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What are the Benefits of Data Annotation?

Smart Data Collective

A number of new applications are making machine learning technology more robust than ever. One extremely innovative and far-reaching advancement can be seen in the form of an annotation tool platform (such as that which is offered by Kili Technology). What is the relation of data and image annotation to machine learning?

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Data Labeling Improves Machine Learning & AI Efficiency

Smart Data Collective

Simply put, data labeling involves annotating data to instruct a model on how to do the same. Tools for labeling data (also known as data annotation ) using AI offer a formal framework for annotation. This makes annotations more effective and reliable, resulting in more accurate models.

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8 tips for unleashing the power of unstructured data

CIO

Organizations that become skilled in tapping these vast information resources can gain a significant advantage in delivering actionable insights to key business processes. Workhuman has a linguistics team that is responsible for data annotation, augmentation, and validation to deal with some of these issues. “We

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Expectations vs. reality: A real-world check on generative AI

CIO

For example, a quarter of IT decision-makers in Foundry’s 2023 AI Priorities Study are piloting gen AI technologies, but only 20% have moved on to deployment. But that may be as much about protecting any competitive advantage as it is about any lack of success.

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5 AI Tools for Rocking Business Presentations

Smart Data Collective

There are a lot of articles on making presentations about AI technology , such as this article from Medium. AI technology has turned the process for coordinating conventional business meetings on its head. Custom markers and annotations can help emphasize specific points or locations. The advantage? It’s a win-win.

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AI Offers Powerful Insights into Video Content Production

Smart Data Collective

AI, language processing, and deep learning are three major technologies that affect streaming services. Modern technology allows us to create automated actions, trigger real-time graphics, analyze audio, monitor social media sentiment and auto-sharing. The first program that actually uses AI technology is Transcriptive AI.

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How Can Marketing Teams Leverage Data Analytics for Digital Asset Management

Smart Data Collective

Sensible companies need to know how to properly utilize data analytics to take full advantage of all of their digital resources. However, while most marketing leaders either have access to this technology or plan on acquiring it, many of them are not realizing its full potential. So, how can they go about maximizing this potential?