Quest Forum Digital Event 2020

Complex performance situations are not always quickly diagnosable using an AWR time-based analysis or an ASH sample-based analysis. And certainly, the diagnosis will not be completed the second new data becomes available or before a support ticket has been received!

A solution is to use a supervised learning classification machine learning model. We can train the model to recognize and "understand" a virtually unlimited number of Oracle performance and business-related data.

Once trained, we will present the model with just-available data asking, for example, if a support ticket will likely be submitted. Or perhaps, if the performance will likely be green, yellow, or red.

Join me as I build a "Poor Performance" indicator using 100% free industry-standard tools, such as Python and the "Always Free" Oracle Autonomous Database with Oracle ML SQL Notebooks. All presentation slides, scripts, and a recording of the demonstration are available!

Quest Forum Digital Event 2020

This presentation will focus on preparing for the Oracle 20c database and new features such as AutoML.  This presentation will also look at a few 19c/18c new features that should be in use now.  We'll look at how Machine Learning and Autonomous Database will change the role of the future DBA.

Quest Forum Digital Event 2020

Cloud is transforming the enterprise and the career path of the DBA. See how. As cloud gains momentum and migrations of applications and databases become more common, the question is often asked: "Does Cloud mean the end of the DBA?" Cloud is likely not the end of the DBA, but instead an agent in unprecedented change. This webcast will cover how Cloud is bringing about that evolution and what today's DBAs must know to be successful in a Cloud-enabled future.

The future is here, let's take advantage of it today!

Quest Forum Digital Event 2020

Powerful Machine Learning (ML) is now available to Oracle DBAs. Over the past few years, a number of changes have occurred making this possible. As Oracle DBAs, it is now our turn to leverage ML, enabling us to do things never before possible.

But there is a lot to learn. Everything from methodology to math to tools. And then the nagging question of, are there real machine learning use cases for the Oracle DBA?

In this presentation, I'm going to introduce you to the world of ML from a DBA perspective! This includes understanding what ML is, why use it, and why now. The ah-ha moment will occur when you realize many of our monitoring, alerting, diagnosis, and analysis skills are significantly enhanced with ML.

I will demonstrate a simple yet complete ML project using Python and the "Always Free" Oracle Autonomous Database with Oracle ML SQL Notebooks. All presentation slides, scripts, and a recording of the demonstration are available!

Quest Forum Digital Event 2020

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.

Quest Forum Digital Event 2020

Artificial Intelligence (AI) and Machine Learning (ML) are a lot like preserving the Earth's environment: Almost everyone is talking about what should be done to save it, but very few people have committed to actually doing something about it.

This session demonstrates a few real-life opportunities to discover unseen patterns and relationships within sample financial and election data by leveraging the AI and ML capabilities already built into Oracle Autonomous Database.

Quest Forum Digital Event 2020

The pace of innovation has never moved so fast. Manufacturing, automotive, and high tech companies are transforming, resulting in improved performance, faster innovation, better customer service, and increased market share. Advanced technologies are enabling new business models previously considered unrealistic or impossible. If you are not taking advantage of these advanced technologies to transform your business, you run the real risk of being left behind. In this session, learn what manufacturing leaders are doing today, what keeps them up at night, and how they are hyper-focused on making the transition.

Quest Forum Digital Event 2020

Robotic Process Automation, Digital Assistants & Chatbots, Artificial Intelligence (AI), Machine Learning (ML) - Why they are important and have an ROI.

Quest Forum Digital Event 2020

Whether looking to add new capabilities to extend Oracle SaaS or create ways to support new business models, companies are under tremendous pressure to deliver innovation on top of modern ERP/SCM/HCM and CX systems. Oracle Cloud Platform's intelligent automation capability combines the AI/ML power of Oracle Digital Assistant, Oracle Integration, Oracle Visual Builder, and Oracle Content and Experience to automate and design new experiences across and beyond Oracle SaaS. Join this session to see how Oracle’s AI-powered, developer-friendly Cloud Platform enables Oracle SaaS extensibility while ensuring upgrades, and assimilates intelligent automation seamlessly. Hear how a customer was empowered to deliver innovative ways to engage with Oracle SaaS.

Quest Forum Digital Event 2020

Machine Learning and Artificial Intelligence are big buzz words today, but what really is Machine Learning?  What are the techniques behind the most common methodologies?  How can we use ML effectively to get good consistent results?  These are questions that will be explored in this session along with some fundamental concepts that machine learning is built upon. It will include how to build, validate, and test ML algorithms and choose the right methodology that works for your data set.