## Exploratory Data Analysis – White Wines Data – Part 4 – Multivariate Analysis

Multivariate Analysis Multivariate Data Analysis refers to any statistical technique used to analyze data that arises from more than one variable. This is the fourth part of the Exploratory Data Analysis Series. The series is as follows: Part 1 –… Continue Reading

## Exploratory Data Analysis – White Wines Data – Part 3 – Bivariate Analysis

Bivariate Analysis Bivariate analysis means the analysis of bivariate data. It is one of the simplest forms of statistical analysis, used to find out if there is a relationship between two sets of values. It usually involves the variables X… Continue Reading

## Exploratory Data Analysis – White Wines Data – Part 1 – Introduction

Exploratory Data Analysis (EDA) Exploratory Data Analysis (EDA) is an approach to analyzing data (mostly graphical). It’s where the researcher takes a bird’s eye view of the data and tries to make some sense of it. It’s often the first… Continue Reading

## Exploratory Data Analysis – White Wines Data – Part 2 – Univariate Analysis

Univariate Analysis Univariate analysis is the simplest form of analyzing data. “Uni” means “one”, so in other words, your data has only one variable. It doesn’t deal with causes or relationships (unlike regression) and its major purpose is to describe;… Continue Reading

## Comprehensive Classification Series – Kaggle’s Titanic Problem Part 1: Introduction to Kaggle

Introduction to Kaggle In this comprehensive series on Kaggle’s Famous Titanic Data set, we will walk through the complete procedure of solving a classification problem using python. No matter if you are novice in this field or an expert you… Continue Reading

## Comprehensive Regression Series – Predicting Student Performance – Part 1 – Understanding the Data Set

In this series, we will walk through the whole procedure of solving a regression problem in python. In a Regression problem, we predict continuous values (like price of a stock, or student performance as in this case) We will be using a… Continue Reading

## Comprehensive Regression Series – Predicting Student Performance – Part 3 – Visualizing the Data

This is the third part of the Comprehensive Regression Series. We strongly recommend you to go through the previous parts before starting with this one. The series is as follows: Part 1 – Understanding the Data Set Part 2 –… Continue Reading

## What Is A Neural Network – Deep Learning with Tensorflow – Part 1

Quick Intro This is the first part of our Deep learning Tutorial with Tensorflow. The idea of Artificial Neural Networks (ANNs) is based on the belief that working of the human brain by making the right connections, can be mimicked… Continue Reading

## Comprehensive Regression Series – Predicting Student Performance – Part 4 – Making the Predictive Model

This is the fourth part of the Comprehensive Regression Series. We strongly recommend you to go through the previous parts before starting with this one. The series is as follows: Part 1 – Understanding the Data Set Part 2 –… Continue Reading

## Baby Steps of Statistics — Part 1

This series is meant to introduce you to the basic concepts of Statistics, one of the Data Scientists’ most valuable tools. Intended audience are complete beginners in the field with no prior experience in advanced mathematics. Let’s start off with… Continue Reading