How Microsoft Azure Is Impacting Financial Companies

Microsoft Azure has taken a large chunk of the cloud marketplace, transforming companies with the speed and security of the cloud. Microsoft has over the years used Azure to cushion companies against risk, deal with fraud and differentiate their customer experience.  With Microsoft Cloud App Security, customers experience 75% automatic threat elimination because of increased […]

Rethinking linear algebra part two: ellipsoids in data science

1 Our expedition of eigenvectors still continues This article is still going to be about eigenvectors and PCA, and this article still will not cover LDA (linear discriminant analysis). Hereby I would like you to have more organic links of the data science ideas with eigenvectors. In the second article, we have covered the following […]

How to make a toy English-German translator with multi-head attention heat maps: the overall architecture of Transformer

If you have been patient enough to read the former articles of this article series Instructions on Transformer for people outside NLP field, but with examples of NLP, you should have already learned a great deal of Transformer model, and I hope you gained a solid foundation of learning theoretical sides on this algorithm. This […]

Leveraging Data Science for Vaccine Access and Administration

As people across the world become eligible for receiving their doses, governments and pharmaceutical companies must act efficiently to provide those vaccines. Alongside distribution, people need more information about these newer vaccines. As a solution for both of these obstacles, data science is a useful tool for vaccine development, distribution, and access throughout the COVID-19 […]

The Role Data Plays in Customer Relationship Management

Image Source: Pixabay The longevity of your business is dependent on your customer relationships. The depth of your customer relationships is connected to how well they’re managed. How well you work your customer relationships relies on the data you collect about them, like buying behaviors, values, needs, and lifestyle choices. In addition to collecting quality […]

5 AI Tricks to Grow Your Online Sales

The way people shop is currently changing. This only means that online stores need optimization to stay competitive and answer to the needs of customers. In this post, we’ll bring up the five ways in which you can use artificial intelligence technology in an online store to grow your revenues. Let’s begin! 1. Personalization with […]

What is Data Warehousing and Data Mining – Know the difference between Data Warehousing and Data Mining

Getting started Before we start off with Data Warehousing and Data Mining, let us first set the ground for the same. This will help in understanding why we need them in the first place. By the end of the post, you would feel much more acquainted with the two topics at hand. So here goes! […]

Bag of Words: Convert text into vectors

In this blog, we will study about the model that represents and converts text to numbers i.e. the Bag of Words (BOW). The bag-of-words model has seen great success in solving problems which includes language modeling and document classification as it is simple to understand and implement. After completing this particular blog, you all will […]

Multi-head attention mechanism: “queries”, “keys”, and “values,” over and over again

This is the third article of my article series named “Instructions on Transformer for people outside NLP field, but with examples of NLP.” In the last article, I explained how attention mechanism works in simple seq2seq models with RNNs, and it basically calculates correspondences of the hidden state at every time step, with all the […]

7 Ways To Advance Your Data Science Knowledge and Expertise

Image Source: Pexels As a data scientist, your knowledge and expertise are what powers industries. Businesses of all sectors of the economy now rely on data to inform their business processes. As many as 53% of companies have already adopted big data analytics, highlighting the upward trend in data science within the private sector. Businesses […]