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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Ataccama ONE

    Score8.9 out of 10
    N/AAtaccama is a data quality platform handling data parsing, standardization, cleansing and matching, and data profiling.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
    Ataccama ONEMLReef
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    Ataccama ONEMLReef
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeOptionalOptional
    Additional Details——
    More Pricing Information
    Best Alternatives
    Ataccama ONEMLReef
    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
    Informatica MDM & 360 Applications
    Score5.4 out of 10
    Google Cloud AI
    Score8.7 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Ataccama ONEMLReef
    Likelihood to Recommend
    7.0
    (2 ratings)
    9.1
    (1 ratings)
    Usability
    10.0
    (1 ratings)
    -
    (0 ratings)
    Support Rating
    10.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    Ataccama ONEMLReef
    Likelihood to Recommend
    Ataccama
    Usage for enterprise wide data management and governance across wide range of user group. Ataccama ONE enables achieving higher data quality amongst the data products. It is a powerful platform that supports integration of several checks on different data sets that can be also consolidated in reports later on. Data discovery works quite fast and easy.
    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
    Ataccama
    • It is one of the leading data quality tools in the industry, in our opinion.
    • Offers free data profiling.
    • Integrates with other tools for complete end-to-end lineage.
    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
    Ataccama
    • Performance in loading
    • Reduction of pop-up messages
    Incentivized
    Read full review
    MLReef
    • Out of the box support for major cloud vendors
    Read full review
    Usability
    Ataccama
    One of the key factors in our choice to onboard Ataccama was its usability - general end users have everything at their fingertips, it is not difficult for IT developers to setup the tool, and it has been an overall pleasure.
    Read full review
    MLReef
    No answers on this topic
    Support Rating
    Ataccama
    Support has been excellent to date - very user friendly and knowledgeable to help support our needs and issues as they arise.
    Read full review
    MLReef
    No answers on this topic
    Alternatives Considered
    Ataccama
    Ataccama ONE is a designated tool for Data quality monitoring. Supports end to end. Quite easy to deploy. Alteryx is more about coding or almost as complicated while Ataccama ONE is a bit easier to use. Different interfaces. Many views automatically available for data sets in Ataccama ONE. Output is vizualized in the tool. While more data transformation is required in Alteryx.
    Incentivized
    Read full review
    MLReef
    No answers on this topic
    Return on Investment
    Ataccama
    • Less data inconsistencies in the system enable processes to run smoother without interruptions
    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