HuinaXu / df2017-detect

Anomaly Detection for Performance Data Using Salesforce Einstein Analytics

df2017-detect

Anomaly Detection for Performance Data Using Einstein Analytics

Dreamforce 2017 Demo Scripts

Prerequisites

Salesforce.com Analytics Cloud DatasetUtils

• DatasetUtils

Download and install Java JDK from Oracle

• Oracle JDK

After the installation is complete, open a console and check that Java version is 1.8 or higher by running the following command:

java -version

Download and install Python Programming Language

• Python Software Foundation

Download and install scikit-learn

• Machine Learning in Python

Files

• detect.sh - The main script to run all steps
• data/* - Training and test input data
• scripts/* - Python scripts to build linear regression models and get predictions
• results/ - Directory for result files
• analytics/ - Directory with Einstein Analytics load scripts
• chatter/ - Directory with sample scripts to send alerts to Salesforce Chatter