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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM watsonx.data intelligence

    Score9.2 out of 10
    N/AIBM® watsonx.data intelligence provides data governance software (formerly IBM Knowledge Catalog) that provides a data catalog to automate data discovery, data quality management and data protection - for both structured and unstructured data.N/A

    MLReef

    Score9.1 out of 10
    Enterprise companies (1,001+ employees)
    MLReef is a Machine Learning development platform that aims to democratize ML innovation across the entire organization. Distributed ML Development: - up to 5X in ML development throughput - up to 85% less dependency on internal data science capacity - Distributed workload on complex data tasks with seamless involvable domain experts - Higher acceptance of deploye models ad development is a joint task Q: What is Distributed ML…N/A
    Pricing
    IBM watsonx.data intelligenceMLReef
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    IBM watsonx.data intelligenceMLReef
    Free Trial
    YesYes
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeOptional
    Additional DetailsIBM watsonx.data intelligence's pricing that scales with usage and functionality. watsonx.data intelligence can be deployed in various environments such as cloud, hybrid, or on-premises. The on-premises offering is available via subscription or perpetual licenses, charged with a consumption-based Resource Unit model. The SaaS offering is available via Resource Units or Instances, with the ability to upgrade to higher tiers as needed.—
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    Best Alternatives
    IBM watsonx.data intelligenceMLReef
    Small Businesses
    No answers on this topic
    TensorFlow
    Score7.6 out of 10
    Medium-sized Companies
    No answers on this topic
    Google Cloud AI
    Score8.7 out of 10
    Enterprises
    No answers on this topic
    Google Cloud AI
    Score8.7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM watsonx.data intelligenceMLReef
    Likelihood to Recommend
    8.7
    (3 ratings)
    9.1
    (1 ratings)
    User Testimonials
    IBM watsonx.data intelligenceMLReef
    Likelihood to Recommend
    IBM
    The IBM Watson Knowledge Catalog is most well suited for large companies. With large companies storing data for a long amount of time, this can be helpful to allow all team members to find documents with ease. It would be less appropriate for storage that is deleted very often or does not needs to be saved for long amounts of time.
    Incentivized
    Read full review
    MLReef
    Works well if you have to involve different roles in different organizations in a project. Less suited when you have a complex system of custom developed tools
    Read full review
    Pros
    IBM
    • Data discovery.
    • Technical Data Lineage.
    • Business Data Lineage.
    • Data .
    • Multiple Data Catalog Management.
    • Creation of Governance Rules.
    • Data Masking.
    Incentivized
    Read full review
    MLReef
    • Helps us to take on more client projects
    • Can be used by data analysts as well as casual users
    Read full review
    Cons
    IBM
    • I think an industry-specific data catalog service will be good.
    • Effective alignment of IBM consulting services and bringing in an Industry point of view will be great.
    • Effective reach out like roadshows, etc. will be good.
    Incentivized
    Read full review
    MLReef
    • Out of the box support for major cloud vendors
    Read full review
    Usability
    IBM
    It is very easy to use and very intuitive Es muy sencilla de utilizar y muy intuitiva
    Incentivized
    Read full review
    MLReef
    No answers on this topic
    Alternatives Considered
    IBM
    The IBM Watson Knowledge Catalog is a great amount of storage for the price. It is easily accessed by all users in the company. It provides great search features and clear pathways to locate documents. This is great for the team and our client when needing access to a specific document.
    Incentivized
    Read full review
    MLReef
    No answers on this topic
    Return on Investment
    IBM
    • The negative note: is that it needs to have a very secure cloud infrastructure and with its data well defined for integration with other databases.
    • The positive point: allows for quick data discoveries aiding a quick implementation of privacy programs.
    Incentivized
    Read full review
    MLReef
    • We can handle 4 to 6 times more projects at the same time with our team
    • We stay engaged with our customers well beyond the project duration
    Read full review
    ScreenShots

    MLReef Screenshots

    Screenshot of ML Pipeline creation - from fully flexible git repositories to addressable, explorable and easy accessible drag-and-drop elementsScreenshot of A knowledgebase for your organization: ML Projects and AI Modules (scripts)Screenshot of Full version control and transparent experiment trackingScreenshot of Repositories to manage your scripts (SCM) and data (pipelines)Screenshot of Manage your team, groups and projects with access rights and granular permissions