Photo by Stephen Phillips - Hostreviews.co.uk on Unsplash EDA (Exploratory Data Analysis) : Exploratory Data Analysis (EDA) is an...

Tableau is the fastest growing business intelligence tool in the world which is mainly used for processing, analyzing, and deriving...

Photo by Emily Morter on Unsplash In Data analysis, it is very important how you select data or in another terms Slicing and Dicing of...

Types of Filters in Tableau

Central Tendency Central tendency is defined as “the statistical measure that identifies a single value as representative of an entire...

Photo by Gabriel Heinzer on Unsplash In the process of Data gathering a Data Analyst have to handle various forms of data from different...

You can't build a great building on a weak foundation. You must have a solid foundation if you're going to have a strong super structure....

Historically, organizations have mainly focused on structured data for any kind of visualization or analysis. Traditional systems and...

Machine learning is changing the way retailers do business!

When working on projects, I use pandas library to process and move my data around. It really works great on moderate-size datasets....

Image source In this blog, you will understand why the Vanishing and Exploding Gradient problem happens. What are Vanishing and Exploding...

Image source In the process of building a Predictive Machine Learning model, we always come across some types of error, either with...

Image source A Confusion matrix is an N x N matrix used for evaluating the performance of a classification model, where N is the number...

Linear regression is the one of the most known and understood algorithms in statistics and machine learning. What is a linear regression...

There are many blog postings out there about linear regression that give a better understanding of some concepts. There are also some...

Simple linear regression is a statistical method that allows us to summarize and study relationships between two variables: One variable...

Linear Regression Linear Regression is a very important fundamental algorithm. It is used to do predictive analysis. It shows the...

When we try to represent relationship between variables, one of them is determining factor and other is explanatory, it is called Linear...

What is Logistic Regression? Logistic regression is used when the dependent variable is categorical. For example, To predict whether the...

What is Random Forest Regression? Random Forest or Random Decision Forests are an ensemble learning method for classification and...