Oracle Database 23c, also known as Oracle 23c AI, is Oracle's latest innovation, introducing advanced artificial intelligence (AI) capabilities to enhance database management and performance. With a focus on automating tasks, improving data security, and delivering real-time insights, Oracle 23c AI is poised to revolutionize how organizations manage their data.
Let's explore the new key features of Oracle 23c AI and how they can benefit businesses.
1. Enhanced AI and Machine Learning Capabilities
Automated Machine Learning (AutoML)
Oracle 23c AI introduces Automated Machine Learning (AutoML), which simplifies the process of building, training, and deploying machine learning models. AutoML automates the selection of algorithms, tuning of hyperparameters, and evaluation of models, making it easier for data scientists and developers to create accurate predictive models without extensive manual intervention.
In-Database Machine Learning
With in-database machine learning, Oracle 23c AI allows users to run machine learning algorithms directly within the database. This feature eliminates the need to move data between systems, reducing latency and ensuring data security. Users can leverage SQL and PL/SQL to build and deploy machine learning models, streamlining the workflow and accelerating time-to-insight.
Pre-built AI Models
Oracle 23c AI includes a library of pre-built AI models for common use cases such as anomaly detection, sentiment analysis, and recommendation systems. These pre-trained models can be easily integrated into applications, allowing businesses to quickly implement AI-driven features without the need for extensive data science expertise.
2. Advanced Data Security and Compliance
Autonomous Data Masking
Data security is a top priority for organizations, and Oracle 23c AI addresses this with autonomous data masking. This feature automatically identifies and masks sensitive data in real-time, ensuring compliance with data privacy regulations such as GDPR and CCPA. By anonymizing sensitive information, businesses can protect customer data and reduce the risk of data breaches.
AI-Driven Threat Detection
Oracle 23c AI leverages AI to enhance threat detection capabilities. The system continuously monitors database activity, using machine learning algorithms to identify unusual patterns and potential security threats. By proactively detecting and responding to security incidents, businesses can safeguard their data and maintain customer trust.
Compliance Reporting
Oracle 23c AI simplifies compliance reporting with built-in tools that generate detailed reports on data access, usage, and security. These reports help organizations demonstrate compliance with regulatory requirements and provide insights into potential areas of improvement in their data security practices.
3. Improved Performance and Scalability
AI-Powered Query Optimization
One of the standout features of Oracle 23c AI is its AI-powered query optimization. The system uses machine learning to analyze query patterns and optimize execution plans, resulting in faster query performance and reduced resource consumption. This feature ensures that databases can handle large volumes of data and complex queries efficiently.
Dynamic Resource Management
Oracle 23c AI includes dynamic resource management capabilities that automatically allocate resources based on workload demands. This feature uses AI to predict workload patterns and adjust CPU, memory, and storage resources in real-time, ensuring optimal performance and cost efficiency.
Real-Time Analytics
With real-time analytics, Oracle 23c AI enables businesses to gain immediate insights from their data. The platform supports real-time data streaming and processing, allowing users to perform analytics on live data. This capability is crucial for industries such as finance, retail, and healthcare, where timely insights can drive critical business decisions.
4. Seamless Integration and Extensibility
Integration with Oracle Cloud Infrastructure (OCI)
Oracle 23c AI is designed to integrate seamlessly with Oracle Cloud Infrastructure (OCI). This integration provides businesses with a unified platform for managing their databases and cloud resources. Users can take advantage of OCI's scalability, security, and advanced analytics capabilities to enhance their data management strategies.
Extensible AI Services
Oracle 23c AI offers extensible AI services that allow businesses to customize and extend the platform's capabilities. Users can integrate third-party AI tools, develop custom machine learning models, and create bespoke applications tailored to their specific needs. This extensibility ensures that Oracle 23c AI can adapt to diverse business requirements and evolving technology landscapes.
API and SDK Support
To facilitate integration with other systems and applications, Oracle 23c AI provides comprehensive API and SDK support. Developers can use these tools to connect Oracle 23c AI with existing software, enabling seamless data exchange and enhancing the overall functionality of their IT ecosystem.
5. Enhanced User Experience and Usability
Intuitive User Interface
Oracle 23c AI features an intuitive user interface that simplifies database management tasks. The interface provides visual tools for data exploration, model building, and performance monitoring, making it easier for users to interact with the platform and access the features they need.
Guided Workflows
To help users get started quickly, Oracle 23c AI includes guided workflows for common tasks such as data preparation, model training, and deployment. These step-by-step guides reduce the learning curve and ensure that users can effectively utilize the platform's capabilities.
Collaboration Tools
Oracle 23c AI supports collaboration through shared projects and data workspaces. Teams can work together on data analysis and model development, sharing insights and progress in real-time. This collaborative approach enhances productivity and ensures that data-driven decisions are informed by diverse perspectives.
Oracle 23c AI represents a significant advancement in database technology, integrating powerful AI and machine learning capabilities to enhance performance, security, and usability. With features such as AutoML, in-database machine learning, autonomous data masking, and AI-powered query optimization, Oracle 23c AI empowers businesses to harness the full potential of their data. Organizations can streamline their operations by adopting Oracle 23c AI, improve decision-making, and stay ahead in an increasingly data-driven world. augsta is well-equipped to help businesses implement and leverage Oracle 23c AI, ensuring successful adoption and continuous support.
Partner with augsta today to unlock the transformative power and new features of Oracle 23c AI for your business.
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