English | Size: 1.30 GB
Genre: eLearning
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 of the exported Tensorflow model on disk
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