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Google is a Leader in the 2024 Gartner® Magic Quadrant™ for Cloud AI Developer Services

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For the fifth consecutive year, Gartner® has named Google as a Leader in the Magic Quadrant™ for Cloud AI Developer Services (CAIDS). We believe this is a testament to our history of offering innovative AI products and delivering continuous improvement for our customers. Download the complimentary 2024 Gartner Magic Quadrant™ for Cloud AI Developer Services …

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The Role of Verbal Fluency in Voice User Interfaces

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The rapid advancement of Voice User Interfaces (VUIs) has underscored the importance of verbal fluency in the realm of digital interaction. But how does verbal fluency influence the usability and efficacy of a VUI (Voice user Interface)? Photo by Icons8 Team on Unsplash Verbal fluency, the ability to think of words quickly and efficiently, is paramount …

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Build private and secure enterprise generative AI apps with Amazon Q Business and AWS IAM Identity Center

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As of April 30, 2024 Amazon Q Business is generally available. Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems. Your employees can access enterprise content securely and privately using web applications built with …

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Long document summarization with Workflows and Gemini models

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With generative AI top of mind for both developers and business stakeholders, it’s important to explore how products like Workflows, Google Cloud’s serverless execution engine, can automate and orchestrate large language model (LLM) use cases. We recently covered how to orchestrate Vertex AI’s PaLM and Gemini APIs with Workflows. In this blog, we illustrate how …

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Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction

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Sleep staging is a clinically important task for diagnosing various sleep disorders but remains challenging to deploy at scale because it requires clinical expertise, among other reasons. Deep learning models can perform the task but at the expense of large labeled datasets, which are unfeasible to procure at scale. While self-supervised learning (SSL) can mitigate …

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How fintech innovation is driving digital transformation for communities across the globe  

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To meet the demands of today’s consumers, enterprises must be continuously innovating. But innovation doesn’t happen in silos. Fintechs, for example, have been transformational for the financial services industry, from democratizing finance to establishing digital currencies that revolutionized the way that we think of money.   As fintechs race to keep up with the needs of …

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Develop and train large models cost-efficiently with Metaflow and AWS Trainium

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This is a guest post co-authored with Ville Tuulos (Co-founder and CEO) and Eddie Mattia (Data Scientist) of Outerbounds. To build a production-grade AI system today (for example, to do multilingual sentiment analysis of customer support conversations), what are the primary technical challenges? Historically, natural language processing (NLP) would be a primary research and development …

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Transforming customer feedback: analyzing audio customer reviews with BigQuery ML’s speech-to-text

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BigQuery’s integrated speech-to-text functionality offers a powerful tool for unlocking valuable insights hidden within audio data. This service transcribes audio files, such as customer review calls, into text format, making them ready for analysis within BigQuery’s robust data platform. By combining speech-to-text with BigQuery’s analytics capabilities, you can delve into customer sentiment, identify recurring product …

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Top 5 Healthcare Chatbot Uses Cases & Examples 2023

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The global healthcare chatbots market accounted for $116.9 million in 2018 and is expected to reach a whopping $345.3 million by 2026, registering a CAGR of 14.5% from 2019 to 2026. Take a moment. Let that sink in. Over the last couple of years, especially since the onset of the COVID-19 pandemic, the demand for chatbots in …

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