I really liked the presentation of this blog as you started with issues in common machine learning iterations and how AWS Sagemaker can solve these issues. This is a really good way of intriguing the reader and convincing them why the tool is important right from the very beginning. The walk through on how to use AWS Sagemaker in the movie recommendation system case is also very detailed to the extent that it could be reproduced by anyone with minimal technical background. Even though the overall sentiment of the post is highly acclamatory of AWS Sagemaker, you were able to objectively evaluate the pros and cons of the tools and provide the final verdict to the readers. Overall great blog post!

--

--