Digital twins, interoperability and FAIR model-driven development
Image by Cathrin2014 from Pixabay In July 2023, Teresa Tung, managing director and cloud-first chief technologist at Accenture, gave a Factory of the Future talk at the D...
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Your AI Journey: Start Small AND Strategic – Part 1
Avoid the AI siren song[1]. Avoid the advice that leads you to believe an artificial intelligence (AI) project is just like any other IT project and that the approa...
Building robust API: step-by-step guide
Introduction In the realm of modern software development, Application Programming Interfaces (APIs) stand as the backbone of data engineering, facilitating seamless data ...
What data scientists overlook when it comes to knowledge graphs
Image by Ahmad Ardity from Pixabay The good news is that the data science community is taking more of an interest in knowledge graphs lately. But unsurprisingly, some dat...
Better LLMs with Shorter Embeddings: Part 3
This is my third article related to LLM and GPT-like apps. See the first one, “Why and How I Created my Own LLM from Scratch”, here. The second one listed 7 m...
GenAI regulation: Are deepfakes indicative of free will in LLMs?
When generative AI is given a prompt to display an image in a certain way or style, what it also means is telling AI to imagine. The request to imagine is an acknowledgme...
A glance at natural language processing
Natural language processing (NLP) is a discipline where machines are built with the main aim of manipulating human language or data resembling human language in the manne...
High-performance computing’s role in real-time graph analytics
A podcast with CEO Ricky Sun of Ultipa Image by Gerd Altmann from Pixabay Relationship-rich graph structures can be quite complex and resource consuming to process at sca...
Choosing the right technique: Prompt engineering vs fine-tuning
Artificial intelligence and machine learning applications have been revolutionizing many industries for the last decade, but due to generative AI models like ChatGPT, Bar...
From MLOps to LLMOps— and hardware headaches ahead
A model on its own is typically not enough. It requires the data, which comes in a very specific format and has to be the same format that will be used at the time of inf...