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Metrics Reloaded: The Oracle

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Manage episode 418752228 series 3474385
Contenido proporcionado por HackerNoon. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente HackerNoon o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.

This story was originally published on HackerNoon at: https://hackernoon.com/metrics-reloaded-the-oracle.
Ground truth and production metrics complement each others for ensuring performance.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-assistant, #performance-evaluation, #conversational-ai-agents, #ground-truth-metrics, #user-perceived-metrics, #user-reported-metrics, #data-points, #automated-lab-testing, and more.
This story was written by: @pmukherjee. Learn more about this writer by checking @pmukherjee's about page, and for more stories, please visit hackernoon.com.
Focus on how to obtain these metrics in a manner that is easy to use, accurate and actionable. Ground truth and production metrics complement each others for ensuring performance. These two metric pipeline should be used to improve each other. Metric collection from production should not affect degrading performance. Metrics should dictate what logs needed to be added. Logs should be harmless and simple. Metrics derivation and logs should be orthogonal. We discuss more details on scaling performance metrics infrastructure in the final part of the trilogy

  continue reading

400 episodios

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iconCompartir
 
Manage episode 418752228 series 3474385
Contenido proporcionado por HackerNoon. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente HackerNoon o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.

This story was originally published on HackerNoon at: https://hackernoon.com/metrics-reloaded-the-oracle.
Ground truth and production metrics complement each others for ensuring performance.
Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-assistant, #performance-evaluation, #conversational-ai-agents, #ground-truth-metrics, #user-perceived-metrics, #user-reported-metrics, #data-points, #automated-lab-testing, and more.
This story was written by: @pmukherjee. Learn more about this writer by checking @pmukherjee's about page, and for more stories, please visit hackernoon.com.
Focus on how to obtain these metrics in a manner that is easy to use, accurate and actionable. Ground truth and production metrics complement each others for ensuring performance. These two metric pipeline should be used to improve each other. Metric collection from production should not affect degrading performance. Metrics should dictate what logs needed to be added. Logs should be harmless and simple. Metrics derivation and logs should be orthogonal. We discuss more details on scaling performance metrics infrastructure in the final part of the trilogy

  continue reading

400 episodios

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