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Jari’s APEX Blog
Blog by Jari Laine about Oracle Application Express (APEX) and Related Stuff Search
HeliFromFinland
Heli’s thoughts on Machine Learning, AI, AI Agents, Database Designing, Oracle SQL Developer Data Modeler, User Groups and much more
News

Registration for the Spring Oracle APEX Day Finland is open!
Mon, May 5 · 8:30 AM , in-person only. Free to attend but seats are limited. Register now! https://www.meetup.com/apex-meetup-finland/events/306322925

Pekka Kanerva has been granted the Oracle AI Vector Search Certified Professional certification.
With Oracle Database 23ai, Oracle has introduced the Vector data type and AI Vector Search —innovative technologies that redefine how vector embeddings are generated, stored, indexed, and queried. When paired with Large Language Models (LLMs), this…

Miracle Finland is a proud sponsor of Oracle Technology Day 2025 in Singapore.
The agenda will cover, among other things, Agentic AI exploring its potential to transform industries, organizations, and our lives. Speakers include Heli Helskyaho, Matias Helskyaho and Adrian Png. Event info…

Pekka Kanerva recognized as an Oracle ACE Associate
We are delighted to announce that Pekka Kanerva who works as an Oracle technology consultant for Miracle Finland has been recognized as an Oracle ACE Associate! 🎉 Pekka holds a…

Miracle wishes you a Merry Christmas and a Happy New Year 2025!”
We are proud to announce that Miracle Finland is once again supporting the incredible work of the Association of Friends of the University Children’s Hospitals in 2024! This charitable organization,…

Miracle Finland Awarded the Strongest of Finland Platinum Certificate
We are thrilled to announce that Miracle Finland has been awarded the Strongest of Finland Platinum Certificate, a prestigious recognition granted to only 3% of Finnish companies. The Platinum certification,…
Articles

Defining Data Model Quality Metrics for Data Vault 2.0 Model Evaluation
By Heli Helskyaho, Laura Ruotsalainen, Tomi Männistö Published: 9 February 2024, Inventions Designing a database is a crucial step in providing businesses with high-quality data for decision making. The quality of…

Introduction to AI Services in the Oracle Cloud Infrastructure
By Heli Helskyaho Published WINTER 2023, NL.OUG Visei Machine Learning is often seen as a complicated process with model training, feature engineering, model evaluations, deployments, and so much more. The…

Towards Automating Database Designing
By Heli Helskyaho Published: 2023 34th Conference of Open Innovations Association (FRUCT) Database designing is an important process for enabling good quality data. Without designing the database correctly, the database…

LLMs, GPTs, and All That Jazz
By Heli Helskyaho Published July 2023, Edition #30 e-Magazine for Oracle Users published by the EOUC Everybody is talking about ChatGPT and other similar tools. What are they and how…

Machine Learning For Beginners
By Heli Helskyaho Published: September 2021, Edition #26 e-Magazine for Oracle Users published by the EOUC Oracle offers several tools for machine learning. You can, for example, use the in-database…

Developer Strategies: How to Use Free Cloud Services
Published: September 16th, 2021 Here fishy, fishy. To entice developers to their platforms, cloud providers all offer free versions of a selection of their cloud services. The goal, of course,…


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