AWS Deep Learning Containers - Scalable Docker Containers
What do you like best?
AWS Sagemaker is the best cloud service for all the Machine Learnng tasks and with the scalability of docker images, it is easy to deploy python or ML environments in containterized solutions. Also it has pre-installed environments which are needed for development and deployment purposes.
What do you dislike?
It is quite complicated to define own algorithms as it needs complete understanding of AWS Deep learning container working.
Recommendations to others considering the product:
Docker knowledge is important to manage the Deep learning containers.
What problems are you solving with the product? What benefits have you realized?
We use Docker with AWS ECR for deployment and train Machine Learning Model in AWS Sagemaker notebooks with AWS Deep Learning Containers.