Episodes

  • Loss Function

    Loss Function
    Dec 13 2021
    The intuition behind loss function
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    6 mins
  • Central Limit Theorem

    Central Limit Theorem
    Dec 4 2021
    A quick introduction to central limit theorem and why it helps data analysis
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    5 mins
  • Causality and Control

    Causality and Control
    Dec 3 2021
    Thoughts on causality and the need for a control sample
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    7 mins
  • Neural Networks

    Neural Networks
    Dec 1 2021
    Can we think of neural networks as layers of decisions with regression and classification at each layer?
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    9 mins
  • Types of Data Attributes

    Types of Data Attributes
    Nov 29 2021
    What are the different types of data attributes?
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    13 mins
  • Intercept

    Intercept
    Nov 23 2021
    Independence of the dependent variable
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    7 mins
  • Bias and Variance

    Bias and Variance
    Nov 23 2021
    Generalizing the estimations of population parameters
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    6 mins
  • Linear Regression

    Linear Regression
    Nov 19 2021
    Guessing the recipe of data!
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    7 mins