In this video, we'll guide you through the step-by-step process of deploying your machine learning model on AWS EC2. Learn how to transform your model into a live, interactive Flask website, making it accessible to users worldwide.
Steps:
Build the model
Export the model using Pickle/Joblib
Build a Flask website to serve the model
Deploy the website on AWS EC2
-- Create an AWS account
-- Create an EC2 instance
-- Edit the security group
-- Download keygen(pem file)
-- Download and install Putty and WinSCP
-- Upload Flask website to EC2 using WinSCP
-- Install packages on EC2 using Putty
Code :
github.com/campusx-official/m...
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⌚Time Stamps⌚
00:00 - Intro
01:57 - Building ML Model
04:20 - Exporting the Model
06:17 - Building a Flask website to host the model
16:37 - Deploying the Model on AWS
Негізгі бет How To Deploy A Machine Learning Model On AWS EC2 | AUG 2021 Updated | ML Model To Flask Website
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