How do TFX pipelines work? (TensorFlow Extended)

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On today’s episode of TensorFlow Extended hosted by TensorFlow Developer Advocate, Robert Crowe, we’re asking the question, “How do TFX pipelines work?” Learn more on Episode 2 of the 5 part series on Real World Machine Learning in Production.

This video is also subtitled in Chinese, Indonesian, Italian, Japanese, Korean, Portuguese, and Spanish.

  1. TensorFlow
  2. Coding TensorFlow
  3. TensorFlow
  4. TFX pipelines
  5. TFX
  6. TensorFlow Extended
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Комментарии
Автор

thx for this tutorial. At the moment i'm tring to implment a PoC for Object detection TFX pipeline in Airflow with a Faster-RCNN model.

viktortscharf
Автор

Is it possible to read array data from BigQuery? My input is a BQ table that has several columns of type array and it seems ExampleGen does not support this.

gorjantodorovski
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A lot of the TFX pipelines concepts are influenced by Airflow's operators, DAGs, executors etc.

siddharthkotwal