Machine Learning

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: The process of deployment consists of transferring all flask application files from a local computer to the web server. Once completed the web application can be visited by anyone through…

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Data Visualization

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 joining in 1973 has consequences that are both profound and catastrophic. The post analysis of the referendum found that the issues for Brexit can be categorized into socio-economic factors, geographic division,…

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Reinforcement Learning

Udacity Banana Navigation Project

Using a simplified version of the Unity Banana environment, the objective of the project ( Udacity Banana Navigation Project)  is to design an agent to navigate and collect bananas in a large, square world. A reward of +1 is provided for collecting a yellow banana, and a reward of -1 is provided for collecting a blue banana. Thus, the goal…

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Business, Data Analysis Resources, Data Visualization

An Analysis of the Impact of EU Membership on the Economic Development of Ireland

Recent economic recession and Brexit has raised doubts about the relationship with EU among member nations. This paper analyzes the public data from World Bank to determine the impact to the economic development of Ireland since joining the EU on 1st January 1973. The paper shows that EU membership has a positive relationship with the development of Ireland. Economy has transformed…

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Data Analysis Resources

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 offers both operation simplicity and capacity to scale linearly. While MySQL is the world’s most popular, cost-effective, high-performance relational database(Kumar, 2016). It comes with a range of suits of tools…

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Fact Table ETL
Business, Data Analysis Resources, Data Warehousing, ETL

Effect on Facebook’s Stock Price after Cambridge Analytica Scandal

Recently, Facebook is in news almost daily for its inability to prevent Cambridge Analytica(CA) from gathering personal data from 87 million users. CA used the harvested data to profile users to predict voting patterns in 2016 US presidential elections. Some of the important dates for the event are: March 16, 2018: The news broke of the scandal March 21, 2018:…

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Solutions to Support Real-Time Data Analytics
Data Analysis Resources, Spark

Solutions to Support Real-Time Data Analytics

Organisations embracing big data use non-traditional strategies and technologies to gather, organize, process and gather insights from large datasets. These solutions do not support real-time analytics. Real-time analytics require technology to handle data that is generated at high velocity and send by the sources simultaneously in small sizes. Data is required to be processed sequentially and incrementally on a record-by-record…

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