Tutorial 11- How To Deploy End To End ML Projects In Production AWS Cloud Using CI CD Pipeline

Video Description

In this videos we will be seeing how we can deploy end to end ml application using ci cd pipelines and github asction uing ECR and EC2 instance Project Code: https://github.com/krishnaik06/AWS-CI-CD-Projects Join iNeuron's Data Science Masters Course with Job Guaranteed Starting From April 3rd 2023 https://ineuron.ai/course/Full-Stack-Data-Science-Masters Join the PWSKILLS Data Science Masters Course Best Affordable Data Science Course From Pwskills(6-7 Months) Impact Batch 2.0:- Data-Science-Masters (Full Stack Data Science) 1. Data Science Masters Hindi: http://bit.ly/3TPdrDz (Hindi) 2. Data Science Masters English: https://bit.ly/40gZ9hn (English) Timelines 00:00:00 Prerequisites 00:01:31 Docker And Workflow Set up 00:14:42 Iam User Setup In AWS 00:18:57 ECR Repository set up 00:20:06 EC2 Instance set up 00:23:13 Docker Set up In EC2 instance 00:25:19 App runner set up 00:35:09 run Workflow Join this channel membership to get access to materials: https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join check out the end to end project playlist https://youtube.com/playlist?list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG Check Out My Other Playlist Python Playlist: Python In English:https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVNUL99R4bDlVYsncUNvwUBB Python In Hindi: https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v Stats Playlist: English 7 Days Statistics Live Session :https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay Hindi: Stats Playlist: https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ Complete ML Playlist: https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe Hindi: ML Playlist: https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ 5 DaysLive Deep Learning Playlist: https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns Complete Deep Learning Playlist: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi