Deploying Machine Learning Models with Flask for Beginners

Create APIs for machine learning with Flask and deploy your application to the web About This Video Create your own API endpoint for your machine learning models Create a Flask application from scratch Deploy your model on the web In Detail Flask is a web application framework used to develop web ap...

Full description

Bibliographic Details
Main Author: We, Dan
Format: eBook
Language:English
Published: Packt Publishing 2021
Edition:1st edition
Subjects:
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
Summary:Create APIs for machine learning with Flask and deploy your application to the web About This Video Create your own API endpoint for your machine learning models Create a Flask application from scratch Deploy your model on the web In Detail Flask is a web application framework used to develop web applications. Getting started with Flask is easy, and its power lies in its ability to scale up to complex applications. In this course, you'll learn the most effective ways to use Flask in order to create your own web application. You'll begin with an introduction to Flask and quickly dive into defining and training your model. You'll perform various actions on this model to train it and ensure that it is of the best quality for your application. You'll also create and test API endpoints so you can predict the model's behavior over time. By the end of this course, you'll have the confidence to deploy this application to the web and learn how to fix any errors that may arise during this process
Item Description:Made available through: Safari, an O'Reilly Media Company
Physical Description:1 video file, approximately 2 hr., 31 min.
ISBN:9781801077187