Articles

Long-form posts and guides on data science, vectors, and Oracle technologies.

Building an Oracle APEX Application for Machine Learning Predictions with OCI Data Science — Part 2

📎 Read Part 1 First:If you haven’t seen the first part where we trained and deployed a machine learning model using OCI Data Science, start here:👉 Part 1: Train and Deploy ML Model in OCI Data Science Introduction Welcome back! In Part 1, we trained a RandomForestClassifier using the Iris dataset, deployed it in OCI […]

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Building an Oracle APEX Application for Machine Learning Predictions with OCI Data Science — Part 1

Introduction Welcome to this comprehensive guide on building an Oracle APEX application that integrates with OCI Data Science to make real-time predictions using a machine learning model. This guide is divided into two parts: What you’ll learn in Part 1 In this first part, we will go step by step through: Why you should stay

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Automating Approvals with Workflows in Oracle APEX

Workflows are essential in modern applications to streamline processes, ensure consistency, and automate repetitive tasks. Oracle APEX provides a robust workflow engine that allows developers to automate approvals and rejections efficiently. Despite the abundance of blogs and documentation available, many resources often miss crucial steps, such as ensuring a workflow exists both in the development

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ChatGPT vs DeepSeek: Key Differences and Hands-On Experiments

My findings after comparing two powerful AI Assistants Over the past few days, I’ve spent some time investigating DeepSeek, a relatively new AI model, and comparing it to ChatGPT, one of the most established AI assistants. Both models have their strengths and weaknesses, but they cater to slightly different needs. In this article, I’ll share

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Integrating Oracle Object Storage with Oracle APEX for File Management and Data Science Preparation

Integrating Oracle APEX with Oracle Object Storage is a fundamental step toward creating robust applications for managing data workflows and preparing for advanced data science services. In this article, I will outline the configuration steps and necessary code to visualize and upload files to Object Storage buckets directly from an APEX application. This setup lays

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Multicloud made easy: Oracle’s game-changing approach to cloud harmony

If you’re facing challenges managing workloads across different clouds and want to integrate them seamlessly, this read is for you. Recently, I completed a course on Oracle’s multicloud capabilities and had the chance to dive deeper into how Oracle integrates with major cloud providers like Google Cloud, AWS, and Azure. I wanted to share my

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Performing REST API Calls in Oracle APEX with PL/SQL Code

In Oracle APEX, REST API calls can be performed using either Shared Components (Web Source Modules) or through PL/SQL processes. While Shared Components provide simplicity and built-in tools, sometimes you need greater control over the request, response, and processing logic. In this article, I’ll show you how to perform REST API calls using pure PL/SQL

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Creating Reports and Documents with APEX Office Print in Oracle APEX

APEX is an incredibly versatile platform for building low-code applications, but one feature that really elevates its capabilities is the ability to generate professional-quality reports and documents. While APEX provides some built-in reporting tools, integrating it with APEX Office Print (AOP) takes things to a whole new level, especially for creating customizable Word, PDF, and

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Creating my own specialized ChatGPT for Oracle APEX Development using Fine-Tuned OpenAI models

As a developer working with Oracle APEX, staying updated with the latest features and enhancements is crucial for building scalable and secure applications. While tools like ChatGPT have become invaluable for coding assistance, I’ve often found that its knowledge of specific technologies can lag behind the latest updates. This is particularly true when new versions

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Configuring Email in OracleAPEX on an AutonomousDatabase (ADB)

Email functionality is vital for many Oracle APEX applications, whether it’s sending notifications, confirmations, or updates to users. Deployments on an Autonomous Database (ADB), have by default added layers of security that make adoption and migration a bit challenging. Oracle documents the key differences, constraints inherent to Autonomous Database for experienced Oracle Database users. The

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