1. [Home](https://www.g2.com/) 2. ... 3. [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) 4. [Amazon SageMaker Discussions](https://www.g2.com/products/amazon-sagemaker/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-sagemaker.jpg "Product Avatar Image") ](/products/amazon-sagemaker/reviews) [ Amazon SageMaker ](/products/amazon-sagemaker/reviews) (57)4.3/5 Amazon SageMaker is a fully managed service that enables data scientists and developers to build, train, and deploy machine learning (ML) models at scale. It provides a comprehensive suite of tools and infrastructure, streamlining the entire ML workflow from data preparation to model deployment. With SageMaker, users can quickly connect to training data, select and optimize algorithms, and deploy models in a secure and scalable environment. Key Features and Functionality: - Integrated Development Environments (IDEs): SageMaker offers a unified, web-based interface with built-in IDEs, including JupyterLab and RStudio, facilitating seamless development and collaboration. - Pre-built Algorithms and Frameworks: It includes a selection of optimized ML algorithms and supports popular frameworks like TensorFlow, PyTorch, and Apache MXNet, allowing flexibility in model development. - Automated Model Tuning: SageMaker can automatically tune models to achieve optimal accuracy, reducing the time and effort required for manual adjustments. - Scalable Training and Deployment: The service manages the underlying infrastructure, enabling efficient training of models on large datasets and deploying them across auto-scaling clusters for high availability. - MLOps and Governance: SageMaker provides tools for monitoring, debugging, and managing ML models, ensuring robust operations and compliance with enterprise security standards. Primary Value and Problem Solved: Amazon SageMaker addresses the complexity and resource-intensive nature of developing and deploying ML models. By offering a fully managed environment with integrated tools and scalable infrastructure, it accelerates the ML lifecycle, reduces operational overhead, and enables organizations to derive insights and value from their data more efficiently. This empowers businesses to innovate rapidly and implement AI solutions without the need for extensive in-house expertise or infrastructure management. Show More * * * ### 46.0 Nps Score Already have Amazon SageMaker? ### All Amazon SageMaker Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • about 3 years ago More Options - [ # What is Amazon SageMaker used for? ](/discussions/what-is-amazon-sagemaker-used-for) What is Amazon SageMaker used for? [ MLOps Platforms ](https://www.g2.com/tags/mlops-platforms)[ Data Science and Machine Learning Platforms ](https://www.g2.com/tags/data-science-and-machine-learning-platforms) * * * (true)\<0\>0\>Upvotes (false) * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Amazon+SageMaker+questions+and+get+answers+from+expert+users+in+our+Amazon+SageMaker+Discussions+section.&title=Amazon+SageMaker+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Amazon+SageMaker+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Amazon+SageMaker+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss%0aAsk+Amazon+SageMaker+questions+and+get+answers+from+expert+users+in+our+Amazon+SageMaker+Discussions+section.) 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[John Basha M.](https://www.g2.com/users/4a28d4e3-fd44-43d2-9023-4fdaece8bcac "John Basha M.") • over 6 years ago Power BI Developer | MSBI | Azure | Dax | Tableau | SSRS | Data Story Teller Power BI Developer | MSBI | Azure | Dax | Tableau | SSRS | Data Story Teller More Options - [ # How do i make this platform reach to most of my developers? ](/discussions/27976-how-do-i-make-this-platform-reach-to-most-of-my-developers) We have couple of developers and they want to use machine learning models, this can used right [ Data Science and Machine Learning Platforms ](https://www.g2.com/tags/data-science-and-machine-learning-platforms) * * * (true)\<0\>0\>Upvotes (false) * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Amazon+SageMaker+questions+and+get+answers+from+expert+users+in+our+Amazon+SageMaker+Discussions+section.&title=Amazon+SageMaker+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Amazon+SageMaker+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Amazon+SageMaker+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss%0aAsk+Amazon+SageMaker+questions+and+get+answers+from+expert+users+in+our+Amazon+SageMaker+Discussions+section.) 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Answer a few questions to help the Amazon SageMaker community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Famazon-sagemaker%2Fdiscuss%3Fsmall_ask%3Damazon-sagemaker) No ## Top Contributors in Amazon SageMaker 1 ![Vineet J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vineet J.") VJ Loading... ### [Vineet J.](https://www.g2.com/users/89cc87d5-1e7e-48f6-8a04-2ef6df840212 "Vineet J.") Data Science Manager 2 pts