Tag: Autonomous Database
Quest Forum Digital Event 2020
Oracle Machine Learning “moves the algorithms to the data”, processing data where it resides—in the Oracle Database (On-premises, Cloud, and Autonomous). This next-generation, hybrid, combined Data Management, and Machine Learning platform enables companies to harvest more insights from their data, eliminates data movement, delivers scalability, preserves security, and accelerates model deployment. Oracle Machine Learning’s 30+ in-database algorithms can address many business problems e.g. predicting behavior, finding anomalies and detecting potential fraud, recommending “next best offers”, sentiment analysis, anticipating churn and discovering key attributes. OML supports the key roles—data scientists, business and data analysts, database and application developers, and executives with ML algorithms, SQL, R and Python APIs, AutoML, notebooks, UIs, and tight integration with open-source R and Python. Come hear the latest developments, how to get started and what’s coming next.
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
Oracle Log Analytics Cloud Service offers an easy way to monitor, aggregate, analyze, and correlate log events from across your database and Exadata environment. In this session learn how DBAs can easily configure log collection and efficiently analyze logs from their database environment to rapidly troubleshoot problems. See how to use plain language analysis to easily find errors across different log sources. Experience the power of machine learning techniques to rapidly identify anomalies that can lead to a problem’s root cause and eliminate finger-pointing.
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
Use the latest technology on robotics, machine learning & Oracle chatbots to create the future with AI. We will explore how to leverage and integrate robotics & machine learning into your companies tech plan. We'll show the state of robotics and how you can test and use this technology to create the future.
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
The IOUG Cloud Computing (and Virtualization) Special Interest Group (SIG) is dedicated to communication and information interchange around the subject matter of Cloud Computing. The SIG provides a vendor-neutral perspective to the private and public database cloud and delivery mechanisms for Database-As-A-Service (DBaaS), Infrastructure-As-A-Serice (IaaS) and select Platform-As-A-Service (PaaS) technologies. Join us at this Cloud SIG session at Quest Forum Digital Event Community Education Weeks for a panel discussion on the latest cloud technology topics such as Oracle Gen 2 Cloud, Database-as-a-Service, and Oracle Autonomous Databases Cloud service, etc. The panel will also discuss how the cloud may impact you and how your applications & databases along with your skills and career can adapt to the cloud age.
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
Setting up Cloud Environments using the Web UI is only the second-best option. The method of choice is Scripting. While HashiCorps Terraform has become the lingua franca for defining large setups, it appears to be a bit unwieldy for small changes. Oracle provides the OCI Command Line Interface (CLI) as OpenSource on GitHub, which is ideal for those small changes.
This talk introduces to Scripting with the OCI CLI. It walks through the process of setting it up. A quick orientation is followed by a deep dive in the command line and JSON Parameters. Tips and Tricks as well as common caveats an how to avoid them lead to the conclusion. The presentation contains a live demo. All Demos are available for download.
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- Recordings & Presentations
- 7/20/20
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!
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
ChatOps is an automation model connecting users and tools to processes through messaging applications. It leverages the simplicity and familiarity of chat to empower users to interact directly with applications and databases, retrieving information, and performing work in real-time. Done right, ChatOps is a safe, agile way to minimize or eliminate tedious, repetitive operational tasks and reduce workloads. Virtually anything can be automated or called via ChatOps through simple commands—from self-service password resets, to initiating reporting cycles, to running ad hoc refreshes of development environments—all without granting end users access to a database or application.
This session covers:
-Connecting Oracle databases in the Cloud or on-premises to chat services via REST
-Considerations for building database APIs to handle ChatOps interactions
-Methods for securing communications between the database and application
-Practical examples of ChatOps integrations
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
Oracle is revolutionizing how data is managed with the introduction of the world’s first self-driving database. Oracle Enterprise Manager offers a unified, cost-effective, and easy way to automate the migration of your on-premises database workloads to the next generation of industry-leading database, Oracle Autonomous Database, eliminating human labor and error. For Database Cloud Services, Enterprise Manager helps DBA’s consolidate Databases or Infrastructure on OCI Cloud and also assess success of migration. Reap benefits from seamlessly transferred configurations, periodic synchronization of data with production, and “time travel” capabilities such as rewind/refresh. Join this session to learn more.
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- Recordings & Presentations
- 7/20/20
Quest Forum Digital Event 2020
Have you moved beyond just sending alerts and monitoring performance in OEM? If not, learn the top 5 things that you should be doing to take your game to the next level. Topics will include high availability, standby management, configuration management, and more!
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- Recordings & Presentations
- 7/14/20
Quest Forum Digital Event 2020
In this session join Oracle Database Product Management to learn more about using JSON in the Oracle Database. Learn about some of the new innovative ways that the Oracle Database can be used to load, store, and manage JSON and take advantage of the enterprise class features that Oracle provides so well.
We will also take a look into the unique Oracle Database features to leverage memory-persistent technologies for fast ingestion and retrieval of attribute-value pair data. Other topics that are covered include the SQL language enhancements for complete flexibility and ease of use when working with JSON.
The session will also be discussing some of the enhancements being released in Oracle Database 20c for addressing the use of JSON.
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- Recordings & Presentations
- 7/14/20