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Technological advancements in sensors, AI, and processing power have propelled robot navigation to new heights in the last several decades. To take robotics to the next level and make them a regular part of our lives, many studies suggest transferring the natural…
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Recommendation Systems Current ML models can recommend similar products, but how about complementary? In the domain of AI Recommendation Systems, Machine Learning models have been heavily used to recommend similar samples, whether products, content or even suggesting similar contacts. Most of these pre-trained models are open-source and can be used without training a model…
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Natural Language Processing (NLP) is a fascinating field that bridges the gap between human communication and machine understanding. One of the fundamental steps in NLP is text preprocessing, which transforms raw text data into a format that can be effectively analyzed and utilized by algorithms. In this blog, we’ll delve into three essential NLP…
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Medical data extraction remains a significant hurdle, with the sector requiring 7.7x more administrative workers than other industries. Automating healthcare data extraction can help healthcare providers reduce operational spending and streamline their processes while improving patient care. These systems capture and extract crucial information from a variety of medical documents—patient records, insurance…
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In today's data-driven world, forms are everywhere, and form data extraction has become crucial. These documents collect information efficiently but often require manual processing. That's where intelligent document processing (IDP) comes in. IDP leverages OCR, AI, and ML to automate form processing, making data extraction faster and more accurate than traditional methods. It's not…
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For both new and existing businesses, standing out from the crowd is more critical than ever. With so much competition, you have to work harder to differentiate yourself and encourage engagement.
One powerful and overlooked strategy involves using promotional products. While they may initially seem like an unnecessary expense, they have many great…
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Image by Author | Midjourney & Canva
KDnuggets' sister site, Statology , has a wide range of available statistics-related content written by experts, content which has accumulated over a few short years. We have decided to help make our readers aware of this great resource for statistical, mathematical, data science, and programming…
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The research on vision-language models (VLMs) has gained significant momentum, driven by their potential to revolutionize various applications, including visual assistance for visually impaired individuals. However, current evaluations of these models often need to pay more attention to the complexities introduced by…
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Hungarian Algorithm in Action! Image by author.This article provides a step-by-step example of how the Hungarian algorithm solves the optimal assignment problem on a graph The reason I am writing this article is because I struggled for a few days to understand how the Hungarian Algorithm works on a graph. The matrix version is…
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Smart cities are pinnacles of technological and environmental innovation. In the age of artificial intelligence (AI), smart tech and the Internet of Things (IoT) will become more competent. This is pivotal in cleaning urban air, which is laden with pollutants and causing health concerns. How is AI bringing breaths of fresh air to cities? …