Archives for End-to-end AI platform

14 Mar

Guide to TensorFlow Extended(TFX): End-to-End Platform for Deploying Production ML Pipelines

image-20840
image-20840

Ever since Google has publicised Tensorflow, its application in Deep Learning has been increasing tremendously. It is used even more in research and production for authoring ML algorithms. Though it is flexible, it does not provide an end-to-end production system. On the other hand, Sibyl has end-to-end facilities but lacks flexibility. Google then came up…

The post Guide to TensorFlow Extended(TFX): End-to-End Platform for Deploying Production ML Pipelines appeared first on Analytics India Magazine.

17 Aug

Why An End-To-End AI Platform Is Needed For A Unified AI Strategy

image-14868
image-14868

End to end AI platforms can not only provide businesses with a unified AI strategy but also provide integrated tools for managing data annotation projects of any size. In this talk of Computer Vision DevCon 2020, Matthew Zeiler, Founder and CEO of Clarifai, an independent artificial intelligence (AI) company, talked about common challenges companies face…

The post Why An End-To-End AI Platform Is Needed For A Unified AI Strategy appeared first on Analytics India Magazine.