Visualisation of House Prices
Visualization is the presentation of data in a pictorial or graphical format. It enables decision-makers to see analytics presented visually, so they can grasp difficult concepts or identify new patterns.…
The Comprehensive Guide for Feature Engineering
Feature Engineering is the art/science of representing data is the best way possible. This is the comprehensive guide for Feature Engineering for myself but I figured that they might be…
4 different ways to predict survival on Titanic
These are my notes from various blogs to find different ways to predict survival on Titanic using Python-stack. I am interested to compare how different people have attempted the kaggle…
Web Server Log Analysis with Spark
Web Server Log Analysis with Spark This lab will demonstrate how easy it is to perform web server log analysis with Apache Spark. Server log analysis is an ideal use…
Building a word count application in Spark
These are my solutions for Apache Spark. Building a word count application in Spark This lab will build on the techniques covered in the Spark tutorial to develop a simple…
Spark Tutorial: Learning Apache Spark
Spark Tutorial: Learning Apache Spark includes my solution for the EdX course. This tutorial will teach you how to use Apache Spark, a framework for large-scale data processing, within a…
Installing XGBoost for Windows – walk-through
I have the following specification on my computer: Windows10, 64 bit,Python 3.5 and Anaconda3.I tried many times to install XGBoost but somehow it never worked for me. Today I decided…
Exploratory Data Analysis with Pandas
This post is exploratory data analysis with pandas. Clear data plots that explicate the relationship between variables can lead to the creation of newer and better features that can predict…