Integrio Systems

Data science, particularly Machine Learning (ML), is gaining increasing popularity. The substantial interest in this area is due to its successful application for managing a variety of important practical problems. One of the most promising and important branches of data science is clustering, - an ML technique that groups objects (clusters) based on their similarity, ensuring that the most similar objects are placed within the same cluster. In this article, our Data Science specialist, Max Liul, considers some of the most popular ML families of clustering algorithms and provides you with examples of building algorithms before implementing them into existing Machine Learning techniques. https://lnkd.in/eJ8Wp4a2

Medical apps support patients and people with health issues and requests all over the world and Canada is not an exception. In this article, our specialists described the way of creating medical apps in Canada, with specifics of local laws and regulations with suggestions that can help clinics or investors at the development stage. https://lnkd.in/ejpa2Qwq

Artificial Intelligence is truly everywhere and Travel Industry is not an exception. Our Data Science specialist explored the implementation of AI in travel platforms and described in detail some crucial real-life examples. We hope you’ll like it https://lnkd.in/eJ8Wp4a2

Wishing you love, peace, and prosperity. Merry Christmas! We look forward to 2024 with confidence and optimism. New milestones, new projects, new collaborations — all aimed at growing on a solid foundation of expertise, partnership, and mutual effort. Let’s make the next year the time for joint success and non-stop innovation. Thanks for being with us on this journey – and let’s enjoy the ride together!

𝐔𝐧𝐜𝐨𝐯𝐞𝐫𝐢𝐧𝐠 𝐎𝐯𝐞𝐫𝐥𝐨𝐨𝐤𝐞𝐝 𝐓𝐞𝐜𝐡 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧𝐬 𝐨𝐟 𝟐𝟎𝟐𝟑 New technologies have the power to disrupt industries, grow economies, improve lives and safeguard the planet – if designed, scaled and deployed responsibly. As a software development company, Integrio Systems has great experience in creating patented solutions and responsibly implementing them in different types of businesses. The 2023 year presented us with a lot of new technology innovations and trends so we decided to sum up for our followers the most important of them and let’s compare them with trends of 2024 ✔ Flexible batteries Powering wearable technologies for healthcare and e-textiles. ✔Generative artificial intelligence Expanding the boundaries of human endeavor. ✔Designer phages Engineering viruses to augment human, animal and plant health. ✔Metaverse for mental health Shared virtual spaces to improve mental health. ✔Wearable plant sensors Revolutionizing agricultural data collection to feed the world. ✔Spatial omics Molecular-level mapping of biological processes to unlock life’s mysteries. ✔Flexible neural electronics Better engineered circuits to interface with the nervous system. ✔Sustainable computing Designing and implementing net-zero-energy data centers ✔AI-facilitated healthcare New technologies to improve the efficiency of healthcare systems. Hope you’ve found this information as interesting as we are

How can quick-service restaurants use predictive analytics to leave their competitors behind? Integrio is an experienced AI/ML software vendor with a number of successful case studies and unique patented solutions. In this article, we want to share our expertise and discuss use cases for QSRs and crucial steps to develop machine learning models. https://lnkd.in/eRSe3p73

Do you want to create a text-based application by implementing the best solutions of Threads and Twitter and adding some new features? If so, you are on the right track. In this article, we will tell you what functionality needs to be included and how much it costs to make a mobile app like Threads. https://lnkd.in/edkVHG-g

Clustering and Segmentation. These two terms are often used almost as synonyms, but this is not true. Clustering is more related to a statistical perspective while segmentation is about a business perspective. Imagine a Mac and the parts that make it up. So, we can segment the Mac but cluster the elements from which it is created. Still confused? Then keep reading our CTO’s Alex Ptashniy article https://lnkd.in/eR-CsEhP