Oracle Analytics Machine Learning - Understanding Naive Bayes Algorithm Oracle Developers 2024-10-19 | Oracle Analytics Machine Learning - Understanding Naive Bayes Algorithm
Cloud Coaching - Real-Time IoT Master - Powering Microcontrollers with OCI Open-Source Tools Oracle Developers 2024-10-18 | Let's look how we can combine the world of IoT with our managed-open source offering on Oracle Cloud Infrastructure (OCI).In this event you will learn how to integrate IoT devices leveraging the MQTT protocol with OCI Streaming using Kafka, OCI Data Flow and our OCI Database with PostgreSQL.Presenters and contributors:- Piotr Kurzynoga - Open-Source Data Platform Specialist, OracleCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Oct 16th. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #ORACLE #CLOUD #OCI----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
What’s new in Flows for APEX 24.1 Oracle Developers 2024-10-17 | Join the Flows for APEX team to see what's new in Flows for APEX v24.1! In this session, we'll show exciting new features that make it even more easy to create simple business processes, as well as powerful features for automating more complex processes.Watch this session where we demo these new features:- User Task type "Simple Forms"- New sample app "Simple Process Starter"- JSON support for process variables- Support for iterations and loops- Improved process collaboration and messaging- Generative AI support
Day One and Beyond: Cost Management and Governance QuickStart Oracle Developers 2024-10-17 | This session will cover the fundamentals of operating workloads on Oracle Cloud Infrastructure (OCI) and how to start your account off correctly with best practices. In this session, you will learn about OCI tools used to keep track of cloud resources and consumption costs. In the console demo, you will learn about how to forecast and analyze your spend with Cost Analysis, optimize spending with tools such as Cloud Advisor, and navigating your different resources.• Focus Areas: Compartments, Tags, Budgeting, Cloud Advisor, Cost Analysis, Quotas, Resource Explorer• Live Demo: Forecast and Analyze spend with Cost Analysis, optimize spending with tools such as Cloud Advisor, Navigate and organize resources with a variety of different tools in OCI• Take-Home Activity/Lab: Budget and Cost Analysis Lab - apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=668&clear=RR,180&session=13483218452984• Self-Study: o Billing and Budgeting: Various billing and payment tools that make it easy to manage your service costs - docs.oracle.com/en-us/iaas/Content/Billing/Concepts/billingoverview.htm?source=:ow:lp:cpo::::RC_CORP231202P00005:DMO400323615&intcmp=:ow:lp:cpo::::RC_CORP231202P00005:DMO400323615&elqak=8AF591DB8F1B49DF19C445CB8A705EE9AD082A32975D2DA5FDC0F2215D67AA8409D7o Tagging: Use Tagging to add metadata to resources, which enables you to define keys and values and associate them with resources. You can use the tags to organize and list resources based on your business needs. - docs.oracle.com/en-us/iaas/Content/Tagging/home.htm?source=:ow:lp:cpo::::RC_CORP231202P00005:DMO400323615&intcmp=:ow:lp:cpo::::RC_CORP231202P00005:DMO400323615&elqak=8AF594D9AEE43242BE6778E3C53355F421B887EE5C7BC98D03AB524780B18CB5BC2F
Create APEX Applications with Natural Language Prompts Using Generative AI Oracle Developers 2024-10-16 | APEX AI Assistant in Oracle APEX lets you kickstart the application creation process with generative AI. You begin by explaining the purpose of your app in natural language, and APEX AI Assistant generates a blueprint, proposing a set of pages and features that meet your requirements. APEX AI Assistant intelligently identifies the relevant tables that need to be included in the application blueprint and generates relevant pages based on the data in these tables. You can further enhance the application blueprint by adding new pages and enabling additional features—including progressive web apps, push notifications, and more—by simply having a conversation with APEX AI Assistant, iteratively providing natural language prompts.Learn more: oracle.com/aisolutions
Quickly Summarize and Translate Ecommerce Product Reviews and Analyze Sentiment Using HeatWave GenAI Oracle Developers 2024-10-16 | Ecommerce sites with many SKUs—hundreds or thousands or more—that have reviews for each product can be unwieldy at scale. Poring over hundreds of reviews to get the gist of them is a laborious process. However, developers can tap into HeatWave GenAI’s integrated capabilities and capitalize on its speed to quickly summarize and translate product reviews as well as analyze sentiment. All operations can be automated with HeatWave GenAI as new reviews are added.The architecture of this solution is highly scalable since it doesn’t rely on external components. HeatWave GenAI provides in-database large language models and an automated, in-database vector store, making GenAI as simple as a database query.Learn more: oracle.com/aisolutions
JSON Relational Duality: Data Modeling with Hackolade Oracle Developers 2024-10-15 | JSON Relational Duality is a marquee feature of Oracle Database 23ai. It combines the benefits of JSON (all information in one document, simple access without joins, schema-flexibility) with the benefits of the relational model (no data duplication, referential integrity, use-case flexibility). One major aspect of JSON Relational Duality is its ability for proper data modeling. In this session we explain the concepts of JSON Relational Duality and why it is capable of solving complex and changing requirements, often found in enterprises where data is long lives and applications change over time.We also showcase how the Hackolade Studio tool is best used to not only visually plan application collections but also generate JSON Relational Duality views with GUIs.
Exadata Database Service on Exascale (EXADB-XS) Oracle Developers 2024-10-15 | Exadata Database Service on Exascale (EXADB-XS) in the next generation of Exadata Architecture designed to provide extreme performance for AI, Analytics and Mission-Critical Workloads at any scale. All Exadata benefits are now available for small workloads and small businesses.1. Oracle Exadata Database Service on Exascale Infrastructure Overviewdocs.oracle.com/en/engineered-systems/exadata-database-exascale/exdxs/overview-exadb-xs-service.html#GUID-4E7811EB-8918-40B3-B279-81E64A930DEB2. Provision Oracle Exadata Database Service on Exascale Infrastructuredocs.oracle.com/en/learn/exadb-xs-db/#objectives 3. Exadata Exascale - World's Only Intelligent Data Architecture for Cloudblogs.oracle.com/exadata/post/exadata-exascalePresenters and contributors:- Mo Beik & Sneha Nitin & Rob Watson, Mission Critical Database Specialists, Oracle EMEACheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #exadata #exascale #refreshableclone #active #dataguard #guard #clone #oracle #database #oci #23ai #ai #multicloud #replication #pdb #pluggable #database #exadb-xs #database service #dba #226----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Day One and Beyond: Oracle Cloud Observability and Management and the Customer Advantage Oracle Developers 2024-10-12 | Oracle customers achieve notable results using the OCI Observability & Management platform. This session reviews a sample of those successes and how customers use O&M in their business. Understand the design strategy for Oracle’s integrated observability and management cloud hyperscale solution. See how to ingest data from any source at scale, unify all types of telemetry (Metrics, Events, Logs, Traces, SQL) and apply AI-based machine learning analysis, and display it in graphically rich dashboards. As a wrap-up, you will learn how to start using O&M services in a matter of minutes, for free!Demo: How to start O&M services in minutes, for free. • Activity: Get started with OCI Application Performance Monitoring - apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3350• Self-Study: Oracle Cloud Infrastructure Observability and Management - Oracle MyLearn - mylearn.oracle.com/ou/course/oracle-cloud-infrastructure-observability-and-management/122650
Cloud Coaching - Build an AI Chatbot Engine with 23ai and OCI Gen AI Oracle Developers 2024-10-11 | In today’s data-driven world, effectively managing and utilizing information is crucial for any organization. Whether dealing with customer support data, product documentation, or internal knowledge bases, organizing and retrieving relevant information from vast collections can be challenging. The main purpose of this demo is to teach you how to implement a RAG (Retrieval Augmented Generation) Chatbot using vector similarity search and Generative AI / LLMs. In this session we will demonstrate a comprehensive approach to processing, storing, and leveraging textual data using vectorization and retrieval techniques. By the end of this event, you’ll understand how to transform raw documents into structured data, store them efficiently, and utilize advanced AI models to generate contextual responses.Try it yourself: livelabs.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3939&clear=RR,180Presenters and contributors:- Bogdan Farca & Liana Lixandru - Leader, Customer Strategy Programs/ Principal Digital Adoption Manager, DCX, OracleCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Oct 9th. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #ORACLE #DCX #OCI----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
See a Simple Robot in Action Oracle Developers 2024-10-10 | Learn how to activate, run, and monitor a robot. See the first video in this series: youtu.be/vbN_jqlw5O8Oracle Integration documentation: docs.oracle.com/pls/topic/lookup?ctx=oic&id=doc Oracle Integration blogs: blogs.oracle.com/integration
How to Build Simple Robot Oracle Developers 2024-10-10 | Oracle Integration is an industry-leading Integration Platform as a Service (iPaaS) with a comprehensive portfolio of business automation tools and technologies that help customers integrate and automate end-to-end business processes.
Observability and Databases—The Oracle DBA Advantage Oracle Developers 2024-10-09 | Whether you are undertaking an application modernization or a cloud native project, troubleshooting databases gets more challenging and time-consuming when you have a database onsite and in the cloud. Learn why companies are adopting observability and how Oracle Cloud Infrastructure (OCI) Observability and Management (O&M) services help DBAs overcome such challenges.Oracle.com:Oracle.com/manageabilityVideos:youtube.com/OracleManagementCloudBlog:blogs.oracle.com/observabilityTry it out, learn using Oracle LiveLabsapexapps.oracle.com/pls/apex/f?p=133:100:122481229959251::::SEARCH:enterprise%20managerOCI Database Managementapexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=886OCI Ops Insightsapexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3307
Build an OIC Monitoring Dashboard with APEX Oracle Developers 2024-10-08 | In this session, Santhosh Kumar, Product Manager in the APEX Product Management Team, will demonstrate how to create a simple application using Oracle APEX to help the support team indirectly monitor Oracle Integration Cloud (OIC). By leveraging OIC’s REST APIs, he shows the integration of various functionalities into the tool.
Day One and Beyond: Getting Started with Oracle Cloud Infrastructure Oracle Developers 2024-10-05 | This session will cover the fundamentals of Oracle Cloud Infrastructure (OCI) including cloud concepts, OCI structures, and core OCI services. OCI service areas that will be discussed include Identity and Access Management (IAM), networking, compute, storage, and database. You will also learn about Users, Groups, and Policies, along with the core tenets of virtual network design that will help set the foundations for application deployment to OCI. We will also cover terms and definitions for each of the topic areas to establish a foundation for additional sessions.• Demo: Console Overview with IAM Set Up and Initial Service Start• Activity: Get Started with Oracle Cloud Infrastructure Core Services Workshop - apexapps.oracle.com/pls/apex/dbpm/r/livelabs/view-workshop?wid=648&session=112006746539026• Self-Study: Getting Started with OCI Services - docs.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm
Introducción a Componentes de Plantilla en Oracle APEX Oracle Developers 2024-10-04 | Los componentes de plantilla en Oracle APEX 24.1 fueron mejorados, ahora se representan con más rapidez, ofrecen opciones de selección y espacios de anidación, y se pueden usar sin un origen de datos.En esta sesión aprenderás cómo utilizar componentes de plantilla para personalizar tus aplicaciones.#orclAPEX #LowCode
How to Send Push Notifications to VBCS PWA with Node.js and API Gateway Oracle Developers 2024-10-04 | In this video, you'll learn how to implement push notifications in an Oracle Visual Builder Cloud Service (VBCS) Progressive Web Application (PWA) using a Node.js server. We’ll guide you through setting up a Node.js server on a compute VM, ensuring it's configured for optimal performance. Additionally, we'll walk through configuring an API Gateway with HTTPS to securely enable communication between your Node.js server and the PWA. This complete setup helps deliver push notifications reliably.Useful links:1. Source Code: [github.com/varunyn/pushNotification]2. Understanding VAPID: [blog.mozilla.org/services/2016/08/23/sending-vapid-identified-webpush-notifications-via-mozillas-push-service]3. API Gateway document: [docs.oracle.com/en-us/iaas/Content/APIGateway/Concepts/apigatewayoverview.htm]4. Oracle VBCS document: [docs.oracle.com/en/cloud/paas/app-builder-cloud/index.html]00:00 Introduction 01:50 Setting Up Node.js Server on Compute VM 06:14 NodeJS code Walkthrough10:00 Setup API Gateway12:46 Create VBCS Application21:43 VBCS app debug tips and conclusion#codeinnovate #vbcs
Application Monitoring and Performance Survival Guide: Tips and TechniquesAbstract Oracle Developers 2024-10-03 | Learn how Oracle Health adopted Oracle Cloud Infrastructure (OCI) O&M Platform to accelerate corporate standardization and fuel innovation—replacing niche application performance management (APM) and home-grown monitoring tools used by IT and line-of-business groups. Hear about the journeys and challenges Oracle encountered in moving applications to the cloud before, during, and after. 1.- oracle.com APM pageoracle.com/manageability/application-performance-monitoring2.- APM documentation (including instrumentation tutorials)docs.oracle.com/en-us/iaas/application-performance-monitoring3.- APM release notes4.- APM YouTube channelyoutube.com/playlist?list=PLiuPvpy8QsiV0dnG-YYaJ83FJOG_Q4eIl5.- APM YouTube tutorial series (All new tutorials and demos)youtube.com/playlist?list=PLKCk3OyNwIzsYzZrn4A_xPrCE9WpFbTFo6.- APM Blogsblogs.oracle.com/observability/category/oem-application-performance-monitoring7.- APM LiveLabs (3 labs and growing)apexapps.oracle.com/pls/apex/f?p=133:100:895938274300::::SEARCH:APM
Cloud Coaching - Unlocking the Power of Red Hat OpenShift on Oracle Cloud Oracle Developers 2024-10-03 | Red Hat OpenShift is the industry-leading hybrid cloud application platform, powered by Kubernetes, for designing, building, and deploying cloud-native applications. Building on our partnership with Red Hat, including the certification of RHEL on Oracle Cloud Infrastructure (OCI), we are now extending our collaboration to offer OpenShift on OCI. This enables OCI to run Red Hat OpenShift in a way that best meets customer requirements for regulatory compliance, performance, and cost-effectiveness.Presenters and contributors:- Richard Garsthagen & Dev Gawale, Cloud Solutions Specialist, OracleCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Oct 2nd. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #ORACLE #DCX #OCI----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Real world AI solutions that you can build with Oracle AI #oci #ai #oraclecloudinfrastructure Oracle Developers 2024-10-03 | Enter a new era of productivity with generative AI solutions for your business. Leverage AI, embedded as you need it, across the full stack.
Day One and Beyond: Monitoring Cloud Security – Part 2 Oracle Developers 2024-10-03 | In this session, we will explore the powerful tools Oracle Cloud Infrastructure (OCI) offers for comprehensive monitoring, logging, and event management. We will start with OCI Monitoring to keep your systems running smoothly with real-time performance insights. Then we learn to streamline log management for easier analysis and troubleshooting using Logging and Log Groups. This will be followed by info on SIEM Integration for enhancing security monitoring and compliance. Finally, you will learn about events and notifications to automating responses to operational and security events, to ensure your OCI environment is secure, performant, and compliantLearn how to effectively leverage these tools to maintain a robust and secure OCI tenancy. Don’t miss this opportunity to enhance your understanding of OCI's capabilities and optimize your cloud operations.• docs.oracle.com/en-us/iaas/Content/cloud-adoption-framework/monitoring-and-observability.htm
Did You Know? – Report, Monitor and Optimize your Cloud Spend Oracle Developers 2024-09-30 | In this session, you will learn how to use Oracle cloud service to create OCI consumption reports, find all the information around your OCI resources and automate OCI financial reporting and forecasts. You will learn about OCI tools used to keep track of cloud resources and consumption costs. In the console demo, you will learn about budgeting, tagging resources, ways to perform cost analysis, quota policies and service limits.Take-Home Activity/Lab: Budget and Cost Analysis Lab - apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=668&clear=RR,180&session=30047950551364Self-Study Links:• Billing and Budgeting: Various billing and payment tools that make it easy to manage your service costs. - docs.oracle.com/en-us/iaas/Content/Billing/Concepts/billingoverview.htm• Tagging: Use Tagging to add metadata to resources, which enables you to define keys and values and associate them with resources. You can use the tags to organize and list resources based on your business needs. - docs.oracle.com/en-us/iaas/Content/Tagging/home.htm
How Oracle Code Assist Can Boost Developer Velocity Oracle Developers 2024-09-27 | Oracle Code Assist is an AI code companion—designed to boost developer velocity and enhance code consistency—that is optimized for Java, SuiteScript, PL/SQL, and application development on Oracle Cloud Infrastructure (OCI).Learn more about how the tool can help you build applications faster and experience a thorough demonstration of its capabilities.Oracle Code Assist capabilities:- Generate code to help improve productivity- Generate test cases to help increase test coverage- Annotate code to help improve code readability- Automate language upgrades to help improve performance- And more!Learn more: oracle.com/application-development/code-assist
Cloud Coaching - Modernize your Oracle Forms apps using APEX! Oracle Developers 2024-09-26 | A number of advantages make Oracle APEX the clear platform of choice for easily transitioning Oracle Forms applications to modern web apps.In this session, you will learn the advantages and similarities between Forms and APEX and why customers are selecting APEX as their primary platform to modernize legacy apps. You can also watch a live demo with step-by-step instructions on how to achieve this modernization.Presenters and contributors:- Monica Godoy & Paolo Paolucci, Senior Principal Product Manager Oracle APEX/Data Development Specialist Check and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Sep 25th. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #ORACLE #DCX #OCI----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Introducing new features in OCI Ops Insights Oracle Developers 2024-09-25 | Learn about the OCI Ops Insights service in general and some of the exciting new features recently released. These features support advanced use cases ranging from service policy automation to utilizing AutoML algorithms to predict future resource consumption to utilizing OOB applications to analyzing curated SQL insights across the database fleet workload, and more.1.- Observability & Management platform overview2.- Ops Insights overview3.- ADDM Spotlight4.- SQL Insights5.- Capacity Planning with AutoML based forecasting6.- Exadata Insights7.- News Report8.- EM Cloud Extension9.- AWR Hub10.- Gen AI support11.- Demo mode12.- Supported deployment & pricing#genai ----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Day One and Beyond: Oracle Cloud Adoption Framework Oracle Developers 2024-09-25 | Are you ready to elevate your cloud onboarding experience and steer clear of common challenges? Join us for an insightful webinar on the OCI Cloud Adoption Framework (CAF), a comprehensive collection of cloud resources, best practices, technical guidance, and enablement tools. This framework is designed to support organizations in defining, refining, and deploying their cloud strategy effectively.What You'll Learn:• Cloud Adoption Framework Overview: Gain a clear understanding of the OCI CAF and how it can guide your cloud adoption journey.• Latest Resources: Discover the newest additions from the Cloud Adoption team, including enterprise-ready architecture and the Cloud Operating Model.• Free Learning Path: Learn about the complimentary Oracle University learning path on Cloud Adoption Framework and essentials, designed to empower your team with the necessary knowledge and skills.Self-Study Opportunity:• Complete the OU CAF and Essentials Course: Enhance your learning with the self-paced Oracle University CAF and Essentials course - mylearn.oracle.com/ou/learning-path/cloud-adoption-framework-and-essentials/122491/?source=:ow:lp:cpo::::RC_CORP230612P00073:DMO400294436&intcmp=:ow:lp:cpo::::RC_CORP230612P00073:DMO400294436&elqTrackId=a090c11de00e46d2a690049071e7fd56&elqaid=113367&elqat=2&source=:ow:lp:cpo::.
Build an Application That Can “See” and Understand Visual Data Oracle Developers 2024-09-25 | Oracle Cloud Infrastructure (OCI) Vision unlocks image intelligence. Pretrained models can handle common tasks, such as finding objects in images and extracting text from documents. You can also train custom models for specific needs—for example, a retailer identifying clothing types. These features, along with easy integration, make OCI Vision a powerful tool for developers to build applications that can “see” and understand visual data.This solution will guide you through building a basic application in Oracle JavaScript Extension Toolkit (JET) using the virtual DOM (VDOM) architecture and integrating OCI Vision services for enhanced functionality.Learn more: oracle.com/artificial-intelligence/solutions
Oracle Interconnect for Google Cloud - Overview and demo Oracle Developers 2024-09-23 | In this session, we explore Oracle Interconnect for Google Cloud, highlighting its key components, resiliency options, and integration benefits. The session wraps up with a hands-on demo to showcase how the interconnect works in real-world scenarios, providing seamless connectivity between Oracle Cloud and Google Cloud.Presenters and contributors:- Ejaz Akram & Ricardo Anda, Multicloud Specialists, Oracle- Emanuele Mazza, Network Specialist, GoogleCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #OracleCloud #GoogleCloud #CloudInterconnect #HybridCloud #CloudIntegration #OracleDemo #OCI #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Table size EXPLODES after partitioning! Oracle Developers 2024-09-20 | In this Office Hours sessions, we helped you with- Your likely first usage of vectors when you upgrade to 23ai- How I got my CloudWorld demo to work- A key difference with new APEX export options- New autonomous databases seem to use parallel more often- How partitioning a table led it to be 5x the original sizeFollow me!blog: connor-mcdonald.comtwitter: twitter.com/connor_mc_d Other social media channels here: https://linktr.ee/connorMusic: Night Owl (Broke For Free), Kevin Mcleod (incomptech), Dyalla
Oracle Code Assist - Build applications faster with AI Oracle Developers 2024-09-16 | Oracle Code Assist is an AI code companion designed to boost developer velocity, enhance code consistency, and is optimized for Java, SuiteScript, PL/SQL, and application development on OCI.Code Assist, optimized for Java, is now available in beta for external developers to help build new applications or update existing ones written in older Java versions to enhance application resilience, performance, and security.Code Assist, optimized for SuiteScript, is planned to be offered to NetSuite customers next year to build extensions and customizations to NetSuite applications.Learn more: oracle.com/application-development/code-assist
Oracle Analytics Machine Learning - Understanding Logistic Regression Algorithm Oracle Developers 2024-09-16 | In this video, we explore the Embedded Machine Learning feature in the Oracle Analytics Platform, with a focus on the Logistic Regression algorithm. We dive into what Logistic Regression is, its practical use cases, and how to fine-tune parameters to improve model quality.The video also includes a demo on building and testing a machine learning model using Logistic Regression, as well as applying the model within the Oracle Analytics Platform.Check out the "Oracle Analytics Machine Learning" series:- Understanding Naive Bayes Algorithm ( youtu.be/D8iSMNmPE7k )Presenters and contributors:- Rakesh Chhoria, EMEA Data Platform Specialists - AnalyticsCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #OracleAnalytics #MachineLearning #LogisticRegression #DataScience #MLModel #OracleCloud #OCI #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Cloud Coaching - Supercharging Quantum simulations with OCI Compute based shapes Oracle Developers 2024-09-12 | Unraveling the mysteries of quantum behavior involves complex calculations and immense computing power that traditionally was offered by national supercomputers.This challenge intensifies when simulating next-generation quantum computers. Luckily, today it is possible to use Oracle Cloud Infrastructure for this kind of simulations.In this session we will show:- How the OCI’s BM.GPU4.8 shapes can speed up the time to solution for simulations with Quantum Espresso- How to use NVIDIA CuQuantum on VM.GPU.A10.2 to simulate a quantum computer and execute quantum algorithms.Join us to unlock the potential of quantum simulations in the cloud, and see how OCI is democratizing access to advanced scientific computing.Presenters and contributors:- Alessio Comisso, PhD, GPU Solutions SpecialistCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Sep 11th. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #QuantumComputing #OracleCloud #OCI #QuantumSimulations #NVIDIACuQuantum #QuantumEspresso #CloudComputing #ORACLE #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Data Transforms - Geo-Coding using ADB Geo Coder and Oracle Spatial Oracle Developers 2024-09-10 | Learn how to easily geo-code addresses into geo-spatial coordinates using Oracle Autonomous Database (ADB) and Oracle Spatial, all without writing a single line of code. This tutorial demonstrates how to leverage Data Transforms to simplify the geo-coding process and enhance your data analytics with location-based insights.Presenters and contributors:- Aidan Irwin, Data Integration Specialists, Oracle EMEACheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #GeoCoding #OracleSpatial #AutonomousDatabase #DataTransforms #NoCode #LocationAnalytics#OracleCloud #OCI #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
How to Leverage OCI Document Generator Fn with Oracle Integration Oracle Developers 2024-09-09 | In this video we will look at how to generate pdf documents with Oracle integration. There might be several scenarios, for example, where you are receiving orders and need to generate invoices, sales order pdf documents etc. Here you can leverage the Pre-Built Document Generator Serverless Function. It’s easy to deploy and you only pay for what you use so cost efficient. The document generation relies on template Microsoft word file and either a JSON file or inline JSON payload that will contain the data we want to inject into the templates. These files will reside on the OCI Object Storage. The function then reads the JSON file and inject data from it into reserved spaces in the word file - generating a resulting PDF file. In this example we are passing the JSON data inline.You can use Oracle integration as the orchestrator for calling the function, then retrieving the output file from object storage and finally emailing the customer the pdf file.
Day One and Beyond - Navigating Business Success with Predictive Analytics Oracle Developers 2024-09-09 | In this session, you will learn about the Analytics services and tools available for you to use in Oracle Cloud. We will explore the key capabilities to address the entire analytics process including data ingestion and modeling, data preparation and enrichment, visualization, and collaboration. We will also walkthrough some of the provisioning process in the console and talk about the security and migration tools available to use with your databases as well.• Activity: Analyze Moviestream data in Oracle ADW using Oracle Analytics Desktop - go.oracle.com/LP=133260?src1=:ow:lp:cpo::::RC_WWMK221208P00017:LPD400253613&intcmp=WWMK220831P00006:ow:lp:cpo::::RC_WWMK221208P00017:LPD400253613&elq=00000000000000000000000000000000• Self-Study: Getting Started with Oracle Analytics Cloud - docs.oracle.com/en/cloud/paas/analytics-cloud/index.html?source=:ow:lp:cpo::::RC_WWMK221208P00017:LPD400253613&intcmp=:ow:lp:cpo::::RC_WWMK221208P00017:LPD400253613
Database Management Revolutionized by AI Oracle Developers 2024-09-07 | Oracle Digital Assistant, in conjunction with Oracle Cloud Infrastructure (OCI) Generative AI, has made it easier to navigate the maze of tasks involving database provisioning, migration, patching, and troubleshooting. The user-friendly chatbot interface provides clear instructions and guidance on how to undertake a migration journey. Seamlessly compatible with Oracle APEX and other OCI services, it offers automatic report generation to help maintain database migration projects. It also supports multiple languages to help customers worldwide. This framework provides automated, interactive database capabilities and helps remove barriers to downtime and technical expertise.Learn more: oracle.com/aisolutions
Cloud Coaching Extended Event (SPANISH) - Two Sessions on OCI Oracle Developers 2024-09-06 | Sesión 1: Cómo Simplificar el Despliegue y la Gestión en OCI /OCI LANDING ZONESSesión 2: Conecta tus Procesos de Negocio con IA Generativa vía Oracle Integración CloudSesión 1 - 50 minutes: Cómo Simplificar el Despliegue y la Gestión en OCI Oracle Landing Zone proporciona un marco de referencia para desplegar nuevos proyectos y cargas de trabajo en OCI. La Landing Zone consta de módulos de Terraform, además de información sobre arquitectura e implementación. Además ayuda a crear de forma rápida y segura una base para su implementación en la nube en función de las recomendaciones de Oracle, la experiencia del cliente y las mejores prácticas de la industria. Aprenda como hacer este despliegue con el equipo de especialistas de Oracle Cloud en la sesión de Cloud Coaching.Sesión 2 - 50 minutes: Conecta tus Procesos de Negocio con IA Generativa vía Oracle Integration Cloud En esta sesión aprenderás cómo puedes conectar y potenciar rápidamente tus aplicaciones y procesos de negocio existentes con Inteligencia Artificial (IA) Generativa, usando un enfoque de integración de bajo código con Oracle Integration Cloud para sincronizar tus documentos y datos de negocio en tiempo real y casi real y con un enfoque multi-cloud, orquestando servicios de IA y Bases de Datos Vectoriales, a través de demos en vivo de casos de uso prácticos que te mostrarán cómo las capacidades de IA pueden mejorar la eficiencia operacional.Presentadores:- Paola Juárez Gómez, EMEA Landing Zones Specialist - Juan Carlos González, Master Principal App Integration SpecialistNota: Esta es una grabación del evento en directo del 6 de Septiembre. Las pantallas y los flujos pueden haber cambiado.Si le ha gustado esta sesión y le gustaría dejarnos sus comentarios, póngase en contacto con nosotros: contact-dcx-emea_ww@oracle.com. #OCI #SPANISH #DCX----------------------------------------------Copyright © 2023, Oracle and/or its affiliates.
Cloud Coaching - Fast track Database Migration Oracle Developers 2024-09-05 | Troubleshooting: Powered by GenAI.During this cloud coaching session, we will demonstrate how to leverage OCI Generative AI for comprehensive log analysis and guided error resolution for Database migration related issues.You'll explore methods to analyze complete log files or specific errors, and apply systematic step-by-step solutions to identified issues.Presenters and contributors:- Divya Batra & Vasudeva Manikandan, Lift Implementation SpecialistsCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Sep 4th. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. ----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Deploy an AI Chatbot on an Ampere A1 Flex Compute Instance Using Minikube Oracle Developers 2024-09-05 | This workshop lets users easily deploy and use an open source AI chatbot on an Ampere A1 flexible compute instance, leveraging minikube and Kubernetes for seamless deployment. Operating within Oracle Linux, participants gain hands-on experience deploying on compute shapes without relying on Oracle Cloud Infrastructure (OCI) Kubernetes Engine, enhancing their proficiency in deployment techniques.Learn more: oracle.com/aisolutions
Leveraging Oracle Database Vault to Defend Against Insider Threats Oracle Developers 2024-09-03 | In this session, discover how Oracle Database Vault can protect your sensitive data from insider threats, even those posed by highly privileged users. Learn how to implement robust security controls that restrict access to critical information, ensuring your organization's data remains secure. This demo provides practical insights into using Database Vault to enhance your security posture against internal risks.Presenters and contributors:- Aurelia Nita, Data Security Specialists, Oracle EMEACheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #OracleDatabaseVault #Cybersecurity #InsiderThreats #DataProtection #DatabaseSecurity #OracleCloud #OCI #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Vector Search and Generative AI for Oracle Database Developers Oracle Developers 2024-08-30 | Explore Oracle's groundbreaking Database 23ai release, focusing on AI innovations like Vector Search, which provides a new approach to searching, analyzing, and interpreting text, image, audio, and video data. Vector Search, together with OCI Large Language Models (LLM) open up new possibilities for applications to access internal corporate data and provide perspectives using external LLM knowledge.This webinar is tailored for database developers and DBAs interested in integrating AI directly into their applications using SQL and PL/SQL.We will cover:- Introduction to Oracle Vector Search Technology- Vector Search V.S. Traditional search methods- Review of Related Technologies (Select AI, Generative AI)- End to End Walk through of a Generative AI Pipeline Using SQL- Building a Vector Search Application with APEXResources: PPT: bit.ly/0829-pptGitHub: snicholspa.github.io/tips_tricks_howtos/autonomous_database/vector_search
How to Create a Powerful Knowledge Base Chatbot with Unstructured Data Oracle Developers 2024-08-29 | Chatbots aren’t new, but better chatbots are now available, thanks to AI services. Searching documents with these better chatbots is greatly enhanced with vector search instead of traditional keyword searches. And while training models on unstructured data may seem daunting, using retrieval-augmented generation can create a savvier chatbot that’s efficiently trained with new information.This tutorial demonstrates how to train a chatbot on a rich knowledge base of several types of documents, PDF files, and data stored in database tables. The tutorial will show you how to transform raw documents containing unstructured data into structured data, store them in an Oracle Cloud Infrastructure (OCI) Object Storage bucket, and utilize advanced AI models to generate contextual responses from natural language queries. Best of all, it’s highly modular, so you can use a variety of models. Learn more: oracle.com/aisolutions
Raster Data in the Oracle Database 101 Oracle Developers 2024-08-29 | Ready to elevate your spatial analysis? Join our web session on mastering raster algebra in Oracle Database! Learn how to harness the power of mathematical operations on raster data to uncover insights from satellite imagery, terrain models, and more. From complex calculations to seamless integration with geospatial workflows, this session will give you the tools to turn raw data into actionable intelligence. Demo scripts available via: github.com/karinpatenge/asktom-spatial/tree/main/2024/08_RasterData101 #oracledatabase #23ai #developerfree #00:00 Introduction01:20 What is a raster?03:30 Demo details04:50 Demo (live): Set up the environment including Oracle Database 23ai Free in a container (using Podman)21:40 Demo (live): Set up the database as raster database23:25 Demo (live): Load raster data using GDAL35:00 Demo (live): Visualize raster data using Spatial Studio38:30 Demo (live): Process and analyze raster data using SQL (tbc.) and Raster Algebra
Cloud Coaching - How to enable Oracle Observability on RAG solutions Oracle Developers 2024-08-29 | Very often Generative AI based solutions requires an integration of several OCI services like OCI Embedding (part of OCI Generative AI), Oracle Cloud Database, OCI Generative AI. To get the highest quality of the generated response, it is often needed to verify and analyze the inputs given to the LLM and the answer, for each step it is critical to understand the main contributors to the overall response time.In this event,we will show you how OCI Application Performances Monitor helps to increase GenAI user satisfaction by collecting Opentelemetry traces produced by RAG and providing insight dashboard, anomaly detection and error notifications.Presenters and contributors:- Luigi Saetta, Generative AI Specialist, Oracle- Erika Sciunzi, Observability and Manageability Specialist, OracleCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: This is a recording of the live event from Aug 28th. Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #RAG #solutions #DCX #OCI----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Achieve the Best Application User Experiences with Observability & Management Oracle Developers 2024-08-28 | Achieve best application experiences with Observability & ManagementGaining visibility in all parts of your application is critical. Due to the move to micro-service-based architectures, or extensions of legacy applications with micro-services it’s hard to pinpoint performance issues if application requests cannot be followed throughout the entire stack.Learn how the O&M Application Performance Monitoring service helps by providing meaningful availability and performance insights across all Telemetry data (traces, metrics, logs) that can be used by Developers, ITops, SRE’s and other application stakeholders.
Simplify AI Integration in Java Projects Oracle Developers 2024-08-28 | Looking to integrate AI capabilities into your Java projects? LangChain is a powerful, user-friendly tool that empowers developers to harness the potential of artificial intelligence. LangChain’s Java framework simplifies the integration of AI capabilities into your Java applications. This sample project shows how to use that framework to create a seamless experience with the Oracle Cloud Infrastructure (OCI) Generative AI service.Check out the AI Solutions Hub to learn more: oracle.com/aisolutions
Automate Defect Detection Using Drones and OCI Vision Oracle Developers 2024-08-28 | Construction operations can benefit greatly from early detection of anomalies and defects in grid infrastructure, and Oracle Cloud Infrastructure (OCI) Vision can add a layer of automated quality control to the process, helping to saveing time and money.OCI Vision is an AI service for performing deep learning-–based image analysis at scale. With prebuilt models available out of the box, developers can easily build image recognition and text recognition into their applications without machine learning expertise. For industry-specific use cases, developers can automatically train custom vision models with their own data. These models can be used to detect visual anomalies in manufacturing, organize digital media assets, and tag items in images to count products or shipments. The solution provides a front end with a connection to OCI Vision.Visit the AI solutions hub to learn more: oracle.com/aisolutions
Enhancing Oracle APEX Gantt Charts - Drag and Drop Task-Management Oracle Developers 2024-08-28 | Demonstration on how to enable the ability for end-users in APEX to drag and drop (or resize) a task on a Gantt chart to a new start/end date. This takes advantage of the Oracle Jet Toolkit and events such as ojMove and ojResize for the built in Gantt chart in APEX. We will also look at how to take these changes from the client and send them to the server using an AJAX call and APEX Javascript APIs. All code used in the video can be found in the GitHub Repository.Github Repository: github.com/ShayneJaya/Gantt/tree/mainOracle Jet Toolkit: oracle.com/webfolder/technetwork/jet/jsdocs/oj.ojGantt.html#dnd.move.tasksJS API Reference: docs.oracle.com/en/database/oracle/apex/24.1/aexjs/apex.server.htmlCode Innovate: youtube.com/watch?v=_qTnhoZ1vKI
Real-time KPN IoT Device Processing Using MQTT, Node-RED, and OCI Streaming Oracle Developers 2024-08-28 | An example of using real-time data processing using the KPN IoT device, turning your mobile phone into an IoT device. The demo uses Mosquitto, Node-RED, OCI PostgreSQL, OCI Streaming, and Oracle Analytics Cloud to build the real-time streaming pipeline.Presenters and contributors:- Bob Peulen, Open Source Data Specialist Leader, Oracle EMEACheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #streaming #kpniot #postgresql #kafka #mqtt #OCI #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
Did You Know? – Implementing Virtual Desktop Infrastructure with OCI Oracle Developers 2024-08-28 | Learn how the Oracle Cloud Infrastructure (OCI) Secure Desktops service creates and manages pools of virtual desktops, making Windows or Linux working environments available to global workers or temporary team members. Many IT organizations are looking at Virtual Desktop Infrastructure (VDI) as a way to increase security, simplify management, and lower the costs of managing client devices for employees working remotely, or collaborating while keeping data secure. Learn about a real use case of VDI with OCI Secure Desktops, and understand how administrators use it to automate desktop creation and scheduling.Self-Study Links:• Secure Desktops Documentation - docs.oracle.com/en-us/iaas/secure-desktops/home.htm• Solution Playbook - Set up a new OCI tenancy and create a Secure Desktops pool - docs.oracle.com/en/solutions/oci-tenancy-secure-desktop-pool• Secure Desktops interface demo - youtu.be/ZbaQQ5M81Vs?si=TKDY6gaZY4qhamDC• Secure Desktops administrator demo - youtu.be/2VPp_0or1RU?si=KHdyjh2BvxPNODTS• Image Builder - youtu.be/QumOEIf0R3w?si=X6bSKCrVpJoMoUNz
Oracle Data Transforms - Configuring Rest APIs Oracle Developers 2024-08-27 | Oracle Data Transforms provides an easy-to-use user interface to create your data flows, data flows and workflows, without requiring you to write any code.In this video, we will explore the various options to configure Rest APIs in Data Transforms.Learn how to get started with Oracle Data Transforms in this video:youtube.com/watch?v=ImrdoFe-4QE&t=108syoutube.com/watch?v=3TCapQSa41s&t=0sPresenters and contributors:- Elói Lopes, Principal Solution Architect | A-Team Cloud Solution ArchitectsCheck and register below for the upcoming sessions:bit.ly/3NXe0qBJoin us on our Slack community:oracle-emea-pub.enterprise.slack.comNote: Screens and flows may have changed.If you liked this session and would be happy to leave feedback on it, please reach us at: contact-dcx-emea_ww@oracle.com. #datatransform #data #transforms #REST #APIs #CloudNative #DevOps #OCI #DCX----------------------------------------------Copyright © 2024, Oracle and/or its affiliates.
