Tutorial 9-End To End ML Project-Deployment In AWS Cloud Using CICD Pipelines

In this videos we will be seeing how we can deploy ml application using CI CD Pipelines in AWs cloud

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[krishnaik]

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[eduardogonzalez]

FOR THOSE WHO HAS " The instance profile aws-elasticbeanstalk-ec2-role associated with the environment does not exist." you can create your own user, naming it aws-elasticbeanstalk-ec2-role, and giving these 3 permisions: AWSElasticBeanstalkWebTier, AWSElasticBeanstalkWorkerTier, , after that and this is SUPER IMPORTANT go to roles and assign EC2 role to the user you rencetly created, after that, when you create your application choose existing user

[aiafrica]

@Krish Naik Thank so much for this tutorial. Its the best tutorial I have come across on ML.

[manojsa]

Hi Sir, Can you finish series with CI and docker it would be very helpful to learn and implement it.

[hm]

for creating environment... 0) name your env, phir python aur 3.8 env selct karlo 1) Create your own user....uska nam dedo suppose, 3){abhi hum apna ek role banayenge uske liye} upar search box mein IAM likho, usmine click karo, or phir left side mein dashboard mein roles option mein click karo, udhar Create roles ka blue button mein click karo or entity type: AWS service or niche ec2 usecase choose karo phir next, uske baad permission policies mein AWSElasticBeanstalkWebTier, AWSElasticBeanstalkWorkerTier, teeno tickmark kardo , next kardo or role ka naam dedo suppose testcase2....yeh hogaya toh wapas apne evironment mein key-pair option ko kuch nhi karnaa, default rehne do, ,,aap apne elastic instance mein testcase-2 hi select karo jo aapne role abhi abhi banaya woh option usmein aaya hogaa NEXT 4) VPC select kro 5) subnet instance: east-1a kar sakte ho, , baaki sab default hi rehnedo, , , NEXT 6) Ec2 security group -- default select karo 7) Next -- Health Advance hi hoga, ,,, bas SUBMIT....

[basuutube]

The Elastic beanstalk has a new interface and so lost in deploying the app

[tywmnyn]

Dear Krish,
I have purchased the Techneuron platform but the Fantastic Video series began by you.
You have my sincere gratitude for the project's useful information.
I look forward to reading your series on deep learning, natural language processing, and computer vision.

[bigghostshadowchannel]

Hi Krish, I have watched some of your videos recently. I was amazed at your teaching techniques. You deserved a big thank you from me. However, I wonder if you have made any videos regarding Transfer learning using CNN (VGG16, VGG50, Alexnet, Resnet, Etc.) as a feature extractor and Classifiers (Random Forest, Decision tree, SVM, KNN, Naive Bayes, etc.) as a classifier for a multiclass classification problem and compare their performance in terms of Accuracy, Recall, F1 score, and precision?

[ernestessien]

Such an excellent tutorial, thank you Sir

[rajshaikh]

Sir, please make a video on transformers. Please explain it in simple language

[RadomName]

Excellent project. Hope u’ll continue with the ci/cd so we can learn the full project cycle

[maruthiprasad]

Just deployed webapp in AWS, after resolving so many errors due to AWS interface changes. Can't express my happiness. Thank you very much for the great content.

[narottamsaini]

Watched entire playlist 😊 waiting for few other method of deployment!!

[furryfun]

completed the whole series with ci/cd pipeline using google gke and github actions, thank you sir

[himcooljig]

Thanks for the final video, have seen them all and a lot to learn

[aaditya]

Thnx for the project, got to learn many new things.

[sunilyadav]

Great initiative..very hard to find such a nice tutorial

[krishnachaitanyavaddepally]

Deployment failed due to environment setup. Do we need to create EC2 key pair? Am I missing something?

[sanketsonu]

@Krish Naik - After deployment, when I try to predict score after giving all inputs, I'm getting an error -> Internal Server Error
The server encountered an internal error and was unable to complete your request. Either the server is overloaded or there is an error in the application.

This code is working fine in local VSCode, but giving error after deployment. please help.
Many people got the same issue. Is it related to Python version. Bcoz I'm using python 3.9.7

Thanks. Thanks for this Playlist. It is super awesome and very easy to understand.

[satvik]

Now the amazon interface for this has become quite complex, would be greate if you could ake this video again, the environment is getting error for me.