, Business Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    97 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Data Management with Databricks: Big Data with Delta Lakes

    Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control

    4.1
    Rating, 4.1 out of 5 stars
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    32 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    A

    Alfaisal University | KLD

    تقييم واستحواذ الشركات | Valuing and Acquiring a Business

    Skills you'll gain: Business Valuation, Mergers & Acquisitions, Corporate Strategy, Market Share, Corporate Finance, Financial Analysis, Decision Making, Market Opportunities, Competitive Analysis, Cash Flows

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    P

    Packt

    Foundations of DevOps and Git

    Skills you'll gain: GitHub, DevOps, Version Control, CI/CD, Continuous Integration, Continuous Deployment, Development Environment, Software Development, Amazon Elastic Compute Cloud

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    Institut Mines-Télécom

    Digital Business - Understand the digital world

    Skills you'll gain: Digital Transformation, Business Transformation, Entrepreneurship, Emerging Technologies, Innovation, Knowledge Transfer, Business Strategies, Business Modeling, Strategic Decision-Making, Network Model, Product Planning

    4.6
    Rating, 4.6 out of 5 stars
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    149 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Hosting a Static Website (HTML/CSS/Javascript) in AWS S3

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Version Control, Application Deployment, Cloud Storage, Web Applications, Public Cloud

    4.5
    Rating, 4.5 out of 5 stars
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    84 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Visualization for Data Analysis with Power BI

    Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Scatter Plots, Forecasting, Geospatial Information and Technology, Root Cause Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

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    P

    Packt

    Foundations of Data Science and Machine Learning with Python

    Skills you'll gain: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation

    Intermediate · Course · 1 - 3 Months

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

  • Managing Technology Projects for Business Success: University of London
  • Machine Learning Fundamentals for Java Developers: Board Infinity
  • Power Skills Essentials for Leading Project Teams: University of Maryland, College Park
  • Git and GitHub Complete Master Class: Packt
  • Innovation & Entrepreneurship Mindset: Fundação Instituto de Administração
  • Data Management with Databricks: Big Data with Delta Lakes: Coursera
  • تقييم واستحواذ الشركات | Valuing and Acquiring a Business: Alfaisal University | KLD
  • Foundations of DevOps and Git: Packt
  • Digital Business - Understand the digital world: Institut Mines-Télécom
  • Hosting a Static Website (HTML/CSS/Javascript) in AWS S3: Coursera

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

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