Swap out broken Tensorflow docs link
Also, told me `TFRecord` is preferable to `TFRecords`.
(I'm making this fix on so I figured I'd mirror it here.)
@@ -31,19 +31,19 @@ This sample consists of two parts:
Data pre-processing step involves reading data from Google Cloud BigQuery
and converting it to
-[TFRecords](https://www.tensorflow.org/api_guides/python/python_io)
+[TFRecord](https://www.tensorflow.org/guide/datasets#consuming_tfrecord_data)
format.
### Model Training
-Model training step involves taking the pre-processed TFRecords data and
+Model training step involves taking the pre-processed TFRecord data and
training a linear classifier using Stochastic Dual Coordinate Ascent (SDCA)
optimizer, or a deep neural network classifier.
## Data Format
Above dataset is available in BigQuery and need to be transformed to
-TFRecords format for the sample code to work. Make sure to run the data through
+TFRecord format for the sample code to work. Make sure to run the data through
the pre-processing step before you proceed to training.
## Pre-Processing Step
