FAQs

What is the Data Capture Lab?

Unlike most general purpose AI frameworks, SensiML Analytics Toolkit includes a client application to make the process of collecting, labeling, and cleansing supervised ML datasets vastly easier, manageable, and scalable from most methods currently in use by developers. In fact, most developers faced with dataset creation and management resort to their own means as the

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How does SensiML use AutoML?

New AI algorithm automation tools like SensiML Analytics Toolkit allow developers with domain knowledge within their field of expertise, but little or no knowledge in the field of data science, to rapidly generate ML algorithms designed specifically for the microcontroller environment where they will run. SensiML’s toolkit solves this major challenge allowing teams lacking dedicated

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Does machine learning require programming?

Depending on your perspective, the answer is both no and yes. By definition, machine learning is the principle of providing systems an ability to learn and improve from experience without being explicitly programmed. In place of explicit code or instructions, such devices are ‘taught’ through the use of labeled training data applied to classifier models

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What is AutoML and what does it do?

Automated machine learning (AutoML), as the name suggests, is the automation of the process for constructing machine learning models. Its use is best illustrated by comparing it to the traditional means for constructing ML models. Without AutoML, the following tasks are left to the modeler to determine based on their understanding of the problem, desired

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