Posts by Categories


Probability Theory (Series)

4 minute read

This series is an introduction to Probability Theory, It closely follows the book “Probability Essentials” by Jean Jacod and Philip Protter. Day 0 : Phi...

Highest Posterior Density Interval

3 minute read

Highest Posterior Density Interval is interval of the parmeter in which the posterir value are high when compared to any other point outside the interval (i....

Introduction to Logistic Regression

4 minute read

Usually in Linear Regression we consider $X$ as a explanatory variable whose columns are $X_1 , X_2 …..X_{p}$ are the variables which we use predict are the ...

Introduction To Non-Informative Priors

6 minute read

Prior density is denoted by $g(.)$ in this article Introduction Non-Informative Priors are the priors which we assume when we do not have any belief ab...

Back to top ↑

Machine Learning

Supervised Learning with Scikit Learn

31 minute read

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

Tensorflow Hello World

5 minute read

Tensorflow is made up of two words tensor and flow , where tensor means multidimensional array and flow means graph of operations. It is developed by google ...

Back to top ↑


Convergence of Markov Chain

18 minute read

What is Markov Chain ? Markov Chain is a Stochastic Model in which Future is dependent only on Present not on Past , What I mean to say that is ...

Back to top ↑