Day6 Data Drift With Evidently

MLOps Production Ready Machine Learning Project Welcome to our comprehensive guide on creating a production-ready ...

Code example: https://github.com/evidentlyai/ml_observability_course/tree/main/module5/airflow_conditional_checks 00:00 ...

0:14 What is

00:12 What is a text descriptor? 00:28 Example descriptors for evaluating text

Evidently

GitHub Repo: https://github.com/RamuNalla/CICD_for_ML_Practice.

Code example: https://github.com/evidentlyai/ml_observability_course/tree/main/module5/prefect_sequential_checks 00:00 ...

Data drift

https://github.com/evidentlyai/

Over time, our AI predictions degrade. Full Stop. Whether it's concept

00:12 What are embeddings? 00:55 Monitoring embedding distribution

00:08 - What is concept

machinelearning #ai #industry The ML models that are running in the production need to be monitored. Why? Because

https://docs.evidentlyai.com/tutorial 0:00 Installation 2:56 imports 4:02 Input data 5:16

In this tutorial, we will explore model maintenance, its significance, and how to effectively manage your models over time. You'll ...

Varun Mallya is going to talk about adding

GitHub: https://github.com/evidentlyai/

Full Course HERE https://community.superdatascience.com/c/mlops-from-zero-to-hero In this tutorial, we explore