I'm proud to announce that I've earned the Oracle Cloud Infrastructure (OCI) AI Foundations Associate Certification! 

This certification offered a strong introduction to the fundamental concepts of artificial intelligence (AI) and machine learning (ML), with a particular emphasis on their practical application within Oracle Cloud Infrastructure. It serves as an excellent entry point for learners who want to deepen their understanding of AI and ML — even without extensive technical experience.

Throughout this course, I explored a wide range of topics that helped me strengthen my grasp of the AI ecosystem in the cloud:

• Core Concepts: Gained a comprehensive overview of basic AI and Machine Learning (ML) principles, including deep learning fundamentals and their significance in developing intelligent systems.

• Modern AI: Studied the growing importance of Generative AI and Large Language Models (LLMs) in modern computing, and how they are reshaping industries and human interaction with technology.

• Cloud Application: Learned to apply these technologies within Oracle Cloud Infrastructure (OCI) to create scalable, efficient, and responsible AI-driven solutions.
  
  

One of the most impressive aspects of this course was its clarity and accessibility. The material was thoughtfully structured to guide learners through a step-by-step process, starting with basic principles before moving into more advanced AI and ML topics. Even complex ideas were made easy to understand through Oracle’s engaging explanations, visual learning modules, and practical examples.

I found the course both straightforward and highly informative, which made the learning journey enjoyable from start to finish. It’s truly an amazing course by Oracle, and I’m deeply grateful to have access to these educational opportunities that make advanced technologies approachable to all learners.

Earning this certification has deepened my technical understanding of AI, machine learning, and cloud computing, while also reinforcing the importance of ethical and responsible AI design. I’m eager to put this expertise into practice by leveraging OCI’s powerful ecosystem to build and deploy innovative solutions that merge technology with purpose.

This certification marks an important milestone in my ongoing journey of growth and discovery within the world of artificial intelligence and cloud technology. I look forward to continuing to learn, innovate, and contribute to the advancement of AI.

Setting up Oracle Database on Oracle VM VirtualBox is a great way to practice database management in a controlled environment. In this guide, we’ll walk through how to create a new user, assign roles, and log in with the new credentials inside your Oracle Database.

Step 1: Checking for Version Number

Run the following command in SQL*Plus to check the version number:

Step 2: Create a New User

Start by connecting to your Oracle Database as SYSDBA. Once connected, use the following SQL command to create a new user:

Explanation:

• C##free → the username (the prefix C## is required for common users in a multitenant database).

• IDENTIFIED BY free → sets the initial password.

• DEFAULT TABLESPACE users → assigns the user to the users tablespace.

• QUOTA UNLIMITED ON users → allows unlimited space in that tablespace.

• PASSWORD EXPIRE → forces the user to change the password upon first login.

 Step 6: Verification

To verify your user setup, try creating a simple table:

CREATE TABLE sample_table (

    id NUMBER PRIMARY KEY, 

    name VARCHAR(50)

);

If this executes successfully, your user setup and configuration are complete.

Summary

In this setup, you:

1. Verified the Oracle Database version.

2. Created a new common user and role.

3. Granted essential privileges and connection access.

4. Logged in and set a new password successfully.

You’re now ready to explore Oracle SQL under your new user account in VirtualBox!

The ACE Associate to me represents:

• A commitment to lifelong learning in Oracle technologies.

• A responsibility to amplify knowledge, not keep it to myself.

• A reminder that community and collaboration are at the heart of meaningful tech development.

Being a member of the Oracle ACE community links me to a global network of experts, innovators, and dedicated professionals who inspire me every day. This is only the beginning, and I am grateful to everyone who has supported me.

The Oracle ACE Associate Award serves as a reminder that sharing your knowledge can have a significant impact. Every contribution you make, whether it's writing a blog, organizing a webinar, or answering questions in a forum, helps build a stronger, smarter IT community.

Here’s to growth, giving back, and embracing every opportunity to learn.

In the ever-changing world of technology, it's tempting to become fixated on what's new – the most recent frameworks, cloud integrations, and AI models.  However, I recently took a step back and reviewed the fundamental principles that every developer and tech enthusiast should understand.  So, I completed the Oracle Database Explorer Badge.

 Despite my experience working with databases on a variety of projects, I thought it was crucial to brush up on my fundamental understanding.  As time passes, we often use shortcuts or tips from tutorials to get past issues, but the real impact comes from knowing why something works. 

Oracle Enterprise Manager is a complete IT management solution made to assist companies in effectively managing their cloud-based or traditional IT environments. It simplifies setup, support, and maintenance by providing a comprehensive solution for controlling everything from hardware to apps.

Oracle Enterprise Manager's main characteristics include: 

• Cloud Lifecycle Management: Enterprise Manager makes it simple and quick to set up, monitor, and support both cloud and conventional Oracle IT environments, including hardware and apps.

• Optimizing IT Investment: To provide the finest solutions for intelligent management of the Oracle stack and designed systems, the tool makes use of Oracle's built-in management capabilities. Additionally, it helps organizations maximize their IT expenditures by integrating Oracle's knowledge base with each client environment in real time.

• All-inclusive Management: Enterprise Manager gives companies the ability to control everything, including disks and apps, resulting in a simplified and effective method of managing IT in both traditional and cloud systems.

• Increasing Efficiency: Oracle Enterprise Manager's real-time connection with Oracle's knowledge base makes IT operations much more efficient, resulting in quicker problem-solving and improved overall service.
  
  

This article examines how domains are used in Oracle Database 23ai, providing examples and insights that encourage consistency and reusability and make database administration easier. By the end of this article, learners will have a firm grasp of how domains standardize data definitions, reduce redundancy, and enhance system robustness.

What Are Domains?

Domains are reusable database objects containing common definitions, constraints, and characteristics. They guarantee consistency and lower errors by enabling developers to set data rules centrally and reuse them across tables and applications. Consider templates with guidelines for particular kinds of information, such as order statuses, email addresses, and phone numbers.

Consider, for example, defining a "Phone Number" field across several tables. Without domains, each table's type, length, and validation criteria would need to be individually specified. Domains allow you to define a concept once and use it anywhere. Time and effort are saved because any future modifications to the domain automatically affect all related columns.

Key Benefits

1. Single Point of Definition (SPOD): To guarantee consistency throughout your database, centralize data constraints.

2. Reusability:  To cut down on effort duplication, apply the same domain to several columns or tables.

3. Reduced Errors: Reduce the possibility of contradictory or inconsistent restrictions between tables.

4. Improved Maintenance: Since modifications are made in a single location, updating restrictions is made easier and SQL standards compliance is guaranteed.

Setup: Getting Started

To start using domains, you must have the necessary privileges. Here’s a guide to set up your test environment:

1. Connect to Oracle as SYSDBA: This ensures you have administrative access.

2. Create a New User: If a user doesn’t already exist, create one for testing purposes.
   
   

3. Switch to the New User: Log in as the test user to begin experimenting with domains.
   
   

This setup ensures you have a clean environment for testing domains.

Types of Domains

Different domain types are supported by Oracle Database 23ai, and each is appropriate for a particular use scenario. Let's examine them in greater detail:

1. Multi-Column Domain

A multi-column domain works best when a group of columns have interdependent rules. This makes data validation easier and guarantees consistency.

Example:

In this example, all address fields—street, city, and postcode—are mandatory. Using this domain ensures consistent validation for any table storing address data.

2. Single Column Domain

Rules for a single column are defined using this kind of domain. For instance, standardizing phone numbers may be necessary.

Example:

This domain guarantees that phone numbers have ten to fifteen digits and can optionally begin with a plus sign (+). This domain will automatically enforce these restrictions for each table column that utilizes it.

3. Flexible Domain

Different rules can be applied depending on the situation in flexible domains, which adjust based on a discriminant column.

Example:

This domain is very adaptable for applications with a variety of data requirements since it applies multiple sets of rules based on the value of the region column.

4. Enumeration Domain

To restrict data to a predetermined range of values, use enumeration domains.

Example:

For fields like order status, where only particular values are allowed, this domain is ideal.

Creating Domains

Domains are defined using the CREATE DOMAIN statement. Here’s a beginner-friendly breakdown of its components:

• Name: Specify a unique, descriptive name for the domain, such as phone_dom or email_dom.

• Data Type: Define the type, length, and precision, such as varchar2(50) or number(10,2).

• Constraints: Add rules to validate data, like NOT NULL or CHECK.

• Annotations: Use annotations to document the purpose of the domain, aiding future maintainers.

Dropping Domains

If a domain is no longer needed, it can be removed:

This ensures unused domains don’t clutter your database.

Evolving a Domain

Domains must adjust as data requirements vary over time. Tools for evolving domains while preserving their integrity are offered by Oracle Database.

Modifying Domains

You can modify a domain using the ALTER DOMAIN command:

By doing this, you can change constraints, annotations, or other attributes without having to recreate the domain.

Strict Domains

For applications that demand rigorous data validation, strict domains enforce more comprehensive constraints:

Strict domains are ideal for sensitive or critical fields where data quality is paramount.

PL/SQL Support

Advanced business logic implementation is made possible by the smooth integration of domains with PL/SQL. For example, you can design triggers or processes that depend on domain constraints:

This guarantees that domain rules and business logic are in line.

Best Practices

1. Use Descriptive Names: Choose meaningful names like status_dom to indicate purpose.

2. Plan Ahead: Anticipate future changes to reduce disturbance.

3. Thorough Testing:  Domains should always be tested in a non-production environment before deployment.

4. Document Everything: Use annotations to describe each domain's purpose and restrictions.

Conclusion

In conclusion, Oracle Database 23ai's domains provide a strong tool for standardizing and simplifying database development. By centralizing data definitions and restrictions, they improve consistency, decrease maintenance overhead, and adhere to SQL-based system best practices. Whether you're a new or veteran developer, using domains can greatly improve the quality and stability of your database applications.