We performed a comparison between Amazon SageMaker and Domino Data Science Platform based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."The Autopilot feature is really good because it's helpful for people who don't have much experience with coding or data pipelines. When we suggest SageMaker to clients, they don't have to go through all the steps manually. They can leverage Autopilot to choose variables, run experiments, and monitor costs. The results are also pretty accurate."
"Feature Store, CodeCommit, versioning, model control, and CI/CD pipelines are the most valuable features in Amazon SageMaker."
"The tool has made client management easier where patients need to upload their health records and we can use the tool to understand details on treatment date, amount, etc."
"The superb thing that SageMaker brings is that it wraps everything well. It's got the deployment, the whole framework."
"The few projects we have done have been promising."
"The solution is easy to scale...The documentation and online community support have been sufficient for us so far."
"The deployment is very good, where you only need to press a few buttons."
"The most valuable feature of Amazon SageMaker is that you don't have to do any programming in order to perform some of your use cases."
"The scalability of the solution is good; I'd rate it four out of five."
"The solution is complex to use."
"AI is a new area and AWS needs to have an internship training program available."
"Scalability to handle big data can be improved by making integration with networks such as Hadoop and Apache Spark easier."
"Creating notebook instances for multiple users is pretty expensive in Amazon SageMaker."
"There are other better solutions for large data, such as Databricks."
"The product must provide better documentation."
"SageMaker would be improved with the addition of reporting services."
"The documentation must be made clearer and more user-friendly."
"The predictive analysis feature needs improvement."
Earn 20 points
Amazon SageMaker is ranked 5th in Data Science Platforms with 12 reviews while Domino Data Science Platform is ranked 17th in Data Science Platforms. Amazon SageMaker is rated 7.2, while Domino Data Science Platform is rated 7.0. The top reviewer of Amazon SageMaker writes "It’s low-price point makes it a great entry into machine learning, but it is difficult to learn to use". On the other hand, Amazon SageMaker is most compared with Databricks, Azure OpenAI, Google Vertex AI, Microsoft Azure Machine Learning Studio and Dataiku Data Science Studio, whereas Domino Data Science Platform is most compared with Databricks, Microsoft Azure Machine Learning Studio, Dataiku Data Science Studio, Alteryx and Anaconda.
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We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.