Software Alternatives, Accelerators & Startups

Amazon SageMaker VS Mage Data

Compare Amazon SageMaker VS Mage Data and see what are their differences

Amazon SageMaker logo Amazon SageMaker

Amazon SageMaker provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly.

Mage Data logo Mage Data

Secure your sensitive data with our comprehensive product range of data privacy and security solutions. Book a personalized demo today to know more!
  • Amazon SageMaker Landing page
    Landing page //
    2023-03-15
  • Mage Data Landing page
    Landing page //
    2023-03-24

Mage™ is the leading solutions provider for data security and data privacy software for global enterprises. Built upon a patented and award-winning solution, the Mage platform enables organizations to stay on top of privacy regulations while ensuring security and privacy of data. Top Swiss Banks, Fortune 10 organizations, Ivy League Universities, and Industry Leaders in the financial and healthcare businesses protect their sensitive data with the Mage™ platform for Data Privacy and Security. Deploying state-of-the-art privacy enhancing technologies for securing data, Mage™ delivers robust data security while ensuring privacy of individuals.

Visit www.magedata.ai to explore the brand’s new website and to check out the company’s solutions.

Amazon SageMaker videos

Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker - AWS Online Tech Talks

More videos:

  • Review - An overview of Amazon SageMaker (November 2017)

Mage Data videos

No Mage Data videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Amazon SageMaker and Mage Data)
Data Science And Machine Learning
Business & Commerce
0 0%
100% 100
AI
100 100%
0% 0
Data Management
0 0%
100% 100

Questions and Answers

As answered by people managing Amazon SageMaker and Mage Data.

What makes your product unique?

Mage Data's answer:

Mage is targeted towards enterprises that have a diverse data landscape – from mainframes to relational databases, to more modern cloud-based databases, file servers (on-premise or on-cloud) as well as SaaS application. From a single, enterprise-wide platform, Mage enables stakeholder collaboration to drive data security policy through the use of patented solutions, including data discovery and classification, the use of privacy enhancing/preserving techniques, static & dynamic data masking, database activity monitoring, DSAR automation, etc. Using a zero-trust, no-code approach, Mage enables enterprise-wide security, regulatory compliance by taking a risk-elimination approach. We have enabled global leaders share data confidently while reducing the risk of carrying sensitive data by up to 95%.

The Mage platform holistically provides coverage for data security right from data discovery, data anonymization, activity monitoring, and Data Subject Access Rights Automation all in a single solution.

Why should a person choose your product over its competitors?

Mage Data's answer:

• One-stop shop for data security

• Built from the ground up – so shared intelligence, easy deployment, etc Most, if not all competition products are built through acquisitions or partnerships, and are rarely built from the ground up. The Mage platform is a single, integrated platform that has been purpose-built to solve the issue of data security faced by global enterprises. Being a single integrated platform, each of the product modules work seamlessly across the platform and the intelligence can be shared across the modules. While Mage provides capabilities within the individual modules, it can also integrate seamlessly with existing solutions that organizations may possess to ensure smooth functioning with the IT landscape of the customer.

• Unlike most of our competitors, the Mage platform is compatible with a wide variety of data stores that include both, the legacy data stores, as well as the new gen data stores, hosted on either cloud or on-premise.

What's the story behind your product?

Mage Data's answer:

You can read our story at https://magedata.ai/company/about/brand-story/

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Amazon SageMaker and Mage Data

Amazon SageMaker Reviews

7 best Colab alternatives in 2023
Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning. It allows users to write code, track experiments, visualize data, and perform debugging and monitoring all within a single, integrated visual interface, making the process of developing, testing, and deploying models much more manageable.
Source: deepnote.com

Mage Data Reviews

We have no reviews of Mage Data yet.
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Social recommendations and mentions

Based on our record, Amazon SageMaker seems to be more popular. It has been mentiond 37 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Amazon SageMaker mentions (37)

  • Quantum Convolutional Neural Networks
    Amazon SageMaker is a fully managed service for data science and machine learning (ML) workflows You can use Amazon SageMaker to simplify the process of building, training, and deploying ML models. - Source: dev.to / 17 days ago
  • Observations on MLOps–A Fragmented Mosaic of Mismatched Expectations
    Damn straight. Oh, wait, some vendors have claimed to build an end-to-end solution. But, meh, that’s marketing talk. Take, for example, a well-known platform like Amazon Sagemaker, which describes itself as “a fully managed service that brings together a broad set of tools to enable high-performance, low-cost machine learning (ML) for any use case.” It’s a great platform. My startup has even partnered with them.... - Source: dev.to / about 2 months ago
  • Sentiment Analysis with PubNub Functions and HuggingFace
    At this point, probably everyone has heard about OpenAI, GPT-4, Claude or any of the popular Large Language Models (LLMs). However, using these LLMs in a production environment can be expensive or nondeterministic regarding its results. I guess that is the downside of being good at everything; you could be better at performing one specific task. This is where HuggingFace can utilized. HuggingFace provides... - Source: dev.to / 2 months ago
  • Beginning the Journey into ML, AI and GenAI on AWS
    Generative Artificial Intelligence (GenAI) is a type of artificial intelligence that can generate text, images, or other media using generative models. AWS offers a range of services for building and scaling generative AI applications, including Amazon SageMaker, Amazon Rekognition, AWS DeepRacer, and Amazon Forecast. AWS has also invested in developing foundation models (FMs) for generative AI, which are... - Source: dev.to / 5 months ago
  • Technical Architecture for LLMOps
    Amazon and Azure already have much of what you're talking about in AWS SageMaker and Azure MLOps. Source: about 1 year ago
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Mage Data mentions (0)

We have not tracked any mentions of Mage Data yet. Tracking of Mage Data recommendations started around Mar 2023.

What are some alternatives?

When comparing Amazon SageMaker and Mage Data, you can also consider the following products

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Informatica - As the world’s leader in enterprise cloud data management, we’re prepared to help you intelligently lead—in any sector, category or niche.

Deepnote - A collaboration platform for data scientists

DATPROF Privacy - ✔ Mask or anonymize privacy sensitive data ✔ Generate synthetic test data ✔ Consistent over multiple applications and databases

IBM Watson Studio - Learn more about Watson Studio. Increase productivity by giving your team a single environment to work with the best of open source and IBM software, to build and deploy an AI solution.

Immuta - Immuta is a decent and well-regarded Universal Cloud Data Access Control that provides multiple capabilities to empower operations teams, and data engineers automate data access control throughout various phases of their cloud data infrastructure wi…