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    Machine Learning Engineering

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    Sold by: phData 
    Machine learning engineering services with expertise across data science, engineering, and AWS to get your models into production.
    Listing Thumbnail

    Machine Learning Engineering

     Info
    Sold by: phData 

    Overview

    Throwing together ad-hoc machine learning models and proofs-of-concept is one thing, but delivering machine learning (ML) models at-scale — even on a platform like AWS — is another class of problem entirely.

    Data scientists are primarily focused on optimizing models to better solve business problems, rather than ensuring those models will be performant and scalable for a given infrastructure use case; meanwhile, traditional software engineers may not be familiar with the unique combination of tools and languages that ML applications typically rely on.

    AWS Machine Learning from phData gets your models into production. With leading experts on AWS ML and data technologies — and a proven track record delivering successful data products — we support you across the entire lifecycle of a machine learning project, from ideation to post-implementation support.

    Highlights

    • Our multidisciplinary ML teams bring the combination of data science expertise, engineering discipline, and AWS know-how you need to build, optimize, and scale production-ready ML applications that integrate with key business systems.
    • From use-case exploration to data identification and acquisition, we help you identify ML opportunities, obstacles, and goals from data discovery to model training, we provide the engineering perspective to help ensure a measurable and successful delivery.
    • Drifting models yield erroneous predictions, which lead to financial damage and risk. We help ensure models are appropriately tested and validated; from there, we work to detect issues, ensure visibility, and proactively identify and refit drifting models before they harm the business

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