52-Weeks-Live-Coding-MLOps-Episode-1



52-Weeks-Live-Coding-MLOps-Episode-1

52-Weeks-Live-Coding-MLOps-Episode-1


Video description

First episode of the series 52 weeks of MLOps. This episode starts with Tensorflow.

00:00 Intro 03:00 Walk through of options for deploying Tensorflow 06:00 Using Colab Notebook runtime options including GPU and TPU 08:00 Creating a copy of Colab into Github 09:41 Using MNIST dataset to do work with Keras 12:48 Training a model with Keras in Colab 14:00 Running a simple TFX Pipeline in Colab with Tensorflow 23:00 Inspecting the contents …


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