fix: use present tense

sagemaker-pipelines/tabular/caching/sagemaker-pipelines-caching-steps.ipynb

@@ -526,15 +526,15 @@
    "metadata": {},
    "source": [
     "## Caching Behavior\n",
-    "In the next part of the notebook, we observe both cache hit and cache miss scenarios. There are many parameters that are passed into SageMaker pipeline steps. Some directly influence the results of the corresponding SageMaker jobs such as the input data, while others describe how the job will run, for example an `instance_type`. When parameters from the first group are updated, a cache miss occurs and the step will re-run. When parameters from the second group are updated, a cache hit occurs and the step does not execute, as the job results are unaffected. In the following pipeline execution examples, parameters from both categories are updated and the effects of each one are observed."
+    "In the next part of the notebook, we observe both cache hit and cache miss scenarios. There are many parameters that are passed into SageMaker pipeline steps. Some directly influence the results of the corresponding SageMaker jobs such as the input data, while others describe how the job will run, for example an `instance_type`. When parameters from the first group are updated, a cache miss occurs and the step re-runs. When parameters from the second group are updated, a cache hit occurs and the step does not execute, as the job results are unaffected. In the following pipeline execution examples, parameters from both categories are updated and the effects of each one are observed."
    ]
   },
   {
    "cell_type": "markdown",
    "id": "8b287cd8",
    "metadata": {},
    "source": [
-    "There are many other parameters outside of these examples - for more information on how they affect caching, or for more information on how to opt in or out of caching, please refer to the [Developer Guide](https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-caching.html) and the [Python SDK docs](https://sagemaker.readthedocs.io/en/stable/amazon_sagemaker_model_building_pipeline.html#caching-configuration). "
+    "There are many other parameters outside of these examples - for more information on how they affect caching, or for more information on how to opt in to or out of caching, please refer to the [Developer Guide](https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-caching.html) and the [Python SDK docs](https://sagemaker.readthedocs.io/en/stable/amazon_sagemaker_model_building_pipeline.html#caching-configuration). "
    ]
   },
   {