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Deploying Machine Learning Models with Flask for Beginners

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Other > Training

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English

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1.35 GB

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891168badade71fb615ebbc1113b7165e77e8ebb

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15-05-2021 05:45

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[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/01-Hello and Welcome to the Course.mp4	23.67 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/02-Introduction to Flask.mp4	63.96 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/03-Defining and Training the Model.mp4	210.32 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/04-Evaluating and Saving the Trained Model.mp4	60.41 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/05-Testing the Model Availability and Making a First Prediction.mp4	55.21 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/06-Defining the Boundaries of Your Input Data.mp4	28.72 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/07-Creating Our Flask Application.mp4	45.62 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/08-Creating the Flask Endpoint and Ensuring Data Quality Checks.mp4	163.55 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/09-Testing Our API Endpoint.mp4	122.97 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/10-Introduction to Image Classification.mp4	88.06 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/11-Flask Application - an Endpoint for Your Image Classification API.mp4	189.12 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/12-The HTML Template Explained.mp4	68.36 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/13-Predicting Images on Your Hosted Flask Web Application.mp4	27.80 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/14-Congratulations and Final Words of Wisdom.mp4	18.40 MB
[TutsNode.com] - Deploying Machine Learning Models with Flask for Beginners/15-Deploying Your Model on the Internet for Free.mp4	213.35 MB

Description

Video description

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.

Released April 2021