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Build an air quality anomaly detector using Amazon Lookout for Metrics

AWS Machine Learning

This post shows you how to use an integrated solution with Amazon Lookout for Metrics and Amazon Kinesis Data Firehose to break these barriers by quickly and easily ingesting streaming data, and subsequently detecting anomalies in the key performance indicators of your interest. You don’t need ML experience to use Lookout for Metrics.

Metrics 68
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Trusted Voice Analytics Software of 2022

JustCall

The top 10 trusted voice analytics software of 2022 are shown below. Contact centers may enhance important business metrics across all client touchpoints by utilizing Observe.AI Users: CEO; Account Executive. These systems employ grammar, structure, syntax, and the construction of audio and voice signals to process voice.

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5 Skills and Traits Every Call Center Leader Should Have

Fonolo

In 2022, agent attrition is worse than ever. Agent Engagement Will Be Critical for Contact Centers in 2022. Building up performance metrics; delivering KPI reports. Industry Report: Contact Center Trends 2022. A call center leader should deliver encouragement and constructive criticism in a way that helps the agent grow.

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Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

AWS Machine Learning

When answering a new question in real time, the input question is converted to an embedding, which is used to search for and extract the most similar chunks of documents using a similarity metric, such as cosine similarity, and an approximate nearest neighbors algorithm. Filter down to keep the revenues of 2022 for each of them.

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Efficient continual pre-training LLMs for financial domains

AWS Machine Learning

News CommonCrawl SEC Filing Coverage 2016-2022 1993-2022 Size 25.8 The primary limitation of TACP lies in constructing task-specific LLMs instead of foundation LLMs, owing to the sole use of unlabeled task data for training. ETS-DACP-com is similar to DACP with data selection by averaging all three metrics.

Finance 90
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Deploy large language models for a healthtech use case on Amazon SageMaker

AWS Machine Learning

Overall, $384 billion is projected as the cost of pharmacovigilance activities to the overall healthcare industry by 2022. BERT is trained on sequences where some of the words in a sentence are masked, and it has to fill in those words taking into account both the words before and after the masked words. BioBERT with HPO 0.89

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How to Set Industry NPS Benchmarks and Why It Matters

Lumoa

A Net Promoter Score (NPS) is a metric used to measure customer loyalty and satisfaction. An NPS score is a valuable metric to track customer sentiment, and it can help businesses improve customer loyalty, boost sales, and improve customer satisfaction. So, without further ado… Why is NPS important?