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Update explore_data.ipynb
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Updated per Amelia comment - present tense
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neelamkoshiya authored Sep 20, 2022
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8 changes: 4 additions & 4 deletions sagemaker-datawrangler/joined-dataflow/explore_data.ipynb
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"source": [
"----\n",
"## Background\n",
"In this notebook, we will download and explore the data that is used to build the SageMaker DataWrangler flow file for data processing. After running this notebook, you can follow the [README.md](README.md) for the step by step instructions to build the data processing flow file to prepare data for the machine learning task."
"In this notebook, we download and explore the data that is used to build the SageMaker DataWrangler flow file for data processing. After running this notebook, you can follow the [README.md](README.md) for the step by step instructions how to write the SageMaker DataWrangler .flow file"
]
},
{
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"\n",
"----\n",
"\n",
"Here we will download the music data from a public S3 bucket that we'll be using for this demo and uploads it to your default S3 bucket that was created for you when you initially created a SageMaker Studio workspace. "
"Here, we download the music data from a public S3 bucket. We then upload it to your default S3 bucket, which was created for you when you initially created a SageMaker Studio workspace. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First, we will import the necessary python libraries and set up the environment"
"First, we import the necessary python libraries and set up the environment"
]
},
{
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"\n",
"----\n",
"\n",
"In this section, we will perform preliminary data exploration to understand the data."
"In this section, we perform preliminary data exploration to understand the data."
]
},
{
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