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

Mantium is now available on the Amazon Web Services Marketplace

At Mantium, our goal is to bring AI to the masses, so you can quickly develop AI and then deploy an application that is useful to your enterprise.  With this goal in mind, we are now listed on the Amazon Web Services (ASW)  Marketplace.  With our availability on AWS, we…

September 13, 2022  ·   2 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

Mantium completes SOC 2 Type 2 audit for Data Security Standards

Because enterprises need to process sensitive and confidential business data using cloud-based services, they must ensure their data is safe. At Mantium, data security is at the forefront of everything we do. We are pleased to share that we completed the System and Organization Controls (SOC) 2 Type 2 Data Security…

August 11, 2022  ·   3 min read

Transformer Model DistilBERT: All you need to know

The groundbreaking capabilities of transformer models have created an explosion of alternatives. It can be daunting to sift through all the research papers to understand how the versions differ and what they can do. This post will cover  DistilBERT, a “distilled” version of BERT, one of the leading transformer models…

July 19, 2022  ·   5 min read

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