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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

Under-Secretary of State for International Trade at the Ministry for Foreign Affairs of Finland visits Singapore
Matias Helskyaho attended the visit of Under-Secretary of State for International Trade at the Ministry for Foreign Affairs of Finland, Jarno Syrjala at the Embassy of Finland in Singapore. During…

Oracle AIworld 2025 in Las Vegas
Marko Helskyaho, Heli Helskyaho and Patrik Hollming at Oracle AIworld-excited to catch the latest on AI-powered cloud applications, databases, and more. Heli is also looking forward to presenting her ideas…

Meeting with the Minister for Development Cooperation and Foreign Trade
Heli Helskyaho, Marko Helskyaho, Patrik Hollming and Matias Helskyaho had an interesting visit to the Parliament House, followed by a discussion with Ville Tavio, Tuomas Tähti, Niklas Karvonen and Anna…

Oracle APEX Tour in Espoo 24th November 2025
Oracle APEX Nordic Tour comes to Espoo on 24 November 2025. Join us for a day of APEX updates, demos, and practical insights on how to apply AI in app…

New certification for Hanna Einola
Congratulations to our Database Designer Hanna Einola for Professional Oracle Cloud Infrastructure Generative AI certification!

Miracle Finland is ISO 27001 certified.
We are happy to share that our company has received the ISO/IEC 27001:2022 certificate on September 19, 2025. With the help of the Tietoturvapankki information security management system, we make…
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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