An Online Platform For Deploying Machine Learning Models

Posted By : Anirudh Bhardwaj | 21-Nov-2017

Machine learning models

Algorithmia, a Machine Learning platform which started off as an online marketplace is providing requisite support to the developers for deploying Machine Learning algorithms into various projects. As a matter of fact, the name Algorithmia itself is self-explanatory. As the name suggests, Algorithmia provides smart algorithms to the developers focused on Machine Learning. The algorithms can be related to face detection, object detection, pattern recognition and sentiment analysis.

 

Lately, Algorithmia has started with a new software venture by launching a service platform that will help the data scientists to deploy and manage their Machine Learning models and share them with the world. This service will help the data scientists to create advanced machine learning models in different languages using different frameworks. The platform also provides cloud hosting services to the data scientists through its two types of services. The system follows a layered architecture comprising of two separates layers. These are;

 

You may also like How to build your career in Machine Learning.

 

  • Serverless AI Layer: This will be used for hosting AI/ML models in Algorithmia cloud powered by Codex platform.

 

  • Enterprise AI Layer: Can be used for hosting services in public or private cloud.

 

Both these platforms versions allow an enterprise to add ML/AI models through git and share them with all the employees within the organizations or outside the company. The company can also manage and control to what employees the models should be accessible through permissioning and authorization. Besides, it can also handle all the DevOps operations pertaining to hosting and deployment of these models.

 

The team behind Algorithmia reveals that the company has been working for the last five years on building such an architecture that would put these models to work.

 

Over the past few months, numerous beta tests have been conducted by the company with an active involvement of government agencies that were looking for cloud hosting platforms for their models.

 

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Anirudh Bhardwaj

Anirudh is a Content Strategist and Marketing Specialist who possess strong analytical skills and problem solving capabilities to tackle complex project tasks. Having considerable experience in the technology industry, he produces and proofreads insightful content on next-gen technologies like AI, blockchain, ERP, big data, IoT, and immersive AR/VR technologies. In addition to formulating content strategies for successful project execution, he has got ample experience in handling WordPress/PHP-based projects (delivering from scratch with UI/UX design, content, SEO, and quality assurance). Anirudh is proficient at using popular website tools like GTmetrix, Pagespeed Insights, ahrefs, GA3/GA4, Google Search Console, ChatGPT, Jira, Trello, Postman (API testing), and many more. Talking about the professional experience, he has worked on a range of projects including Wethio Blockchain, BlocEdu, NowCast, IT Savanna, Canine Concepts UK, and more.

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