Part IV. Deep Learning Trading Strategy from the beginning to the production. TFX Pipeline 2.
This is the part IV of the Deep Learning Trading Strategy from the beginning to the production series.
In this video we are going to diving deeper into the TFX pipeline.
We will look at the remaining components of the TFX Transform, Trainer, Evaluator, ModelValidator, Pusher
00:04 Intro and review of the previous video
00:27 Current video plan
01:06 TFX Transform
03:22 TFX Trainer
04:17 Input functions
04:44 Estimator problems
05:30 Problem with the Keras model and TFMA
08:05 TFMA
09:55 Model Validator
10:44 Pusher
10:56 Export to Apache Beam pipeline
Links:
TFX Webpage: https://www.tensorflow.org/tfx
TFX Chicago taxi example: https://github.com/tensorflow/tfx/blo...
Previous video: • Deep Learning Trading Strategy from t...
Files from the video: https://github.com/CloseToAlgoTrading...
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