@@ -98,7 +98,7 @@ def remote(
9898
9999 dependencies (str): Either the path to a dependencies file or the reserved keyword
100100 ``auto_capture``. Defaults to ``None``.
101- If dependencies is provided, the value must be one of the following:
101+ If `` dependencies`` is provided, the value must be one of the following:
102102
103103 * A path to a conda environment.yml file. The following conditions apply.
104104
@@ -128,7 +128,7 @@ def remote(
128128 ``SAGEMAKER_JOB_CONDA_ENV`` must already exist in the image.
129129 * If none of the above conditions are met, conda is not used. Dependencies are
130130 installed at the system level, without any virtual environment, and the function
131- annotated with the remote decorator is invoked using the python runtime available
131+ annotated with the remote decorator is invoked using the Python runtime available
132132 in the system path.
133133
134134 * The parameter dependencies is set to auto_capture. SageMaker will automatically
@@ -187,7 +187,7 @@ def remote(
187187 instance_count (int): The number of instances to use. Defaults to 1.
188188
189189 instance_type (str): The Amazon Elastic Compute Cloud (EC2) instance type to use to run
190- the SageMaker job. e.g. ml.c4.xlarge. If not provided, ValueError is thrown.
190+ the SageMaker job. e.g. ml.c4.xlarge. If not provided, a ValueError is thrown.
191191
192192 job_conda_env (str): The name of the conda environment to activate during job's runtime.
193193 Defaults to ``None``.
@@ -475,7 +475,7 @@ def __init__(
475475 ):
476476 """Constructor for RemoteExecutor
477477
478- Unless mentioned otherwise, the construcutor first looks up the value from the SageMaker
478+ Unless mentioned otherwise, the constructor first looks up the value from the SageMaker
479479 configuration file. If no value is specified in the configuration file or no configuration
480480 file is found, the constructor selects the default as specified below. For more
481481 information, see `Configuring and using defaults with the SageMaker Python SDK
@@ -487,7 +487,7 @@ def __init__(
487487
488488 dependencies (str): Either the path to a dependencies file or the reserved keyword
489489 ``auto_capture``. Defaults to ``None``.
490- If dependencies is provided, the value must be one of the following:
490+ If `` dependencies`` is provided, the value must be one of the following:
491491
492492 * A path to a conda environment.yml file. The following conditions apply.
493493
@@ -517,7 +517,7 @@ def __init__(
517517 ``SAGEMAKER_JOB_CONDA_ENV`` must already exist in the image.
518518 * If none of the above conditions are met, conda is not used. Dependencies are
519519 installed at the system level, without any virtual environment, and the function
520- annotated with the remote decorator is invoked using the python runtime available
520+ annotated with the remote decorator is invoked using the Python runtime available
521521 in the system path.
522522
523523 * The parameter dependencies is set to auto_capture. SageMaker will automatically
@@ -576,7 +576,7 @@ def __init__(
576576 instance_count (int): The number of instances to use. Defaults to 1.
577577
578578 instance_type (str): The Amazon Elastic Compute Cloud (EC2) instance type to use to run
579- the SageMaker job. e.g. ml.c4.xlarge. If not provided, ValueError is thrown.
579+ the SageMaker job. e.g. ml.c4.xlarge. If not provided, a ValueError is thrown.
580580
581581 job_conda_env (str): The name of the conda environment to activate during job's runtime.
582582 Defaults to ``None``.
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