article thumbnail

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 352
article thumbnail

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 325
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

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
article thumbnail

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
article thumbnail

How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Key takeaways include: How to start building metrics understanding & empathy on your team 📊 How to choose and implement tooling to build in a more data-driven way 🔐 Crawl → Walk → Run framework for kickstarting your experimentation journey 🚀 What “good” actually looks like at scale 📈 You don't want to miss out!

article thumbnail

4 Types of Distance Metrics in Machine Learning

Analytics Vidhya

Distance metrics are a key part of several machine learning algorithms. These distance metrics are used in both supervised and unsupervised learning, generally to. The post 4 Types of Distance Metrics in Machine Learning appeared first on Analytics Vidhya.

article thumbnail

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 135
article thumbnail

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- (..)

article thumbnail

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

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.

article thumbnail

User-Centered Development: The Importance of User Empathy to Build the Right Thing

Speaker: Jesse Walker, Product Manager at Canva

It allows us to see our work in terms of the real problems it helps solve, rather than simply the metrics it helps move. In order to build the right thing, we must first build collective empathy for our users. Join Jesse Walker, Product Manager at Canva, as he shares tips on how to build user empathy into everything you build.