From eeb85c1ab6a3bf1affbc3e10617e60b6e822cb3d Mon Sep 17 00:00:00 2001 From: ingwersen-erik Date: Fri, 9 Aug 2024 13:24:37 -0300 Subject: [PATCH] Delete SPECS.md --- SPECS.md | 38 -------------------------------------- 1 file changed, 38 deletions(-) delete mode 100644 SPECS.md diff --git a/SPECS.md b/SPECS.md deleted file mode 100644 index 1795c7d..0000000 --- a/SPECS.md +++ /dev/null @@ -1,38 +0,0 @@ -# Iowa Liquor Sales Forecast - -Please explore the following datasets, there are description and data -dictionaries available in the links to Iowa liquor sales: - -- Publicly available on - `BigQuery`: https://console.cloud.google.com/projectselector2/bigquery?p=bigquery-public-data&d=iowa_liquor_sale -- Same datasets are also available here for more - detail: https://data.iowa.gov/Sales-Distribution/Iowa-Liquor-Sales/m3tr-qhgy/data - -## Instructions (scripts should be done in Python): - -Take the Iowa Liquor Retail Sales dataset from `BigQuery` and build a simple -predictive model for sales forecast. Create functions to run -feature engineering, feature selection. Also create scripts for hyperparameter -tuning, model evaluation, show us the accuracy of the model, -and deploy the model to cloud run (or similar cloud services) -and walk through the code and process of how you set it up. -The model should have a scheduler so that it runs once every week. - -**Bonus point:** implement CI/CD - -## Minimum quality standards: - -- **Good enough:** Builds a reasonable model and can have it executed on the - cloud. -- **Better:** Same as above. Plus performs better modeling tasks, - such as more **advanced feature engineering**. -- **Best:** Same as above. Plus implements **CI/CD**, and/or utilizes - infrastructure as code such as [Terraform](https://registry.terraform.io/) - -The team can use code repo and cloud platform of their choice (but ideally if -they can already try this with GCP would be better). - -During the coding sessions, we will use the time to go through the result. -Considering the time given, we are not looking for a perfect solution, just -enough to better understanding of the team’s technical profile and also share -our expectations more clearly. \ No newline at end of file