module 'keras.api._v2.keras.layers' has no attribute 'Conv1d'

This error message suggests that you are trying to use the Conv1d layer from the Keras API but it is not available in the current version of the API that you are using.

One possible solution is to try importing the Conv1D layer from the tensorflow.keras.layers module instead of keras.api._v2.keras.layers.

Here is an example of how to use Conv1D from tensorflow.keras.layers:

from tensorflow.keras.layers import Conv1D

conv_layer = Conv1D(filters=32, kernel_size=3, activation='relu', input_shape=(100, 1))

Make sure you have the latest version of TensorFlow and Keras installed. You can update them using the following commands:

!pip install --upgrade tensorflow
!pip install --upgrade keras

If you are still having issues, try checking the documentation for the version of Keras you are using to see if the Conv1d layer is supported.