2024 Deployment of Machine Learning Models in Production - Udemy

Deploy ML Model with BERT, DistilBERT, FastText NLP Models in Production with Flask, uWSGI, and NGINX at AWS EC2.
Wat je leert: You will learn how to deploy machine learning models on AWS EC2 using NGINX as a web server, FLASK as a web framework, and uwsgi as a bridge between the two. , You will learn how to use fasttext for natural language processing tasks in production, and integrate it with TensorFlow for more advanced machine learning , You will learn how to use ktrain, a library built on top of TensorFlow, to easily train and deploy models in a production environment.