Statistics

Jan 20, 20239 min read

Statistics & Linear Algebra- Top Interview Questions

1. What is co-variance matrix- A covariance matrix is a square matrix that describes the covariance between multiple variables. It is...

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Jan 17, 20232 min read

Probability Distributions

Probability distribution:- It is a statistical function that describes all the possible values and likelihoods that a random variable can...

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Aug 18, 20212 min read

ML- Ops: Drift Detection in Data & Iterative model training using python's Multi-flow package

we develop a ML model and deploy but who takes care of model monitoring and re-training. Unless we do it, ur project is no more than a...

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Jun 25, 20213 min read

Bayesian Logistic Regression

1. INTRODUCTION Authenticating whether any currency note is real or fake is the common problem in financial banks. This problem falls in...

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Jun 5, 20214 min read

Explainability in Data Science:- Data, Model & Prediction

XAI( Explainable AI ) is grabbing lime-light in machine learning. How can we be sure that image classification algo is learning faces...

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Jun 5, 20212 min read

Forecasting total deaths from Covonavirus

Almost 60, 000 people have died of Coronavirus and we have not reached even the peak of expected distribution of deaths. Expected...

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