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Get to Know All About Evaluation Metrics

Analytics Vidhya

Introduction Evaluation metrics are used to measure the quality of the model. Selecting an appropriate evaluation metric is important because it can impact your selection of a model or decide whether to put your model into production. The mportance of cross-validation: Are evaluation metrics […].

Metrics 397
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Quantitative Metrics Simplified for Language Model Evaluation

Analytics Vidhya

Language models’ evaluation is crucial to validate their performance, quality and to ensure the production […] The post Quantitative Metrics Simplified for Language Model Evaluation appeared first on Analytics Vidhya.

Metrics 159
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Getting started with Kafka client metrics

IBM Big Data Hub

One key advantage of opting for managed Kafka services is the delegation of responsibility for broker and operational metrics, allowing users to focus solely on metrics specific to applications. With Kafka, monitoring typically involves various metrics that are related to topics, partitions, brokers and consumer groups.

Metrics 99
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Top 15 Warehouse KPIs & Metrics For Efficient Management 

datapine

With the help of the right logistics analytics tools, warehouse managers can track powerful metrics and KPIs and extract trends and patterns to ensure everything is running at its maximum potential. Making the use of warehousing metrics a huge competitive advantage. That is where warehouse metrics and KPIs come into play.

Metrics 217
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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Greg Loughnane and Chris Alexiuk in this exciting webinar to learn all about: How to design and implement production-ready systems with guardrails, active monitoring of key evaluation metrics beyond latency and token count, managing prompts, and understanding the process for continuous improvement Best practices for setting up the proper mix of open- (..)

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5 key metrics for IT success

CIO Business Intelligence

IT leaders are drowning in metrics, with many finding themselves up to their KPIs in a seemingly bottomless pool of measurement tools. There are several important metrics that can be used to achieve IT success, says Jonathan Nikols, senior vice president of global enterprise sales for the Americas at Verizon. Here they are.

Metrics 140
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What Makes a Metric a KPI?

David Menninger's Analyst Perspectives

How does your organization define and display its metrics? I believe many organizations are not defining and displaying metrics in a way that benefits them most. A number, by itself, does not provide any indication of whether the result is good or bad.

Metrics 277
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Customer Experience Management: Optimizing Your Strategy for Financial Success

Speaker: Diane Magers, Founder and Chief Experience Officer at Experience Catalysts

She’ll explore how to pinpoint, measure, and attain benefits such as increased revenue per customer, call reduction, reduced attrition, referral growth, and reduced cost-to-serve through CX improvements, all while actively engaging your customers.

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Monitoring AWS Container Environments at Scale

Key metrics to monitor when leveraging two container orchestration systems. How you can collect all of those metrics and get full-stack visibility into containerized environments.

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9 Developer Enablement Practices to Achieve DevOps at Enterprise Scale

In this eBook, Christian Oestreich, a senior software engineering leader with experience at multiple Fortune 500 companies, shares how a metrics-driven mindset can dramatically improve software quality and enable DevOps at enterprise scale.

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Address the Challenges of Siloed Monitoring Tools

Key metrics businesses can use to measure the success and business impact of their monitoring tool consolidation initiative. In this whitepaper, you will learn: The required capabilities for successful monitoring tool consolidation (irrespective of specific solutions or platforms). How Datadog helps businesses with tool consolidation.

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Cloud-Scale Monitoring With AWS and Datadog

Find out the key performance metrics for each service to track in order to ensure workloads are operating efficiently. In this eBook, find out about the benefits and complexities of migrating workloads to AWS, and dive into services that AWS offers for containers and serverless computing.

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Prioritizing Customer Experience Using SLIs & SLOs: A Case Study from The Telegraph

There was a time when technology managers needed to actively monitor these kinds of granular metrics, but today, these alerts just create distracting noise. Getting constant alerts that something is broken with your product, despite there being nothing wrong. Alert fatigue is a real thing.

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Best Practices for a Marketing Database Cleanse

This buyers guide will cover: Review of important terminology, metrics, and pricing models related to database management projects. Download ZoomInfo’s latest data-driven eBook aimed to help marketing leaders understand the best practices around choosing a B2B contact data provider.

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A PM’s Guide to Forging an Outcome-Driven Product Team

Speaker: Kim Antelo, Transformation Coach

She will also discuss: The overlap between HEART and Pirate AAARRR metrics. In this webinar, Transformational Coach Kim Antelo will walk through a case study of a healthcare company with lofty OKRs, but with little tie-back to the product performance. The pitfalls and methods for overcoming the pressures to "delivering more features".