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

AWS Machine Learning

This post focuses on evaluating and interpreting metrics using FMEval for question answering in a generative AI application. FMEval is a comprehensive evaluation suite from Amazon SageMaker Clarify , providing standardized implementations of metrics to assess quality and responsibility. Question Answer Fact Who is Andrew R.

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How Amp on Amazon used data to increase customer engagement, Part 1: Building a data analytics platform

AWS Machine Learning

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. Business intelligence (BI) and analytics.

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100+ Customer Experience Stats to Prepare for 2023

CCNG

Marketing Metrics, 2010) Increasing customer retention rates by 5% increases profits anywhere from 25% to 95%. CCMC, 2017) Customer Experience Metrics and Data Learn how to measure Customer Experience 21% of companies have developed their own KPIs to track customer experience. over the last two years, 2.4 IDC, 2022).

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How to set up a customer education program from scratch 

ChurnZero

It can make you excited, insecure, confused, worried, and entertained at the same time. To show correlation between education and customer success, track education metrics like course enrollments, course completions, and education program satisfaction, using tools such as your LMS analytics and surveys.

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Survey Design – Best Practices

Lumoa

How much money did you spend on entertainment last month?”. For example, how often do they access a particular service (Google Analytics), or how much do they purchase (CRM), etc. Metric Selection: Optimize for impact within the organization. Metric selection. Principles of Survey Design.

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Monthly Update: Turbocharge Your Contact Center with Cloud-Based Cisco Webex Contact Center

Cisco - Contact Center

This month, I’m highlighting some of the exciting features we’ve introduced with Webex Contact Center , our versatile contact center as a service (CCaaS) for small and large contact centers, trusted by leading financial, healthcare, retail, and entertainment companies around the world. Make Smarter Decisions with Webex Workforce Optimization.

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Boost Stadiums with Oracle EPM: Elevate Fan Experience and Ops

CSM Magazine

In the high-stakes world of sports and entertainment, the right technology can turn game day into an unforgettable experience. That’s where Oracle Cloud EPM comes into play, providing a level of agility stadium operators require to keep up with the dynamic nature of sports and entertainment events.