How to Monitor Machine Learning Models (Evidently AI)
In this video, I will provide a walkthrough on how to use this free and open source Python library known as Evidently AI to monitor your machine learning models. Particularly, I will show how you will be able to visualize model performance and identify potential data drifts. Why monitor your machine learning models? Because you can gain insights on what breaks your model (e.g. problematic features?). Note: This video is not sponsored. 🌟 Join as a Channel Member to support us: / @dataprofessor Evidently AI Website https://evidentlyai.com/ Evidently AI GitHub https://github.com/evidentlyai/evidently 🌟 Download Kite for FREE https://www.kite.com/get-kite/?utm_me... ⭕ Watch this video next: How to Master Python for Data Science • How to Master Python for Data Science ⭕ Support my work: 🌟 Subscribe to the Coding Professor channel / @codingprofessor 🌟 Subscribe to the Data Professor https://www.youtube.com/dataprofessor... 🌟 Join the Newsletter of Data Professor http://newsletter.dataprofessor.org 🌟 Buy me a coffee https://www.buymeacoffee.com/dataprof... ⭕ Recommended Books: 🌟https://kit.co/dataprofessor ✅ Python Basics: A Practical Introduction to Python 3 https://amzn.to/3awdWgm ✅ Learn Python Programming (The no-nonsense, beginner's guide) https://amzn.to/2RFpSpn ✅ Learn to Program with Minecraft https://amzn.to/3x2MujZ ✅ Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners https://amzn.to/2QzkyDs ⭕ Disclaimer: Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents. ⭕ Stock photos, graphics and videos used on this channel: ✅ https://1.envato.market/c/2346717/628... Python icon from https://www.flaticon.com/premium-icon... #evidently #datascience #machinelearning #dataprofessor
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