How To Deploy A Machine Learning Model On AWS EC2 | AUG 2021 Updated | ML Model To Flask Website
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 : https://github.com/campusx-official/m... ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in/s/store ============================ 📱 Grow with us: CampusX' LinkedIn:   / campusx-official  CampusX on Instagram for daily tips:   / campusx.official  My LinkedIn:   / nitish-singh-03412789  Discord:   / discord  E-mail us at [email protected] ⌚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
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