Software Alternatives & Reviews

Oracle Data Integrator VS Amazon SageMaker

Compare Oracle Data Integrator VS Amazon SageMaker and see what are their differences

Oracle Data Integrator logo Oracle Data Integrator

Oracle Data Integrator is a data integration platform that covers batch loads, to trickle-feed integration processes.

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.
  • Oracle Data Integrator Landing page
    Landing page //
    2023-07-29
  • Amazon SageMaker Landing page
    Landing page //
    2023-03-15

Oracle Data Integrator videos

What is Oracle Data Integrator?

More videos:

  • Review - Oracle Data Integrator 12c Overview
  • Review - Oracle Data Integrator Review (Real User: Michael Rainey)

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)

Category Popularity

0-100% (relative to Oracle Data Integrator and Amazon SageMaker)
Data Integration
100 100%
0% 0
Data Science And Machine Learning
ETL
100 100%
0% 0
Machine Learning
0 0%
100% 100

User comments

Share your experience with using Oracle Data Integrator and Amazon SageMaker. For example, how are they different and which one is better?
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Reviews

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

Oracle Data Integrator Reviews

10 Best ETL Tools (October 2023)
Oracle Data Integrator offers both on-premises and cloud versions. One of the more unique aspects of ODI is that it supports ETL workloads, which can prove helpful for many users. It is a more bare-bones tool than some of the others on the list.
Source: www.unite.ai
Top 14 ETL Tools for 2023
Oracle Data Integrator (ODI) is a comprehensive data integration solution that's part of Oracle’s data management ecosystem. This makes the platform a smart choice for current users of other Oracle applications, such as Hyperion Financial Management and Oracle E-Business Suite (EBS). ODI comes in both on-premises and cloud versions (the latter offering is Oracle Data...
15 Best ETL Tools in 2022 (A Complete Updated List)
Oracle Data Integrator (ODI) is a graphical environment to build and manage data integration. This product is suitable for large organizations which have frequent migration requirement. It is a comprehensive data integration platform which supports high volume data, SOA enabled data services.
Top 7 ETL Tools for 2021
Oracle Data Integrator (ODI) is a comprehensive data integration solution that is part of Oracle’s data management ecosystem. This makes the platform a smart choice for current users of other Oracle applications, such as Hyperion Financial Management and Oracle E-Business Suite (EBS). ODI comes in both on-premises and cloud versions (the latter offering is referred to as...
Source: www.xplenty.com
15 Awesome Data Integration Vendors
The Oracle Data Integrator is a comprehensive data integration platform that provides solutions for all data integration requirements, such as integrating big data, handling batch processes, or SOA-enabled data services.
Source: www.youredi.com

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

Social recommendations and mentions

Based on our record, Amazon SageMaker seems to be more popular. It has been mentiond 36 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.

Oracle Data Integrator mentions (0)

We have not tracked any mentions of Oracle Data Integrator yet. Tracking of Oracle Data Integrator recommendations started around Mar 2021.

Amazon SageMaker mentions (36)

  • 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 / 10 days 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 / about 1 month 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 / 3 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: 11 months ago
  • Are AI fine-tuning tools worth learning and investing?
    And there have been several platforms that help fine-tune pretrained models, such as Google Cloud AutoML and Amazon Sagemaker. These tools are often fairly easy to use, but they come at a cost. They can be expensive, depending on the size of your dataset. Another option is Finetuner+, that also fine-tunes like AutoML and Sagemaker. The big advantage is that you don't need to transfer your data to other GPUs,... Source: about 1 year ago
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What are some alternatives?

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

Striim - Striim provides an end-to-end, real-time data integration and streaming analytics platform.

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.

HVR - Your data. Where you need it. HVR is the leading independent real-time data replication solution that offers efficient data integration for cloud and more.

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.

Bryteflow Data Replication and Integration - Bryteflow is a popular platform that offers many services, including data replication and integration.

Pega Platform - The best-in-class, rapid no-code Pega Platform is unified for building BPM, CRM, case management, and real-time decisioning apps.