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Deploying Machine Learning Models with Flask for Beginners

Video Introducing this tutorial

Deploying Machine Learning Models:
Hello and Welcome to the Course
Introduction to Flask
Defining and Training the Model
Evaluating and Saving the Trained Model
Testing the Model Availability and Making a First Prediction
Defining the Boundaries of Your Input Data
Creating Our Flask Application
Creating the Flask Endpoint and Ensuring Data Quality Checks
Testing Our API Endpoint
Introduction to Image Classification
Flask Application - an Endpoint for Your Image Classification API
The HTML Template Explained
Predicting Images on Your Hosted Flask Web Application
Congratulations and Final Words of Wisdom

Deploying Your Machine Learning (ML) Models to the Web:
Deploying Your Model on the Internet for Free