📊 Integrate Evidently AI with MLflow for Model Monitoring! 🚀
Hey data enthusiasts! In this video, we'll walk you through the process of integrating Evidently AI with MLflow to monitor your machine learning models effectively. This powerful combination helps you track, analyze, and improve your models with ease! 🔥
🔍 What You'll Learn:
📦 Installation of Necessary Packages
📄 Importing Libraries
📚 Loading and Preparing the Dataset
🤖 Training the Model
📊 Generating and Analyzing Evidently AI Reports
📝 Logging Metrics and Models in MLflow
👀 Visualizing Metrics in MLflow UI
📁 Resources:
📄 Kaggle Dataset: www.kaggle.com...
💻 GitHub Repo: github.com/San...
📝 Medium Article: / integrating-evidently-...
🔗 Related Videos: • Efficient ML Monitorin...
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#MachineLearning #EvidentlyAI #MLflow #DataScience #ModelMonitoring #LogisticRegression #Python #Tutorial #AI #ML
2 окт 2024