[Dúvida] Duvida na Funcão Indexa)colecao da aula 4 - capitulo 3

Boa tarde a todos!

Ao gerar a função indexa_colecao o Pycharm me retorna o erro abaixo. Alguem mais passou por isso?

Traceback (most recent call last):
  File "C:\Users\marce\PycharmProjects\Face_analise\index.py", line 29, in <module>
    indexa_colecao(imagens)
  File "C:\Users\marce\PycharmProjects\Face_analise\index.py", line 15, in indexa_colecao
    response = client.index_faces(
  File "C:\Users\marce\PycharmProjects\Face_analise\venv\lib\site-packages\botocore\client.py", line 515, in _api_call
    return self._make_api_call(operation_name, kwargs)
  File "C:\Users\marce\PycharmProjects\Face_analise\venv\lib\site-packages\botocore\client.py", line 934, in _make_api_call
    raise error_class(parsed_response, operation_name)
botocore.errorfactory.ResourceNotFoundException: An error occurred (ResourceNotFoundException) when calling the IndexFaces operation: The collection id: faces does not exist

segue codigo utilizado:
def indexa_colecao(imagens):
for i in imagens:
    response = client.index_faces(
        CollectionId='faces',
        DetectionAttributes=[
        ],
        ExternalImageId=i[:-4],
        Image={
            'S3Object': {
                'Bucket': 'fa-imagens-marcasseb',
                'Name': i,
            },
        },
    )