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Data Pipelines with TensorFlow Data Services

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  • Data Pipelines with TensorFlow Data Services
    • This week, you will be able to perform efficient ETL tasks using Tensorflow Data Services APIs
  • Splits and Slices API for Datasets in TF
    • In this week, you will construct train/validation/test splits of any dataset - either custom or present in TensorFlow hub dataset library - using Splits API
  • Exporting Your Data into the Training Pipeline
    • This week you will extend your knowledge of data pipelines
  • Performance
    • You'll learn how to handle your data input to avoid bottlenecks, race conditions and more!