# Posts tagged as "DataScience"

## An Overview of Linear Regression Models

**December 24th, 2018**

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

## Interactive Data Visualization in Python Using Bokeh

**May 4th, 2018**

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

## A Practical guide to Autoencoders using Keras

**April 26th, 2018**

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

## An Overview of Descriptive Statistics

**June 11th, 2017**

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…

## EDA of Lending Club Data - II

**May 20th, 2016**

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…

## EDA of Lending Club Data

**March 29th, 2016**

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

## Exploring Multiple Variables in EDA

**December 18th, 2015**

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…

## Pseudo Facebook Data - Exploring Two Variables

**December 13th, 2015**

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…

## Pseudo Facebook Data - Plots in Python

**December 9th, 2015**

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

## Reddit Survey: Introduction to Pandas

**December 8th, 2015**

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…