MLflow Explained for Beginners | Step-by-Step Using Google Colab
Автор: NextGen ML
Загружено: 2025-12-17
Просмотров: 31
Описание:
In this video, I explain MLflow in a beginner-friendly and practical way using Google Colab.
My name is Ayush Dubey, and I am a Computer Science (AI & ML) student from RCET Bhilai, Chhattisgarh. In this tutorial, I show step-by-step how to use MLflow for tracking machine learning experiments, logging parameters and metrics, and managing trained models.
This video is ideal for:
• Machine Learning beginners
• AI & ML students
• College projects and viva
• Anyone learning MLOps basics
What you will learn in this video:
• What is MLflow and why it is used
• MLflow components and workflow
• How to use MLflow in Google Colab
• Logging parameters, metrics, and models
• Running multiple experiments and comparing results
• Real-world use cases of MLflow
Tools & Technologies used:
• Python
• MLflow
• Scikit-learn
• Google Colab
If you found this video helpful:
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Hashtags:
#MLflow #MachineLearning #MLOps #DataScience #AI
#MLflowTutorial #GoogleColab #Python #AIML
#BeginnerFriendly #MLProject #CollegeProject
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