How Augmented Machine Learning is Democratizing Data Science

San Francisco – October 2019

TAZI is recognized as one of the Example Vendors of Citizen Data Science and Machine Learning Platforms (Automated Modeling) by Gartner

TAZI, the leading provider of business expert understandable and usable, continuous automated machine learning software, has been recognized as one of the Example Vendors of Citizen Data Science Machine Learning Platforms (Automated Modeling) by Gartner in August 2019. According to the report “How Augmented Machine Learning is Democratizing Data Science”, “augmented analytics has emerged as one of the most transformational innovations in data science and machine learning.” In addition, “in recent years, a new type of DSML platform has emerged focused primarily on citizen data scientists (CDSs) that offers a modeling capability that can automate most of the ML process for specific use cases. Using these platforms, a CDS inputs data and specifies the prediction (problem data scientist would like to solve), and a model is automatically generated that can start making inferences.”

The report further states “Augmented DSML enables organizations to bring sophisticated data science to bear on key problems without needing the same critical mass of expert data science talent. Much of the ability and knowledge of the average expert data scientist is baked into the solution.”

At TAZI, we provide not only the importance of variables in the machine learning system, but also interactive interfaces so that the business users can monitor their data, machine learning models, and data together with the models. They can also monitor different trends. Finally, business users are able to take actions right at the explanation interfaces.

Gartner subscribers can access the report here: https://www.gartner.com/doc/3956825

Gartner, How Augmented Machine Learning is Democratizing Data Science, Jim Hare, et al, 29 August 2019

About TAZI

Founded by Caltech and MIT alumni and experienced couple Zehra and Tanju Cataltepe, TAZI’s core product is an automated machine learning platform which is being utilized in a number of industries, including insurance, finance and retail. TAZI’s products are changing the way AI is used in these businesses. Among other benefits, Tazi’s solutions stand out for the following reasons:

  • TAZI is machine learning that can be used directly by business experts, not data scientists,
  • TAZI can learn from heterogeneous streaming data, featuring continuous learning, and explainability,
  • By drastically reducing the time it takes to build models, TAZI helps business experts in implementing enterprise-wide AI that leverages an ecosystem of models working together to benefit every aspect of the business.
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