In this article, I explore 10 additional features that have a big impact on LLM/RAG performance, in particular on speed, latency, results relevancy (minimizing hallucinations,… Read More »30 Features that Dramatically Improve LLM Performance – Part 2
Many are ground-breaking innovations that make LLMs much faster and not prone to hallucinations. They reduce the cost, latency, and amount of computer resources (GPU,… Read More »30 Features that Dramatically Improve LLM Performance – Part 1
If you, your team or your company design and deploy AI architecture, data pipelines or algorithms, having great diagrams to illustrate the workflow is a… Read More »Building Professional Diagrams: LLM/RAG Example with Source Code
One of the most popular discussion topics these days is AI developer vs AI scientist. Rather than switching from one to the other, I offer… Read More »Becoming a Hybrid AI Developer/Scientist
With 23 top projects, 96 subprojects, and 6000 lines of Python code, this vendor-neutral coursebook is a goldmine for any analytic professional or AI/ML engineer… Read More »New Book: State of the Art in GenAI & LLMs — Creative Projects, with Solutions
This is not a repository of traditional questions that you can find everywhere on the Internet. Instead, it is a short selection of problems that… Read More »7 Cool Technical GenAI & LLM Job Interview Questions
This book is for participants in my AI and machine learning certification program. However, it is now free and available to everyone. With tutorials, enterprise-grade… Read More »New Book: Practical GenAI and Machine Learning – Projects and Datasets
It is difficult to follow all the new developments in AI. How can you discriminate between fundamental technology here to stay, and the hype? How… Read More »GenAI and LLM: Key Concepts You Need to Know
This list covers well-known as well as specialized libraries that I use rather frequently. Applications include GenAI, data animations, LLM, synthetic data generation and evaluation,… Read More »30 Python Libraries that I Often Use
Without using any API or any Python library, yet delivering better results. You would think this is a massive undertaking. However, it took me less… Read More »Why and How I Created my Own LLM from Scratch
