Author name: Dr. Shripad Bhat

Confidence intervals (CIs) are a fundamental concept in data science. In this informative guide, we’ll delve into the world of […]

Creating an optimal model that strikes a balance between underfitting and overfitting requires careful consideration. To assess how well our

The Pearson correlation coefficient (denoted as “r”) is widely used in statistics to measure the strength and direction of linear

Standard deviation and standard error are two statistical measures that often get confused with each other. While both measures describe

Let’s explore the Central Limit Theorem (CLT) with an example of rolling two dice multiple times (let’s say 30 times).

The concept of degrees of freedom is essential in statistical analysis, and it is commonly used in various statistical tests.

William Sealy Gosset, an English statistician who was also a beer brewer, developed the t-test. He used this test to

Handling Outliers in Python In this post, we will discuss about How to identify outliers How to handle the outliers

In this post, let us explore: What is feature selection? Why we need to perform feature selection? Methods What is

Principal Component Analysis (PCA) explained with examples In this post, let us understand What is Principal Component Analysis (PCA) When