Talend and Amazon Real-Time Machine Learning

[Anonymous]

I have started working on Talend and Amazon REal-Time Machine Learning concepts and go through this URL "https://community.talend.com/t5/Design-and-Development/Introduction-to-Talend-and-Amazon-Real-Time-M...".  
But in this document, they have mentioned Machine Learning service in AWS. But this service was not activated for the new users. Since that service not available in AWS, AWS recommended using Sagemaker service instead of Machine Learning service. So we are a need for clear document to use Sagemaker service. 
Please provide the steps to create a talend data model using AWS Sagemaker service in AWS. 

[Anonymous]

Hi,

    Right now we do not have an article on connecting Sagemaker with Talend. I will work on this area to produce a KB article on Talend and Amazon Sagemaker Integration.

    But if it is really urgent for you, I would advise to follow the pattern specified in my articles to create the overall flow. The approach will be similar to the work I have done for AWS services where you need to use SDK functions for creating routines.

Warm Regards,
Nikhil Thampi

Please appreciate our Talend community members by giving Kudos for sharing their time for your query. If your query is answered, please mark the topic as resolved 🙂

[ashif2]

Thanks @nthampi  .

@uganesh : 

You can integrate sagemaker by following the either of below approaches: 

1. Talend --> S3  File Upload -- > Event based trigger to execute Lambda (which can trigger the sagemaker endpoint with file payload ) 

2. Talend (Http Request with payload ) --> API Gateway ( execute Lambda (which can trigger the sagemaker endpoint with file payload ) 

An example: 

https://aws.amazon.com/blogs/machine-learning/call-an-amazon-sagemaker-model-endpoint-using-amazon-a...

PS: We have many options  to integrate talend with sagemaker .