G2

VJ

Vineet J.

Data Science Manager

Enterprise (> 1000 emp.)

6/19/2020

"Excellent service for ML end to end journey for small team"

4/5

What do you like best about Amazon SageMaker?

1. Auto-scaling of Infra

2. Out of the box versioning of model and training

3. Great integration with AWS eco-system

4. Easy monitoring and debugging

5. Custom algorithm support with out of the box algorithm

6. Multi Model Server support

7. Great support for small team where we don't have infra expert and only need to focus on Machine Learning

8. Great support on AWS CLI Review collected by and hosted on G2.com.

What do you dislike about Amazon SageMaker?

1. Very bad documentation

2. Only AWS components are used like S3 for data, ECR for Docker etc

3. Very high cost for endpoints even they are not in used

5. Not good for team where we have infra experts, giving less control for underlying infra Review collected by and hosted on G2.com.

Recommendations to others considering Amazon SageMaker:

It's really very good if you only want to focus on Machine Learning part, not on Infra. Review collected by and hosted on G2.com.

What problems is Amazon SageMaker solving and how is that benefiting you?

Working with Sagemaker since last 2 years, used it for multi real time recommendation system and content intelligence Review collected by and hosted on G2.com.