ODTUG Kscope is the premier educational conference for Oracle technology users, attracting Oracle experts from all over the globe. No other conference in the Oracle world features this kind of development-specific training and content, including lessons learned by other companies facing similar challenges and hundreds of opportunities to discover money-saving techniques. ODTUG Kscope offers a dynamic experience and a unique learning environment for attendees, with over 200 technical sessions, hands-on training, all-day symposiums, and networking with Oracle experts.
This presentation will look at the current state of technology and how Machine Learning, AI, Mixed Reality, Robotics, Implants, and Quantum Computers will shape the future. For this, there is standing room only in the twilight zone.
You may know Autonomous Health Framework (AKA Trace File Analyzer) as that thing you have to run before Oracle will assign on your new service requests. Not ringing a bell? What if I said it's the tool that alerts about being over 180 days old every time you run it? Yup, that's it! Few may appreciate that AHF is more than a stepping stone to getting SRs assigned – it's the fast track for identifying and solving them! Fewer still realize that helping Oracle Support find and fix problems is a fraction of what it does (and an unimpressive piece at that). Simply put, using AHF only to generate diagnostics for service requests is like carrying a Swiss Army Knife just for the toothpick!
In this session I'll teach you how to use AHF like a pro – even ways it can help you escape disaster with McGyver-like ease. You'll learn:
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This presentation will focus on what specific Algorithms that are inside Oracle can be applied to Business Problems. Robots may be the first to truly learn Machine Learning (ML) and expand into Artificial Intelligence (AI). Python is one of the keys to Machine Learning as we program the invention of Man's Mind to further replace man's most basic tasks. This session will focus on ML 101 and building the future ahead. Some business issues are seasonal, some relate to customers with certain attributes, some relate to customers we don't know exist, but all can be solved by using the correct algorithm to quickly prescribe a better corporate future.
This session is a crash course in modern finance and how to apply emerging technologies to your company’s accounting function. You’ll learn how we used intelligent character recognition to turn thousands of documents into data in seconds with accuracy rivaling human data entry.
You’ll see machine learning in action as we classify documents and route them for human-in-the-loop learning. Every document that goes into or out of accounting, from spreadsheets to checks, bank statements, ap/ar invoices, purchase orders is classified and reconciled in real time enabling a continuous close for financing.
At the center of this solution is Oracle Application Express with its REST web service engine to integrate services across banks, treasury management, AP, AR, Assets, and GL. REST functions allow robotic process automation of Oracle EPM and Fusion ERP low level tasks enabling a more SOX-able solution by eliminating manual process.
You’ll have a chance to put hands on the system as you snap a picture of a handwritten invoice and watch it fully account code in seconds from a mobile device.
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Database activity is indeed a strange realm. There are temporal relationships, multiple intertwining trends, and bizarre business workloads. Trying to detect anomalous activity is like trying find an unusual grain of sand. They all look unusual!
Machine learning cluster models have the ability to quickly detect anomalous activity. This particular presentation is focused on the building, deployment, and operations of a multiple k-means cluster unsupervised learning model to detect anomalous Oracle DB activity for a company that manages large customer Oracle-based systems.
The underlying algorithms and how we apply them is fascinating. And, applying them to our work makes them come to life in very real and relevant ways.
All you need to do what I demonstrate, is a Gmail account! In fact, all the processing, software, and network activity is done in a cloud. OraPub will provide you with a live and active system that resides in an Oracle Cloud Autonomous database.
Join me on a fascinating journey as we explore how to use multiple cluster ML models to detect anomalous DB activity.
If you’ve never participated in the ODTUG Kscope Lunch and Learn, here’s what you can expect. Duties for each role can be found below.
Thank you in advance for responding as soon as possible and for your willingness to help make the ODTUG Kscope22 Lunch and Learn better than ever!
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