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Generating value from enterprise data: Best practices for Text2SQL and generative AI

AWS Machine Learning

In this post, we provide an introduction to text to SQL (Text2SQL) and explore use cases, challenges, design patterns, and best practices. Today, a large amount of data is available in traditional data analytics, data warehousing, and databases, which may be not easy to query or understand for the majority of organization members.

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Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

AWS Machine Learning

In this post, we explore the best practices and lessons learned for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock. Fine-tuning Anthropic’s Claude 3 Haiku has demonstrated superior performance compared to few-shot prompt engineering on base Anthropic’s Claude 3 Haiku, Anthropic’s Claude 3 Sonnet, and Anthropic’s Claude 3.5

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Achieving Excellence: Best Practices for Contact Center Performance and Quality Assurance

Hodusoft

Achieving Excellence: Best Practices for Contact Center Performance and Quality Assurance Whether you are an entrepreneur or a professional in the contact center industry or any other sector, you know that implementing best practices can enhance performance by leaps and bounds and drive success. They create them.”

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Best Practices for Growing Your Customer Support Team

TeamSupport

Consider some of these new roles in customer support team leadership: Content Creation Content Author: write new knowledge base content Curriculum Designer: create training curriculum and materials for self-paced and instructor led training Editor: ensure that the content is consistent in style, grammar, accuracy, and formatting UX Design Knowledge (..)

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How to Report and Analyze Like a Pro: 10 Best Practices for Reporting and Analytics in a Contact Center

NobelBiz

Importance of Reporting and Analytics in a Contact Center Reporting and analytics are one of the crucial components that help gain an accurate and sincere state of a contact center’s development. On the other hand, analytics refers to the use of advanced tools and techniques to analyze the collected data.

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

AWS Machine Learning

In this post, we discuss best practices for working with FMEval in ground truth curation and metric interpretation for evaluating question answering applications for factual knowledge and quality. When using LLMs as a judge, make sure to apply prompt safety best practices. Question Answer Fact Who is Andrew R.

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Driving advanced analytics outcomes at scale using Amazon SageMaker powered PwC’s Machine Learning Ops Accelerator

AWS Machine Learning

However, putting an ML model into production at scale is challenging and requires a set of best practices. Many businesses already have data scientists and ML engineers who can build state-of-the-art models, but taking models to production and maintaining the models at scale remains a challenge.

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