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Cluster Management in Cassandra: Achieving Scalability and High Availability

Datavail

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. This distribution allows for efficient data retrieval and horizontal scalability.

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Multiclass Text Classification Using LLM (MTC-LLM): A Comprehensive Guide

Perficient

The system employs a large language model API to perform Natural Language Processing (NLP), classifying emails into primary intents such as “General Queries,” “Booking Issues,” or “Customer Complaints.” To achieve this, the dataset must contain balanced positive and negative samples for each classifier.

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Import a question answering fine-tuned model into Amazon Bedrock as a custom model

AWS Machine Learning - AI

To evaluate the question answering task, we use the metrics F1 Score, Exact Match Score, Quasi Exact Match Score, Precision Over Words, and Recall Over Words. The FMEval library supports out-of-the-box evaluation algorithms for metrics such as accuracy, QA Accuracy, and others detailed in the FMEval documentation.

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AWS empowers sales teams using generative AI solution built on Amazon Bedrock

AWS Machine Learning - AI

This modular structure provides a scalable foundation for deploying a broad range of AI-powered use cases, beginning with Account Summaries. This involves benchmarking new models against our current selections across various metrics, running A/B tests, and gradually incorporating high-performing models into our production pipeline.

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Striving for the Application Development Specialization with Google Cloud Platform

Perficient

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development. Applications are integrated with existing systems to ensure compatibility and performance.

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Empathetic Technology: The Future of Workplace DE&I?

Hacker Earth Developers Blog

This term covers the use of any tech-based tools or systems designed to understand and respond to human emotions. The kinds of things that count as empathetic technology include: Wearables that use physical metrics to determine a person’s mood. Customer service chatbots.

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Sponsored Post: InMemory.Net, Triplebyte, Etleap, Stream, Scalyr

High Scalability

Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill.