Feat: Adding a tutorial for the Iowa Liquor dataset (#419)

* putting my files with docs * changing my project id * flake8 passed on notebook & test * reducing spaces in files names * reformatting the artifact * Update artifact.yaml reducing the librarires * Update artifact.yaml reducing spaces after columns * Adding test file and notebook Co-authored-by: Edouard Gahou <[email protected]>
GoogleCloudPlatform · Aug 3, 2022 · b619b71 · b619b71
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diff --git a/datasets/iowa_liquor_sales/docs/tutorials/sales_prediction/artifact.yaml b/datasets/iowa_liquor_sales/docs/tutorials/sales_prediction/artifact.yaml
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+# Copyright 2022 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+artifact:
+  title: "Iowa Liquor sales predictions"
+  description: "Predict a liquor sales price based previous years sales data using a tree based ML estimators such as Random Forest"
+  tags:
+    - libraries:sklearn,matplotlib,pandas
+    - ml:regression
+    - vertical:retail
+    - tier:free