Posts tagged as "DataScience"

Modeling the relationship between a scalar response (or dependent variable) and one or more explanatory variables (or independent variables…

There are two types of data visualizations: exploratory and explanatory . Explanatory analysis is what happens when you have something…

Usually in a conventional neural network, one tries to predict a target vector from input vectors . In an auto-encoder network, one tries…

One of the first tasks involved in any data science project is to get to understand the data. This can be extremely beneficial for several…

In the last post we looked at some initial cleanup of the data. We will start from there by loading the pickled dataframe. df = pd…

We will first look at various aspects of the LendingClub data using techniques of Exploratory Data Analysis (EDA). Please look at my past…

In this section, we will continue re-using the data from the previous post based on Pseudo Facebook data from udacity . The data from the…

In this section, we will be re-using the data from the previous post based on Pseudo Facebook data from udacity . The data from the project…

In this post, we will learn about EDA of single variables using simple plots like histograms , frequency plots and box plots . Data sets…

The data set used here is part of a project from UD651 course on udacity by Facebook . The data from the project corresponds to a…