| Description | Algorithmia is an MLOps platform that has been designed to ease out the struggles with long deployment timelines associated with machine learning. The platform brings probable models for production and starts operating at its finest to produce actual enterprise-level results. Its inbuilt deployment functionality looks after connecting, loading, cataloguing and validating the registered designs for production. The operations feature manages the budget while monitoring various operations tallied with real-time usage of infrastructure. This, in turn, ensures high-speed delivery of machine learning (ML) projects. Security is again an issue that mostly tends to become a hindrance while using MLOps platforms. However, with Algorithmia, the possibility of a security breach is eliminated thanks to advance reporting and industry-level security layers to protect every bit of the registered data. Further, Algorithmia ensures the delivery of ML models at a rate that is twelve times faster as compared to other methods and that too with, minimal additional costs involved. Read more | MLflow is a futuristic machine learning platform that helps developers manage the entire machine learning lifecycle in an efficient manner. In addition, it also helps users to proceed with experimentation, deployment, and reproducibility of codes. Currently, MLflow offers four components to individual users. The first component is Tracking, which helps developers with logging parameters, metrics, code versions, and output files while running the machine learning code and result analytics part. The second component is Projects that include a command-line and other API tools facilitating seamless management of projects in progress. This also makes it possible for developers to bring all projects with a single workflow. The third component being Models, which can be used for packaging machine learning models, besides proceeding with deployment in diverse serving environments. Finally, Registry- a centralized model serves as a store for APIs and UI, besides helping out users to proceed with the full life cycle of an MLflow Model. Real-time integration facilities with Kubernetes, Google Cloud, and TensorFlow, enables seamless business management. Read more | Qualified's assessment platform is the most effective technique to evaluate coding abilities. Use standardised tests to better understand the strengths and shortcomings of developers. All of the tests have been professionally developed and are intended to evaluate real-world abilities that are relevant to your vacant positions.Create a comprehensive developer profile that includes language and framework-specific competencies, soft skills, and working style. Analyze candidate performance to see how they stack up against your team or all other developers on the Qualified platform.It has a vast list of features such as - Create your own assessments, from little to large-scale projects, without ever leaving their platform. Detailed benchmarking statistics to help you understand the relative complexity of each evaluation, as well as how each developer compares to other software engineers across the world.One of its most beneficial features is code review tools - provides a comprehensive set of code review tools that help save time and gain insight into the quality of developer’s code and working style.Recreate your code project to deploy and grade it at scale. Read more | Workvivo is a new breed of employee communication platform designed to build natural, meaningful bonds between teams while helping companies reach and engage their employees in ways that traditional tools simply can’t. Read more |
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Algorithmia Teams Others Algorithmia Teams Custom Algorithmia Enterprise Advanced Custom |
MLflow Custom |
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Workvivo Custom |
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Azure Machine Learning Studio
4.5 Based on 65 Ratings 
Amazon SageMaker
4.4 Based on 42 Ratings |
Azure Machine Learning Studio
4.5 Based on 65 Ratings 
Algorithmia
4.6 Based on 13 Ratings |
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| Company Details | Located in: Seattle, Washington Founded in: 2013 | Located in: San Francisco, California | Located in: San Francisco, California Founded in: 2016 | Located in: Cork city, Ireland Founded in: 2017 |
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+1 206-552-9054 https://algorithmia.com/ |
Not available https://mlflow.org/ |
Not available https://www.qualified.io/ |
Not available https://www.workvivo.com/ |
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