DCS: NovaML

The main articles are:

• Business Intelligence Definition
• SaaS - History. Philosophy. Development drivers
• Data management
• Data mining Data mining
• Data Quality Management
• Machine Learning

NovaML cloudy no-code is a platform that allows you to fully automate the process (machine learning AutoML) without the need to write code and have skills in. programming The platform performs the full range of work necessary to create and implement predictive models in. business processes NovaML provides automated analysis, processing and cleaning, data auto-fill missing values, selection and optimization of models, interpretation of results. The construction of predictive models predictive analysis and occur without involvement. date scientists

2021

Inclusion of computer programs in the register

In December 2021, the product was registered in the register of computer programs.^[1]

Running the first version of NovaML

In 2021, the first version of the NovaML platform was launched, the mechanism for registering and approving new users was deployed, the product was containerized for the possibility of "departure" on other cloud sites (outside AWS).

2020

Intelligent Gap Filling Module

In the second half of 2020, a module for intelligent filling of gaps in data using machine learning was added.

Start of development

In 2020, the development of the NovaML analytical platform for building predictive models without writing code was launched: data preprocessing, feature engineering modules were created, model selection and training and graphical data analysis modules were assembled, an interface and landing were formed, a link between the interface and the back-end engine, the platform was deployed at AWS capacities.