Evidently AI Tutorial-Open Source ML Models Monitoring and Observability
15.5 هزار بار بازدید -
11 ماه پیش
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Evidently is an open-source Python
Evidently is an open-source Python library for data scientists and ML engineers.It helps evaluate, test, and monitor data and ML models from validation to production. It works with tabular, text data and embeddings.
vidently helps evaluate and test data and ML model quality throughout the model lifecycle.
Code : https://colab.research.google.com/dri...
Evidently has a modular approach with 3 components: Reports, Test Suites, and a Monitoring Dashboard. They cover different usage scenarios: from ad hoc analysis to automated pipeline testing and continuous monitoring.
Evidently has a simple, declarative API and a library of in-built metrics, tests, and visualizations.
Timestamp:
00:00:00 Introduction
00:02:25 What is Evidently AI
00:05:25 Model Monitoring Using Evidently AI
00:14:17 Model Performance Check Using Evidently AI
00:25:53 Target Drift Using Evidently AI
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Support me by joining membership so that I can upload these kind of videos
@krishnaik06
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vidently helps evaluate and test data and ML model quality throughout the model lifecycle.
Code : https://colab.research.google.com/dri...
Evidently has a modular approach with 3 components: Reports, Test Suites, and a Monitoring Dashboard. They cover different usage scenarios: from ad hoc analysis to automated pipeline testing and continuous monitoring.
Evidently has a simple, declarative API and a library of in-built metrics, tests, and visualizations.
Timestamp:
00:00:00 Introduction
00:02:25 What is Evidently AI
00:05:25 Model Monitoring Using Evidently AI
00:14:17 Model Performance Check Using Evidently AI
00:25:53 Target Drift Using Evidently AI
-------------------------------------------------------------------------------------------------------------
Support me by joining membership so that I can upload these kind of videos
@krishnaik06
------------------------------------------------------------------------------------------------------------------------------
►Data Science Projects:
Now you Can Crack Any ML Interviews- ...
►Learn In One Tutorials
Statistics in 6 hours: Complete Statistics For Data Science ...
Machine Learning In 6 Hours: Complete Machine Learning In 6 Hours|...
Deep Learning 5 hours : Deep Learning Indepth Tutorials In 5 ...
►Learn In a Week Playlist
Statistics:Live Day 1- Introduction To statistic...
Machine Learning : Announcing 7 Days Live Sessions On Ma...
Deep Learning:5 Days Live Deep Learning Community S...
NLP : Announcing NLP Live community Sessions
►Detailed Playlist:
Python Detailed Playlist: Complete Road Map To Be Expert In Pyt...
Python playlit in Hindi: Tutorial 1- Python Overview in Hindi
Stats For Data Science In Hindi : Starter Roadmap For Learning Statisti...
Machine Learning In English : Complete Road Map To Be Expert In Pyt...
Machine Learning In Hindi : Introduction To Machine Learning Algo...
Complete Deep Learning: Why Deep Learning Is Becoming So Popu...
11 ماه پیش
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