52 weeks Live Coding MLOps Episode 3: Serving out TensorFlow models

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United States Pragmatic AI Labs
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Published on ● Video Link: https://www.youtube.com/watch?v=ZpT0NhrPQgE


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Duration: 29:19
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3

Episode three covers serving models with TensorFlow Serving

00:00 Intro
02:02 Launching Github CodeSpaces
04:00 Running make install
05:00 Creating Bash script to run TensorFlow serving
09:00 Feeding model to TensorFlow Serving
14:00 Querying TensorFlowServing API
16:00 Trying Docker version of TensorFlow Serving
22:00 Trying MNIST with TensorFlow Serving
23:00 Using Docker pull to speed up the process
27:30 Invoking TensorFlow Serving model endpoint

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