Expectations
Expectation is mean in the simplest sense. But what is mean, in probability theory?
Posts by Category
Probabilistic Machine Learning
Probability Densities
Probability Distributions
Probability Theory
Due to uncertainty around us, we are talking about probability now. The cause of uncertainty is numerous ranging from noises to the limited data sizes. Proba...
Polynomial Curve Fitting
Polynomial Curve Fitting is an example of Regression, a supervised machine learning algorithm.
Machine Learning
Understanding Linear Regression [3/3]
Multiple Linear Regression
Understanding Linear Regression [2/3]
Simple Linear Regression
Understanding Linear Regression [1/3]
Assumptions underlying the Linear Regression.
Python tools
Version Control in Notebooks
Some useful tools to keep track of the changes in the jupyter notebooks