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How DPG Media uses Amazon Bedrock and Amazon Transcribe to enhance video metadata with AI-powered pipelines

AWS Machine Learning - AI

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. Variability in content volume – They offer a range of content volume, from single-episode films to multi-season series.

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Generative AI is pushing unstructured data to center stage

CIO

Unlike that energy company, many organizations have yet to feel an urgency to capitalize on the value of their vast reservoirs of unstructured data. After all, we in the information management and technology industry have talked at length about unstructured data since “Big Data” was big news more than a decade ago.

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Understanding Big Data’s Big Impact

CTOvision

The goal and promise of big data and analytics is to illuminate the habits, trends and behaviors of customers and clients in all industries of the business world in hopes of better marketing, advertising, and providing an overall more personal shopping experience. Decisions that can at times be wrong due to human error.

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Recommender Systems: Behind the Scenes of Machine-Learning-Based Personalization

Altexsoft

You’ll learn about the types of recommender systems, their differences, strengths, weaknesses, and real-life examples. Personalization and recommender systems in a nutshell. Primarily developed to help users deal with a large range of choices they encounter, recommender systems come into play. Amazon, Booking.com) and.

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Artificial Intelligence 101: What It Is, Its Evolution and Potential Jobs

Apiumhub

AI involves the use of systems or machines designed to emulate human cognitive ability, including problem-solving and learning from previous experiences. Artificial intelligence refers to the ability of machines and computer systems to perform tasks that would traditionally require human intelligence.

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Data Movement in Netflix Studio via Data Mesh

Netflix Tech

From the moment a Netflix film or series is pitched and long before it becomes available on Netflix, it goes through many phases. However, it is paramount that we validate the complete set of identifiers such as a list of movie ids across producers and consumers for higher overall confidence in the data transport layer of choice.

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Ground truth curation and metric interpretation best practices for evaluating generative AI question answering using FMEval

AWS Machine Learning - AI

Ground truth data in AI refers to data that is known to be true, representing the expected outcome for the system being modeled. By providing a true expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.