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Algorithmia Review

3

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Excellent

Revainrating 5 out of 5  
Rating 
5.0
Artificial Intelligence, AI and Machine Learning Operationalization

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Description of Algorithmia

Algorithmia is the enterprise machine learning operations (MLOps) platform. It manages all stages of the production ML lifecycle within existing operational processes, so you can put models into production quickly, securely, and cost-effectively. Unlike inefficient and expensive do-it-yourself MLOps management solutions that lock users into specific technology stacks, Algorithmia automates ML deployment, optimizes collaboration between operations and development, leverages existing SDLC and CI/CD systems, integrates with best-of-breed tools, and provides advanced security and governance. Over 130,000 engineers and data scientists have used Algorithmia’s platform to date, including non-governmental organizations, government intelligence agencies, and Fortune 500 companies.

Reviews

Global ratings 3
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Type of review

Revainrating 5 out of 5

Easy way of adding Machine Learning into your application

The ability to easily deploy custom algorithms in our cloud environment without having to write any code! We have been able to utilize multiple providers for different needs such as image recognition, text analysis, sentiment detection etc. There are some features that we would like to see added but overall it has been very easy to use. I think they could improve their documentation or add more examples. Currently there is not much out there when looking at AI services that allows us to just…

Pros
  • Easy interface
  • Flexibility around building your own models.
  • Lots if options available through various APIs (MLP) from Facebook/Microsoft / Google..etc.and also you can create new ones using TensorFlow API's which makes this tool really powerful compared other tools i've used previously
Cons
  • So-so

Revainrating 5 out of 5

A quick and simple way into Machine Learning

The easy to use interface for data scientists that allows them to create predictive algorithms in just minutes. This tool also has an API which makes it easier to integrate with other tools like Google Cloud Platform or Amazon Web Services. There are some downsides such as not being able to train your own model using their software but this is more related to limitations of third party vendors rather than the product itself. We have been solving problems regarding fraud detection at our…

Pros
  • Easy way tp build machine learning models
  • Can be integrated easily into AWS EMR, Databricks Spark etc.
  • Useful APIs available through REST endpoints (ease integration)
  • Good documentation
  • I found everything clear from docs without any confusion about features offered/not provided within various services e
Cons
  • Will fit

Revainrating 5 out of 5

Overall excellent experience and customer care

The most important thing I like about this software toolkit for building AI applications in Python language is that it has very good documentation with examples which makes working with python API easier than other toolsets available out there. Also, their support team helps me to solve my issues as soon as possible. There are some features missing from this product such as integration with Azure Data Factory service but overall everything works great! If your looking at using any type of data…

Pros
  • Highly intuitive interface
  • Easy access control capabilities over all requests made through application environment via user roles.
  • Reliability / stability (most times)
  • Very fast response time when executing queries/queries processing
  • Integration capability we use several external platforms within one single flow e.g integrate google maps into web app built upon Spring Boot framework
Cons
  • Nothing