## Probability Theory (Series)

Day 0 : History The history of probability theory is a fascinating journey that spans centuries and involves contributions from various cultures and thinker...

Day 0 : History The history of probability theory is a fascinating journey that spans centuries and involves contributions from various cultures and thinker...

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....

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 ...

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...

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 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 ...

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 ...