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    Deploying Machine Learning Models with Flask for Beginners

    Posted By: IrGens
    Deploying Machine Learning Models with Flask for Beginners

    Deploying Machine Learning Models with Flask for Beginners
    .MKV, AVC, 1920x1080, 30 fps | English, AAC, 2 Ch | 2h 31m | 1.34 GB
    Instructor: Dan We

    Create APIs for machine learning with Flask and deploy your application to the web

    Key Features

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

    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

    About

    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/PacktPublis...odels-with-Flask-for-Beginners


    Deploying Machine Learning Models with Flask for Beginners