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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


  • E

    EDUCBA

    Budgeting and Cost Control Techniques

    Skills you'll gain: Budget Management, Cost Control, Budgeting, Variance Analysis, Cost Management, Operating Budget, Financial Planning, Cash Management, Capital Budgeting, Resource Allocation, Capital Expenditure, Performance Measurement

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Português

    Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI literacy, Business Ethics, Ethical Standards And Conduct, Accountability Frameworks, Accountability, Decision Making, Social Impact

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Regression: Identify Assumptions & Apply Models

    Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Forecasting, Data Presentation, Technical Communication, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Variance Analysis, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Engineering Probability and Statistics Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Sampling (Statistics), Statistical Reporting, Statistical Methods, Statistics, Probability & Statistics, Statistical Analysis, Sample Size Determination, Probability Distribution, Data Presentation, Engineering Analysis, Data Synthesis, Estimation, Analysis, Data-Driven Decision-Making

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Market Analysis and Trend Forecasting with Data

    Skills you'll gain: Trend Analysis, Market Data, Market Share, Market Trend, Market Opportunities, Forecasting, Market Analysis, Competitive Analysis, Market Research, Market Intelligence, Go To Market Strategy, Time Series Analysis and Forecasting, Growth Strategies, Data Analysis, Data Visualization, Data-Driven Decision-Making, Data Presentation, Data Storytelling, Quantitative Research, Descriptive Analytics

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Forex, Derivatives & Risk Management

    Skills you'll gain: Risk Management, International Finance, Derivatives, Futures Exchange, Credit Risk, Financial Market, Blockchain, Hedge Accounting, FinTech, Financial Analysis, Digital Assets, Market Dynamics, Economics, Business, Emerging Technologies, Arbitration

    5 stars, 15 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (15) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    ¿Cómo hemos llegado hasta aquí?El desarrollo de la analítica

    Skills you'll gain: Analytics, Digital Analysis, Data Sharing, Descriptive Analytics, Trend Analysis, People Analytics, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Mathematical Modeling, Data Collection, Performance Reporting, Predictive Modeling, Innovation, Learning Styles, Leadership, Communication

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Analyze and Highlight Cost Variances Effectively

    Skills you'll gain: Variance Analysis, Cost Control, Cost Accounting, Cost Management, Data Analysis, Data-Driven Decision-Making, Stakeholder Communications, Communication, Root Cause Analysis, Strategic Communication

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Resolve Recurring Issues with Continuous Improvement

    Skills you'll gain: Root Cause Analysis, Corrective and Preventive Action (CAPA), Performance Metric, Performance Analysis, Performance Improvement, Process Improvement and Optimization, Performance Measurement, Procedure Development, Critical Thinking and Problem Solving

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • R

    Real Madrid Graduate School Universidad Europea

    Smart Stadiums: The Bernabéu Experience

    Skills you'll gain: Risk Management, Risk Analysis, Risk Management Framework, Business Risk Management, Project Risk Management, Sustainable Architecture, Building Information Modeling, Internet Of Things, Data Infrastructure, Infrastructure Architecture, Facility Management, Sustainable Design, Customer experience improvement, Self Service Technologies, Driving engagement, Customer Relationship Management (CRM) Software, Business Strategy, Business, Technology Strategies, Behavioral Management

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Applied Machine Learning Without Coding

    Skills you'll gain: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Bayesian Regression and Model Selection

    Skills you'll gain: Statistical Modeling, Bayesian Statistics, Logistic Regression, Regression Analysis, Predictive Modeling, Mathematical Modeling, Model Evaluation, Statistical Methods, Statistical Machine Learning, Markov Model, Data-Driven Decision-Making, Statistical Inference, Predictive Analytics, Statistical Analysis, Sampling (Statistics), Probability Distribution, Machine Learning Algorithms, Computational Thinking

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…323324325…367

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

  • Budgeting and Cost Control Techniques: EDUCBA
  • Responsible AI: Applying AI Principles with GC - Português: Google Cloud
  • Regression: Identify Assumptions & Apply Models: Coursera
  • Engineering Probability and Statistics Part 2: Northeastern University
  • Market Analysis and Trend Forecasting with Data: Coursera
  • Analyze Forex, Derivatives & Risk Management: EDUCBA
  • ¿Cómo hemos llegado hasta aquí?El desarrollo de la analítica: Real Madrid Graduate School Universidad Europea
  • Analyze and Highlight Cost Variances Effectively: Coursera
  • Resolve Recurring Issues with Continuous Improvement: Coursera
  • Smart Stadiums: The Bernabéu Experience: Real Madrid Graduate School Universidad Europea

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Application Programming Interfaces (17)
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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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