Blog Archives – Page 4 of 5 – Mantium



Search within Knowledge Management System (KMS) is Broken.

There is information everywhere. It’s in our emails, notes, and office workspaces, primarily virtual ones like Slack and Teams. The sheer volume of information available when looking for content in a knowledge management system(KMS) might be intimidating. It gets even worse, as we often document information in other applications used…

January 11, 2023  ·   4 min read


Knowledge is power

Blue power button icon on white background. illustrator vector. Most of us are familiar with the proverb “Knowledge is power.” Francis Bacon is credited with writing it in his Meditationes Sacrae dated 1597. A saying from many centuries ago is still valid today. We construct our awareness of the world…

January 9, 2023  ·   3 min read


What is a question answering model, and how are these models useful?

Create enterprise efficiencies using Question Answering Models. Over the past few years, question answering has developed rapidly. Question Answering (QA) has come a long way over the last couple of years. QA is the task of answering questions (typically reading comprehension questions); QA models can retrieve the answer to a…

December 22, 2022  ·   3 min read

The critical role of data in AI and ML initiatives

Critical data needed for AI initiatives is lacking. Over the past few years, data has exploded, but getting the correct data is difficult. AI and ML are the most disruptive technology of our lifetime.  According to IDC’s AI Strategies View 2021 Survey— AI disrupters report a 39% improvement in customer…

December 16, 2022  ·   3 min read

What is unstructured data, and how can an enterprise benefit from it?

Over the past few years, data has exploded. It is projected that by 2025, data will grow to over 180 zettabytes globally. Yes, you read that correctly, zettabytes. In the world of big data, most of that data is unstructured. Unstructured data can be anything, including media, imaging, audio, sensor…

December 8, 2022  ·   4 min read


Build Haystack QA pipeline to improve search results

Introduction In this article, we will learn how to build a question-answering (QA) system with the Haystack model using text data from our Developer portal as the knowledge base. Let’s see how we can improve the current search capabilities of the portal with this QA system. Suppose you need to become…

December 1, 2022  ·   11 min read


Understanding Question Answering

At the end of this article you will have an understanding of what Question Answering (QA) is, types of QA models and how they work. Introduction Remember when you were in high school, in English exams, you would have a section where you were expected to read a passage and…

November 15, 2022  ·   5 min read

What part does a Data Scientist play in an AI initiative?

If you are looking to start an AI initiative, your enterprise should understand data science and the importance of this highly specialized field. The future of successful business depends on artificial intelligence and machine learning. According to a recent IDC Perspective, “How Does Data Culture Drive Enterprise Intelligence,” 83% of…

October 27, 2022  ·   4 min read


Six useful resources to support your AI Data Science learning journey

If you want to learn data science in 2022 and are looking for the best resources such as tutorials, online courses, and websites, then you have come to the right place. Data Scientists are in high demand. Data scientists create algorithms designed to learn patterns and correlations from data, which…

September 6, 2022  ·   5 min read

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