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Democratize data for timely decisions with text-to-SQL at Parcel Perform

AWS Machine Learning Blog

This day-to-day data from multiple business units lands in relational databases hosted on Amazon Relational Database Service (Amazon RDS). Parcel Perform uses an Apache Kafka cluster managed by Amazon Managed Streaming for Apache Kafka (Amazon MSK) as the stream to move the data from the source to the S3 bucket.

SQL
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How Nippon India Mutual Fund improved the accuracy of AI assistant responses using advanced RAG methods on Amazon Bedrock

Flipboard

However, in a large enterprise scenario with a large number of relevant documents, the final response is generated based on only the top 5 or top 10 results provided by the database. The database provides the top results that are close to the user query. The new answer is stored in the database cache.

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Maximizing your event-driven architecture investments: Unleashing the power of Apache Kafka with IBM Event Automation

IBM Journey to AI blog

At the forefront of this event-driven revolution is Apache Kafka, the widely recognized and dominant open-source technology for event streaming. It offers businesses the capability to capture and process real-time information from diverse sources, such as databases, software applications and cloud services.

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Real-time artificial intelligence and event processing  

IBM Journey to AI blog

Artificial intelligence is also key for businesses, helping provide capabilities for both streamlining business processes and improving strategic decisions. Events as fuel for AI Models: Artificial intelligence models rely on big data to refine the effectiveness of their capabilities.

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Streaming Machine Learning Without a Data Lake

ODSC - Open Data Science

Be sure to check out his talk, “ Apache Kafka for Real-Time Machine Learning Without a Data Lake ,” there! The combination of data streaming and machine learning (ML) enables you to build one scalable, reliable, but also simple infrastructure for all machine learning tasks using the Apache Kafka ecosystem.

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22 Widely Used Data Science and Machine Learning Tools in 2020

Analytics Vidhya

Overview There are a plethora of data science tools out there – which one should you pick up? Here’s a list of over 20. The post 22 Widely Used Data Science and Machine Learning Tools in 2020 appeared first on Analytics Vidhya.

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Exploring Database Management Systems in Social Media Giants

Pickl AI

Summary: This article highlights the significance of Database Management Systems in social media giants, focusing on their functionality, types, challenges, and future trends that impact user experience and data management. It is an intermediary between users and the database, allowing for efficient data storage, retrieval, and management.