Deploying Machine Learning Models with Flask for Beginners: Build machine learning models with Flask and deploy it to the web [Video]

Name: Deploying Machine Learning Models with Flask for Beginners [Video]
Brand: Packt
SKU: 9781801077187
Price: 44.99 USD
Availability: InStock

By Dan We

$44.99

Video Apr 2021 2 hours 31 minutes 1st Edition

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Key benefits

Create your own API endpoint for your machine learning models
Create a Flask application from scratch
Deploy your model on the web

Description

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. The code bundle for this course is available at https://github.com/PacktPublishing/Deploying-Machine-Learning-Models-with-Flask-for-Beginners

What you will learn

Define and train your model Test the model availability and make predictions Create a Flask endpoint and perform quality checks Use image classification in your Flask application Predict images on the Flask application Deploy your machine learning model to the web