Our Insights

Artificial Intelligence and Applications in Physics

As AI bulldozes its way through our everyday life, forcing a revolutionary change across the globe, it is vital to consider its impact in the field of science which doesn’t usually occur to the ordinary man. Particularly in the fields of Physics and Maths, is AI playing a huge role in discovering new laws? The […]

May 9, 2019

Word Embeddings: The wow factor in NLP

In the field of Natural Language Processing (NLP), we map words into numeric vectors so that the neural networks or machine learning algorithms can learn over it. Word Embeddings help in transforming words with similar meaning to similar numeric representations. Word Embeddings, being the actual input to the neural networks, influence the performance of […]

April 24, 2019

NLP: The Vital Force of Business Strategy

What we communicate – verbal or written – carries a significant amount of information like including the tone, wording, and the context. These different aspects can be extracted and machine-interpreted to understand and predict human behavior thanks to the advances in Natural Language Processing (NLP). NLP, a field of Artificial Intelligence (AI) gives machines the […]

April 18, 2019

What are Data Disruption APEs?

Data is one of the most strategic assets for Business Entities and in the era of digital transformation, Data is the “The New Currency” or “The New Oil.” Organizations are looking forward to reusing their data for a myriad of applications like mining or analytics for more profound business insights. They need to ensure their […]

March 21, 2019

Natural Language Spell Checkers

Dialogues are a crucial part of Natural Language Understanding. Dialogues involve an exchange of Intents between system hence emphasis on words becomes paramount. Techniques like Knowledge Graphs, Machine Learning, and AI provide the much-needed sophistication in enabling systems to understand words. In the same way, more straightforward methods like checking the word for the spelling […]

March 13, 2019

Mathematical essentials for Data Science

Data science is a young discipline which requires a solid mathematical foundation. The requirement varies according to the expectation based on whether you are an applied data scientist who is keen on using the existing algorithms to solve business problems or are you developing new algorithms yourself? Rigorous mathematical training is undoubtedly helpful in acquiring […]

March 6, 2019

Deep Learning Frameworks in Python

Deep learning has been booming in the recent years, mostly due to how well it scales with large amounts of data. We are producing more and more data each year, and as our data grows, so does our need for methods of regression and classification. Another phenomenon that is simultaneously occurring is the popularity of […]

February 28, 2019

Industrial AI- Transforming Manufacturers into Smart Factories

Manufacturing is always under tremendous pressure to decrease costs while continuing to deliver high-quality products and services. Prof Klaus Schwab of the world economic forum believes “The Fourth Industrial Revolution” is happening and that AI is set to transform the present world. Research shows that 58 percent of manufacturers are actively interested in using AI, […]

February 13, 2019

Airline Revenue Management – Disruption by AI

Being a foreign student at one of the universities in the UAE, you tend to have frequent visits back to your home country. As you check the deals for different flights, you see that non-stop flights have a higher price whereas the flights that travel a long distance and have multiple stopovers have a much […]

February 6, 2019

KNOWLEDGE GRAPHS: The role of Domain Experts

We have previously delved into detail about concept, conceptualization, and relations to build a knowledge graph. In this, we shall see how domain expertise can contribute to these vital components of the graph and its building exercise. Current knowledge engineering methodologies are analogous to software engineering approaches. Knowledge Engineers drive the knowledge graph authoring process. […]

January 30, 2019