## Mean Squared Error or R-Squared – Which one to use?

In this post, you will learn about the concepts of mean-squared error (MSE) and R-squared, difference between them and which…

In this post, you will learn about the concepts of mean-squared error (MSE) and R-squared, difference between them and which…

In this post, you will learn about concepts of linear regression along with Python Sklearn examples for training linear regression models. Linear regression belongs…

In this post, you will learn about the concepts of Correlation and how to draw Correlation Heatmap using Python Seaborn…

In this post, you will learn about Beta probability distribution with the help of Python examples. As a data scientist, it…

In this post, you will learn about the concepts of Bernoulli Distribution along with real-world examples and Python code samples. As a…

In this post, you will learn about K-nearest neighbors algorithm with Python Sklearn examples. K-nearest neighbors algorithm is used for solving both classification and…

In this post, you will learn the concepts of local and global minima with illustrative pictures and examples. Optimization problems are…

In this post, you will learn about gradient descent algorithm with simple examples. It is attempted to make the explanation…

In this post, you will get to learn deep learning through simple explanation (layman terms) and examples. Deep learning is…

In this post, you will learn about the concepts of Tensor Broadcasting with the help of Python Numpy examples. Recall that Tensor is…

In this post, you will learn about two different methods to use for finding optimal number of clusters in K-means clustering. These…

In this post, you will learn about concepts of KMeans Silhouette Score in relation to assessing the quality of K-Means clusters fit…

In this post, you will learn about the concepts of Tensor using Python Numpy examples with the help of simple explanation. When starting…

In this post, you will learn about the concepts of Normal Distribution with the help of Python example. As a data scientist, you must…

In this post, you will learn about Bayes’ Theorem with the help of examples. It is of utmost importance to get a good…

In this post, you will learn about joint and conditional probability differences and examples. When starting with Bayesian analytics, it is very important to…