01_Deploy_on_Dashboard
This deployment workflow builds a simple dashboard. Reads a pre-trained decision tree model and applies it to new data to predict customer churn. […]
08_Google_Sheet-meets-Excel
Accounting Sheets for a Restaurant Business. In 2016 an Excel File was used. In 2017 a Google Sheet was used. Now we want to compare the monthly and YTD […]
02_Document_Classification
Document Classification: Model Training and Deployment The goal of this workflow is to do spam classification using YouTube comments as the dataset. The […]
JKISeason2-21_tark
JChallenge 21: Help the Caddie (Part 1) Level: Medium Description: Caddie Tom, who assists one of the most popular golf players, has asked for your […]
01_Compute_LIMEs
Compute Local Model-agnostic Explanations (LIMEs) This is an example for computing explanation using LIME. An XGBoost model was picked, but any model […]
TB_Upgrade_WF
Option A: run all at once, use the filter regex to filter out snapshots and if needed others
Aggregate Google and Excel Sheets for Accounting
Aggregate Google and Excel Sheets for Accounting This workflow blends accounting sheets for a restaurant business from an Excel file and from a Google […]
03_Credit_scoring_data_app
A credit scoring data app to consume the model predictions.
13_H2O_AutoML_on_Spark
This workflow trains classification models for the Airlines Delay dataset using H2O AutoML on Spark. The dataset is expected to be stored on S3 in parquet […]
Compute LIME
This Component is able to create a Local Interpretable Model-agnostic Explanation (LIME) to explain the predictions of any machine learning model in […]