Machine Learning with Business Rules on IBM Z: Acting on Your Insights Machine Learning with Business Rules on IBM Z: Acting on Your Insights

Machine Learning with Business Rules on IBM Z: Acting on Your Insights

Mike Johnson والمزيد

وصف الناشر

This Redpaper introduces the integration between two IBM products that you might like to consider when implementing a modern agile solution on your Z systems. The document briefly introduces Operational Decision Manager on z/OS and Machine learning on z/OS. In the case of Machine Learning we focus on the aspect of real-time scoring models and how these can be used with Business Rules to give better decisions.

Note: Important changes since this document was written:
This document was written for an older release of Operational Decision Manager for z/OS (ODM for z/OS). ODM for z/OS 8.9.1 required the writing of custom Java code to access a Watson Machine Learning for z/OS Scoring Service (this can be seen in ). Since that time ODM for z/OS version 8.10.1 has been released and much improves the integration experience. Integrating the two products no longer requires custom Java code. Using ODM for z/OS 8.10.1 or later you can use an automated wizard in the ODM tooling to:

Browse and select a model from Watson Machine Learning
Import the Machine Learning data model into your rule project
Automatically generate a template rule that integrates a call to the Watson Machine Learning scoring service

Download and read this document for:

Individual introductions to ODM for z/OS and Machine learning
Discussions on the benefits of using the two technologies together
Information on integrating if you have not yet updated to ODM for z/OS 8.10.1

For information about the machine learning integration in ODM for z/OS 8.10.1 see "IBM Watson Machine Learning for z/OS integration" topic in the ODM for z/OS 8.10.x Knowledge Center at:
https://www.ibm.com/support/knowledgecenter/en/SSQP76_8.10.x/com.ibm.odm.zos.develop/topics/con_ml_integration_overview.html

النوع
كمبيوتر وإنترنت
تاريخ النشر
٢٠١٩
١١ ديسمبر
اللغة
EN
الإنجليزية
عدد الصفحات
٤٢
الناشر
IBM Redbooks
البائع
International Business Machines Corp
الحجم
١٫٦
‫م.ب.‬
Systems of Insight for Digital Transformation: Using IBM Operational Decision Manager Advanced and Predictive Analytics Systems of Insight for Digital Transformation: Using IBM Operational Decision Manager Advanced and Predictive Analytics
٢٠١٥
Systems of Insight Overview Systems of Insight Overview
٢٠١٥
Business Process Management Design Guide: Using IBM Business Process Manager Business Process Management Design Guide: Using IBM Business Process Manager
٢٠١٥
Optimization and Decision Support Design Guide: Using IBM ILOG Optimization Decision Manager Optimization and Decision Support Design Guide: Using IBM ILOG Optimization Decision Manager
٢٠١٢
Patterns: Integrating WebSphere ILOG JRules with IBM Software Patterns: Integrating WebSphere ILOG JRules with IBM Software
٢٠١١
Modernizing IBM i Applications from the Database up to the User Interface and Everything in Between Modernizing IBM i Applications from the Database up to the User Interface and Everything in Between
٢٠١٥
Make Money Online: A Step By Step Guide Make Money Online: A Step By Step Guide
٢٠١٥
Supergirl Vol. 1: Last Daughter of Krypton Supergirl Vol. 1: Last Daughter of Krypton
٢٠١٢
Supergirl Vol. 2: Girl in the World Supergirl Vol. 2: Girl in the World
٢٠١٣
Earth 2: World's End Vol. 1 Earth 2: World's End Vol. 1
٢٠١٥
Supergirl Vol. 3: Sanctuary Supergirl Vol. 3: Sanctuary
٢٠١٤
Supergirl (2011-2015) #1 Supergirl (2011-2015) #1
٢٠١٣
AI and Big Data on IBM Power Systems Servers AI and Big Data on IBM Power Systems Servers
٢٠١٩
IBM PowerAI: Deep Learning Unleashed on IBM Power Systems Servers IBM PowerAI: Deep Learning Unleashed on IBM Power Systems Servers
٢٠١٩
The Problem with Native JavaScript APIs The Problem with Native JavaScript APIs
٢٠١٢
Developing Node.js Applications on IBM Cloud Developing Node.js Applications on IBM Cloud
٢٠١٧
Efficient Learning Machines Efficient Learning Machines
٢٠١٥
Microsoft Azure Essentials Azure Machine Learning Microsoft Azure Essentials Azure Machine Learning
٢٠١٥