Data Science Fundamentals Quiz
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Questions and Answers

What is the process of removing errors and inconsistencies from a dataset known as?

  • Data Cleaning (correct)
  • Data Curation
  • Data Analysis
  • Data Modeling
  • Which concept deals with balancing bias and variance in machine learning models?

  • Data Analysis
  • Ensemble Learning
  • Linear Regression
  • Bias and Variance Trade Off (correct)
  • What technique is used to estimate the generalization error of a predictive model?

  • Cross Validation (correct)
  • Regression Trees
  • Forecasting
  • Dimensionality Reduction
  • In the context of data analysis, what is the purpose of Principal Component Analysis (PCA)?

    <p>Dimensionality Reduction</p> Signup and view all the answers

    Which method combines multiple machine learning models to improve predictive performance?

    <p>Ensemble Learning</p> Signup and view all the answers

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