Data Science Libraries in Docker Container and AWS
In this post, we will be installing data science libraries in a docker container and AWS. It will show how to easily access the data science libraries from anywhere in…
Difference Between Cross-selling and Up-selling
This post tells the difference between cross-selling and up-selling. Cross-selling identifies products that satisfy additional complementary needs that are unfulfilled by the original item. It points users to products they…
Ethical, Privacy and Data Protection Issues
Data is often reduced to what can fit into a mathematical model. Yet, taken out of context, data may lose its meaning. Ethics, privacy, and data protection issues are often…
Highlight Text using Weights
Texts tend to have a hierarchical structure and the importance of words and sentences are highly context dependent. This post is a short tutorial to highlight text using sample weights.…
Developing a Web Application for a Machine Learning Model
This post describes developing a web application for a machine learning model and deploying it so that it can be accessed by anyone. The web application is available at: https://arrear-model.herokuapp.com/…
Economic Impact of the EU Membership on the UK
23rd June 2016, voters from United Kingdom (UK) voted in the Brexit referendum to leave European Union (EU) with a small majority vote of 51.9 %. The decision to leave EU since…
An Analysis of the Impact of EU Membership on the Economic Development of Ireland
Recent economic recession and Brexit has raised doubts about the EU membership among member nations. This paper analyzes the public data from World Bank to determine the impact to the…
A Comparison between Cassandra and MySQL
Introduction Cassandra is a distributed, no single point of failure, continuously available and scalable. NoSQL database that manages a large amount of data across many data centres and cloud servers. It…