18 episodes

No math, no equations, just intuitions behind Data Science.

intuitions behind Data Science Ashay Javadekar

    • Science

No math, no equations, just intuitions behind Data Science.

    Loss Function

    Loss Function

    The intuition behind loss function

    • 6 min
    Central Limit Theorem

    Central Limit Theorem

    A quick introduction to central limit theorem and why it helps data analysis

    • 5 min
    Causality and Control

    Causality and Control

    Thoughts on causality and the need for a control sample

    • 7 min
    Neural Networks

    Neural Networks

    Can we think of neural networks as layers of decisions with regression and classification at each layer?

    • 8 min
    Types of Data Attributes

    Types of Data Attributes

    What are the different types of data attributes?

    • 13 min
    Intercept

    Intercept

    Independence of the dependent variable

    • 7 min

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