39. ML Model Deployment On AWS | Step By Step
In this video we discussed about deploying ML model on AWS EC2.
We followed following steps -
1. Build & Save Model
2. Write backend app.py and frontend index.html
3. Run in local
4. Create AWS account
5. Create EC2 Instance
6. Download Putty and Puttygen
7. Generate private key using puttygen with pem file
8. Download WINSCP
9. Connect with EC2 instance using Winscp, make sure to import ppk file in advance section
10. Drag & drop files from local to server
11. Connect with EC2 instance using putty
12. Use this command to download pip-- sudo apt-get update && sudo apt-get install python3-pip
13. Create security group On AWS
14. Link security group with EC2 instance
15. Install all required lib using putty with this command - pip3 install -r requirements.txt
Code for this video is hosted at this GIT address -
https://github.com/MandeepKharb/Youtu...
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Parent GIT repository for all the ML Youtube videos -
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