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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 361
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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 328
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Partial AUC Scores: A Better Metric for Binary Classification

Analytics Vidhya

Unlike traditional AUC scores, partial AUC scores concentrate on a specific region of the ROC (Receiver Operating Characteristic) curve, offering a more detailed evaluation of the model’s […] The post Partial AUC Scores: A Better Metric for Binary Classification appeared first on Analytics Vidhya.

Metrics 264
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Master Metrics with Kyligence Zen

David Menninger's Analyst Perspectives

Analytics processes are all about how organizations use data to create metrics that help manage and improve operations. Organizations can also do a better job tying AnalyticOps to DataOps and do more to define and manage metrics. Yet, the discipline applied to analytics processes seems to be lacking compared to data processes.

Metrics 147
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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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Evaluation Metrics With Python Codes

Analytics Vidhya

The post Evaluation Metrics With Python Codes appeared first on Analytics Vidhya. Introduction The basic idea of building a machine learning model is to assess the relationship between the dependent and independent variables. In doing so, we need to optimize the model performance.

Metrics 237
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A Tour of Evaluation Metrics for Machine Learning

Analytics Vidhya

A Tour of Evaluation Metrics for Machine Learning After we train our. The post A Tour of Evaluation Metrics for Machine Learning appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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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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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.

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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".

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What E-Commerce Performance Metrics Are CTOs Monitoring?

In this eBook, Danny Miles, CTO of Dollar Shave Club, reveals an efficient framework for thinking about and prioritizing the performance metrics that matter most to him, providing a blueprint for fellow e-commerce CTOs to follow as they evaluate their own business.