ML Model Deployment with FastAPI: MLOps Tutorial

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Support the Channel Here :- https://ko-fi.com/learnfree37902 CloudWays :- https://bit.ly/cloudways1301060 Rosehosting :- https://bit.ly/rosehosting2307 Hostinger :- https://bit.ly/hostinger4652 Contabo :- https://bit.ly/contabo100253646 Learn how to deploy your Machine Learning models with FastAPI and implement MLOps best practices! This video is part 1 of a series on deploying ML models with various frameworks and tools. In this video, we'll cover: * Setting up a FastAPI application for model serving. * Creating API endpoints for model prediction. * Integrating your trained ML model into the FastAPI application. * Testing the API endpoint with sample data. * Introduction to MLOps concepts. This series will explore various deployment options including Gradio, Hugging Face, Flask, monitoring with MLflow, and automated retraining with Airflow. Stay tuned for future videos! #MLOps #MachineLearning #ModelDeployment #FastAPI #Python #MLflow #Airflow #Gradio #HuggingFace #Flask #Tutorial #DataScience #AI #ArtificialIntelligence #Deployment #API #ModelServing