cesar-sap / sapleonardo

SAP Leonardo + Tensorflow

SAP Leonardo + Tensorlow

What is SAP Leonardo? SAP Leonardo Machine Learning is the new branding for SAP's entire portfolio of intelligent applications and services

Dataset and demo

This demo is built on a subset of the information from the New York City Taxi & Limousine Commission. The full dataset is about 1,000 Millions Records. For the sake of simplicity this demo runs only on a month data. You can run the analytics on the full dataset using SAP HANA. For more information on the dataset

In this demo we will use Tensorflow machine learning library to train a model on Taxi usage and later use this model to predict the demand on different parts of the New York City

For the impatient

Browse the notebook and the results directly on github

Run on your laptop

Download and install Docker

Clone/download this github repository

On a console run this command, change PATH with the path used to uncompress the code

docker run -v PATH:/notebooks -it -p 8888:8888 tensorflow/tensorflow:1.4.0

Copy the url from the output console and open your browser

    Copy/paste this URL into your browser when you connect for the first time,
    to login with a token:
        http://localhost:8888/?token=e310f1aa8f772f5aaadb9c14d9eac157e7f7dbcc94811d12

From here you can open and run the notebook called nyc-passengers-predict

Next steps

Register for a SAP Cloud Platform Trial

More information on Foundation to SAP Leonardo

Tania Perez

SAP Analytics Expert