Brain

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Overview

Brain is a software platform that automates all the data science tasks of building and training a predictive model based on neural network. Brain stands out from the competition by providing ease of use, outstanding prediction performance and unique decisions interpretability within a single platform.

Key Features

-EASE OF USE

Deploying a Deep Learning solution is highly complex and usually requires a data scientist team not necessarily in phase with operational team expectations. To solve this, DreamQuark automates all data pre-processing tasks including data formatting, identification of variables transformation and models training. Without any Data Science skills and within few clicks, business experts can now create powerful AI business application which can be easily integrated in any existing IT system through APIs.

-PERFORMANCE

Brain leverages breakthrough proprietary Deep Learning which benefits from years of in-house research and development. In addition of being outperforming and providing fast prediction, DreamQuark algorithms can identify hidden relations within the data which remain invisible to other solutions. On top of that, Brain can handle structured data as well as unstructured data from images and audio.

-EXPLAINABILITY

DreamQuark’s Brain solution avoids the “black box” effect by providing users with transparent explanations for every single decision the platform makes: users can easily understand what was important to create the model and identify any bias. Brain tracks any changes in models & data and empowers business experts to comply with existing and future regulations (such as GPDR).