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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: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Mastering Team Dynamics

    Skills you'll gain: Team Management, Team Building, Team Leadership, Supervision, Team Performance Management, Team Collaboration, Conflict Management, Cooperation, Leadership, People Management, Influencing, Strategic Decision-Making, Behavior Management, Persuasive Communication, Decision Making, Communication, Communication Strategies, Culture

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Advanced Data Analysis and Collaboration in Qlik Sense

    Skills you'll gain: Data Storytelling, Data Visualization Software, Dashboard Creation, Dashboard, Data Analysis Software, Data Analysis, Advanced Analytics, Interactive Data Visualization, Data Manipulation, Data Presentation, Data Transformation, Data Sharing, Embeddings

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Using Data for Healthcare Improvement

    Skills you'll gain: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Data Quality, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting

    4.8
    Rating, 4.8 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
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    C

    Cleveland Clinic

    Machine Learning in Healthcare: Foundations and Applications

    Skills you'll gain: Machine Learning Methods, Machine Learning, Model Optimization, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Model Training, Health Care, Supervised Learning, Clinical Experience, Health Technology, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science

    Beginner · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Production & Operations: Apply, Analyze & Optimize

    Skills you'll gain: Manufacturing Operations, Production Management, Production Planning, Production Process, Operations Management, Production Schedule, Operations, Inventory Management, Business Operations, Inventory Control, Quality Control, Materials Management, Scheduling, Production Line, Inventory Management System, Inventory and Warehousing, Operational Efficiency, Lean Manufacturing, Quality Monitoring, Material Requirements Planning

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    Y

    Yale University

    Warrior-Scholar: The Veteran’s College Success Kit

    Skills you'll gain: Resourcefulness, Personal Development, Goal Setting, Decision Making, Relationship Building

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Foundations of Hotel Budgeting and Forecasting

    Skills you'll gain: Advanced Analytics, Budget Management, Hotel And Restaurant Management, Hospitality Management, Budgeting, Financial Forecasting, Hospitality, Variance Analysis, Forecasting, Hotel Operations, Operating Budget, Corporate Sustainability, Revenue Management, Sustainable Business, Financial Analysis, Performance Analysis, Sustainability Reporting, Analysis, Performance Metric, Strategic Decision-Making

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Data Analysis in R: Predictive Analysis with Regression

    Skills you'll gain: Ggplot2, Model Evaluation, Plot (Graphics), Regression Analysis, Predictive Analytics, Predictive Modeling, Statistical Visualization, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, R (Software), Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    P

    Packt

    Six Sigma White Belt (Accredited)

    Skills you'll gain: Kaizen Methodology, Process Optimization, Pareto Chart, Operational Efficiency, Project Management, Project Scoping

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    C

    Coursera

    GenAI for IT Project Managers

    Skills you'll gain: IT Management, Project Risk Management, Risk Management, Risk Analysis, Project Management, AI literacy, Internal Communications, Responsible AI, Generative AI, Case Studies, Innovation, Data-Driven Decision-Making, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    C++ Basics and Core Concepts

    Skills you'll gain: Data Structures, Development Environment, Program Development, C++ (Programming Language), Debugging, Programming Principles, Computer Programming Tools, Computer Programming, Data Management, Computational Logic

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Mastering Team Dynamics: University of Illinois Urbana-Champaign
  • Advanced Data Analysis and Collaboration in Qlik Sense : Coursera
  • Using Data for Healthcare Improvement: Imperial College London
  • Data Science at Scale - Capstone Project: University of Washington
  • Machine Learning in Healthcare: Foundations and Applications: Cleveland Clinic
  • Production & Operations: Apply, Analyze & Optimize: EDUCBA
  • Warrior-Scholar: The Veteran’s College Success Kit: Yale University
  • Foundations of Hotel Budgeting and Forecasting: Starweaver
  • Data Analysis in R: Predictive Analysis with Regression: Coursera
  • Six Sigma White Belt (Accredited): Packt

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