Antavira AutoML platform for predicting the probability of events

Main article: Big Data

2024: Antavira Platform Introduction

Russian An innovative AutoML platform has appeared on the market. ANTAVIRA It allows you to predict the likelihood of events based on historical events, data simplifying and reducing the cost of building predictive models. The developer announced this on December 10, 2024.

 The ANTAVIRA platform opens up additional opportunities to work with by data offering an affordable and intuitive online tool for building predictive models. The platform is aimed at a wide range of users thanks to the technology. no-code ML It allows not even those skilled in the art programming to predict the likelihood of events occurring using. algorithms machine learning

The platform is not tied to a specific area and is suitable for working with data from any, industries including,, finance, transport medicine public administration,,, and retail to the power engineering specialist science others. The user-friendly platform interface minimizes manual operation. It is enough to load two files: a selection with variables and a selection with targets. With the help of "one window," the user will be able to configure and run modeling. At the end of the calculations, the platform will generate result files that include the model formula.

In addition, the user can simultaneously run an unlimited number of experiments and set any sequence of modeling functions, limited only by logic and expediency. An important quality of ANTAVIRA is the ability to work with large amounts of data. The platform stably processes files of more than 30 GB unzipped and does not require the number of rows and columns of the project being downloaded. As part of internal tests, the team successfully used the platform to work with files up to 100 GB. At the same time, the platform is available from any device, including mobile phones.

The developers also focused on the economic component. Estimated capacities are dynamically scaled in the cloud based on user needs. Such a technical implementation allows you to reduce the cost of maintaining the platform and carry out charging only during operation, which reduces the cost of models for users.

ANTAVIRA is designed to make predictive modeling accessible and convenient. We see a huge potential for applying our platform in various industries: from business tasks to scientific research. ANTAVIRA is a tool that will allow users to focus on smart work rather than complex settings and waiting for results. We invite everyone to test the capabilities of our platform for free, "said Weichman Maria, founder of the company.