Subject Details
Dept     : BCA
Sem      : 5
Regul    : 2021-2024
Faculty : Ms. S. Neethu
phone  : NIL
E-mail  : neethu.s.ca@drsnsrcas.ac.in
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  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Small data, What is Data.,
    A short Taxonomy of Data Analytics, Examples of Data Use,
    Descriptive Statistics: Scale types.,
    Descriptive Univariate Analysis.,
    Univariate Frequencies,
    Univariate Data Visualization,
    Univariate Statistics-Common Univariate Probability Distributions.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Descriptive Multivariate Analysis,
    Multivariate Frequencies- Multivariate data Visualization, Multivariate Statistics,
    Infographics and Word Clouds,
    Data Quality and Preprocessing: Data Quality,
    Converting to a Different Scale Type,
    Converting to a different scale,
    Data Transformation,
    Dimensionality Reduction,
    Attribute Aggregation,
    Big Data and Data Science, Big Data Architecture.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Regression,
    Predictive performance Estimation,
    Model Validation,
    Finding the Parameters of the Model,
    Linear Regression,
    Empirical Error,
    the Bias-variance Trade-Off,
    Shrinkage Methods,
    Ridge Regression,
    Methods that use Linear Combinations of Attributes.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Regression,
    Predictive performance Estimation,
    Generalization,
    Model Validation,
    Finding the Parameters of the Model,
    Linear Regression,
    Empirical Error,
    The Bias-variance Trade-Off,
    Shrinkage Methods,
    Ridge Regression,
    Methods that use Linear Combinations of Attributes