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replace the public data source to a public Azure blob one (#2500)
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* replace the public data source to a public Azure blob one, to solve mount/download issue

* update pipeline registered data asset name to resolve conflict

* update e2e flow with same data asset register meta

* update file name to csv, which is the actual exist one

* update code and environment

* bump custom env version

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Co-authored-by: Anthony Hu <anthu@microsoft.com>
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eniac871 and Anthony Hu authored Jul 27, 2023
1 parent 5951e86 commit 17c72c9
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Showing 3 changed files with 83 additions and 15 deletions.
26 changes: 24 additions & 2 deletions tutorials/azureml-in-a-day/azureml-in-a-day.ipynb
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" inputs=dict(\n",
" data=Input(\n",
" type=\"uri_file\",\n",
" path=\"https://archive.ics.uci.edu/ml/machine-learning-databases/00350/default%20of%20credit%20card%20clients.xls\",\n",
" path=\"https://azuremlexamples.blob.core.windows.net/datasets/credit_card/default%20of%20credit%20card%20clients.csv\",\n",
" ),\n",
" test_train_ratio=0.2,\n",
" learning_rate=0.25,\n",
" registered_model_name=registered_model_name,\n",
" ),\n",
" code=\"./src/\", # location of source code\n",
" command=\"python main.py --data ${{inputs.data}} --test_train_ratio ${{inputs.test_train_ratio}} --learning_rate ${{inputs.learning_rate}} --registered_model_name ${{inputs.registered_model_name}}\",\n",
" environment=\"aml-scikit-learn@latest\",\n",
" environment=\"aml-scikit-learn@latest\",\n",
" experiment_name=\"train_model_credit_default_prediction\",\n",
" display_name=\"credit_default_prediction\",\n",
")"
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