Tutorial 12- Step By Step Production Grade Machine Learning Projects Deployment Azure Web App MLOPS

Показать описание

In this videos we will be seeing how we can deploy end to end ml application using ci cd pipelines and github action using container registry and Azure web app

Join iNeuron's Data Science Masters Course with Job Guaranteed Starting From April 3rd 2023

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)

Direct call Or Team For Any Counselling- 9179733440

Join this channel membership to get access to materials:

check out the end to end project playlist

Check Out My Other Playlist
Python Playlist:

Stats Playlist:

Complete Deep Learning Playlist:

Рекомендации по теме

Комментарии

Thanks Krish, really very informative and well structured playlist.
Well the catch was at solving errors 😂 but yes once you develop it, it feels amazing !

For those getting issues regarding the 500 error, make sure the runtime pythin version of the Azure web server is the same as your local machine’s venv version, had the sane error, but this worked for me also find about CORS, it really helped !

shubhammishra

Will you be continuing this playlist for deep learning as well? and also testing unit test cases etc, experimenting and monitoring the model performance, Its will help us alot if you do that

Rakshitkhajuriabec

Thanks for such valuable explanation about the end to end deployment and again Thank you!!

PawanSharma-gscy

Hi
Your YouTube videos are good and very helpful.
can you please create a video on Azure Machine Learning Studio (END TO END)?

KishanKumar-fdon

Thank You sir,
For posting a great series, have learnt a great amount of industry level work from these projects.

yuvrajdhepe

this video series is really helpful, thank you sir

avgawande

Thank You!
Great series, Do you pretend to do something related to monitor the model performance and the train pipeline?

laidsonpaes

Pls make video on monitoring drift, and for model auto training

AdarshMamidpelliwar

Hello sir, any videos on data injestion using mongo db and feature scaling ?

swL

Hi Krish - Thanks for the wonderful videos. This tutorials playlist has a web application as an output. Do you have any video for case where there is no app UI but prediction scoring of real world data is automtically scheduled at regular cadence...The output would be scores maybe stored in csv or Hadoop table

DeepakVerma-wbjc

Sir please bring a crash course for machine learning algorithms with end to end ml projects for data science sir it really needed sir because your tech stuff is really helpful and informative for me

Tech_Enthusiasts_Shubham

Hey Krish,
Can you please make a video on the Azure Kubernetes service?

shubhammodi

Anyone getting error after putting password for azure container registry, you can use the following command in the terminal to login: `docker login -u <ACR username> -p <ACR password> <ACR login server>`, after replacing respective terms with relavent values.

Also I would recommend to select 'basic' instead of 'standard' plan while creating registry and select 'basic b2' instead of 'premium' while creating web app, while following the steps of this video because these plans are cheaper and sufficient for our usage.

harshitkedia

Is it easier/less code to write to deploy on Azure than AWS (tutorial # 11)? e.g. in aws, we had to set up and run the runner on the EC2, whereas in this video, i don't see you doing that on Azure!

adityahpatel