As we prepare ourselves for the placement season, the social engineers behind the unknown numbers are preparing themselves too. Nowadays, there is an increase in online application job board, which gives hackers or social engineers to get your information. We can’t just blur out the phone number; how will the…

Exploratory data analysis is one of the most important step in any data science project. This is because, until and unless we understand the data we can will not be able to do any kind of task on it. Data is not meant to…

Nowadays there are plenty of courses and tutorials that focus on model building, and very less courses teaching about data. We do not have data to fit the model, instead, models fit the data. …

Topic modelling in natural language processing is a technique which assigns topic to a given corpus based on the words present. Topic modelling is important, because in this world full of data it has become increasingly important to categories the documents. For example, a…

With the introduction of the Farmers Bill, there has been a stir in India. With rising protest in different parts of India, the discussion around this is impossible to avoid. However, this has been a divisive and polarizing topic dividing the public into two different groups. In this project, we…

Once upon a time(1943), a neuroscientist named Warren McCulloch and a logician named Walter Pitts created the first artificial neuron. Known as the McCulloch Pitts neuron, it is capable of doing binary classification on linearly separable data. In this articles, we will see the various aspects of MP neuron and…

We all know what outliers are “values different from others” or “IMPOSSIBLE values”. But how do we deal with them? Having outliers can mess with our analysis. And, removing all outliers can also mess with our analysis. (I know, how weird). …