Hope you have heard about the Oracle’s Self Driving Autonomous Database. Autonomous Database is an autonomous data management software in the cloud to deliver automated patching, upgrades, and tuning — including performing all routine database maintenance tasks while the system is running — without human intervention. This new autonomous database is self-driving, self-securing, and self-repairing, which helps to eliminate manual database management and human errors. Also, there is also a secret weapon called Machine Learning in a Box built into the Oracle Autonomous Database Platform. Here is a quick lab guide to get you started on how to use the Oracle Autonomous Database Platform.

In this article, I would like to walk you through a practical example of how we can take advantage of the Machine Learning capability in the Oracle Autonomous Database Platform and make decisions instantly.

Here is a background of our Fictitious company: Vision Housing Finance Corp that deals in home loans. They have a presence across all urban, semi-urban and rural areas. Customer first applies for a home loan after that company validates the customer eligibility for a loan.

Problem

VisionCorp wants to automate the loan eligibility process (real-time) based on customer detail provided while filling the online application form. These details are Gender, Marital Status, Education, Number of Dependents, Income, Loan Amount, Credit History and others. So they would like to understand if they can take their existing data sets and apply some machine learning to automate the loan decision-making process. You can download the historical dataset that this company has provided from here.

Continue reading “Applying Oracle Machine Learning in Oracle Autonomous Database on Home Loan Approval Data”

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You’re invited to a unique workshop to experience Oracle’s world-class Autonomous Chatbot & Mobile Cloud Platform in action.  Bring the team, as this applies to Business Managers, User Experience Managers, Developers and Architects alike.

This exciting session will include a business presentation, demonstration, and a hands-on workshop so you will leave knowing:

• How autonomous software can free up time for your employees to focus on high value tasks, by executing autonomously mundane tasks across your business.
• How your business can easily take advantage of AI to reduce inefficiencies and save time and money, whether it is about self-service for customers, employees or suppliers.
• How this unique Oracle autonomous strategy is transforming app development quickly.

Optional Hands-On Session – Autonomous Mobile Cloud Platform
Following the presentation we will run a mini hands-on workshop where you will experience how Oracle is approaching this innovative and transformative technology to help build the next generation mobile channel. You’ll experience the power of Chatbot, one of the most revolutionary technologies that leverages AI and delivers a 40-50% improvement in communication productivity in just a few weeks.

Please bring your Wi-Fi enabled laptop and mobile phone with you to take advantage of this session.

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Agenda:

09:00am                       Registration

09:30am                       Workshop starts

10:30am                        Morning tea

12:00pm                        Workshop concludes with lunch

12:30pm – 3:00pm     Optional hands-on session

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Presenter:   Vijay Kumar Yenne  or  Michael Scheelhardt

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Event Locations & Registration:

BRISBANE – ORACLE OFFICE – Tuesday, 23 October
SYDNEY – ORACLE OFFICE – Thursday, 25 October
MELBOURNE – ORACLE OFFICE – Tuesday, 30 October
ADELAIDE – ORACLE OFFICE – Thursday, 22 November
AUCKLAND – ORACLE OFFICE – Thursday, 29 November

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For more workshops:  Oracle ANZ Live S2V Workshop Series