The Technology Behind the Magic of AI: a Google Cloud Perspective

GDG Cloud Budapest

Ever wondered what's really going on inside the Large Language Models (LLMs) that power tools like Gemini and ChatGPT? This session dives into the core tech behind the magic. We'll explore how these models understand text, process language, and turn complex data into useful output. Learn about the neural networks, tokenization, embeddings, and other building blocks that make it all work.

Jan 23, 2:00 – 4:00 PM (UTC)

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About this event

Dear Members,


Are you ready to learn about the building blocks of Large Language Models (LLMs)? Join us online on January 23rd and dive into the core tech behind the magic of AI with us! 🚀


Attendance is free of charge but registration is required  


💡 Abstract

The goal of this presentation is to give you a brief technical overview on the basics of AI technologies which are used by the current LLM models.

We would look at how Neural networks work and how to use them in solutions, how LLMs transform text into numbers which represents meaning (tokenization and vectorization), what are the capabilities of advanced neural networks like RNN, GRU or CNN which are needed for the Large Language models what were the milestones of the development of these. We would like to show some real-life demos which helps you understand how these technologies can be used.

Also, we would briefly look at the current AI tools on GCP and some examples of how to use technologies like advanced prompt engineering real life Enterprise AI projects.

As you can see, we would like to cover a lot of subjects during an hour, so we will not be able to dig down to the details, but hopefully you will have an overview level understanding of how AI technologies work, what you can explore further later on.

👨‍💻 Suggested audience: You are at technical level, but not an expert in AI technologies. You heard a lot about AI, but not familiar with the meaning of some AI expressions like Tokenization, Vectorization, LLM etc. and do not fully understand how AI works.


🗣️ Language: English


Data privacy information: Please note that the event will be recorded by DT-ITS and the recording may include the audience's activity during the Q&A sessions as well. The recording will be published on DT-ITS’s YouTube channel: Clouders Club, and on DTAG internal communication platforms to help professional development, share information and knowledge. By actively taking part in the Q&A session we assume that you consent to the recording of your voice during the event. For any request regarding the described data processing please contact us on this email: HU_DT_TSI_CS_BO@t-systems.com


👉 Save the date, and don’t miss out on this opportunity to learn, share, and innovate together!

When

When

Thursday, January 23, 2025
2:00 PM – 4:00 PM (UTC)

Agenda

The Technology Behind the Magic of AI: a Google Cloud Perspective

Speaker

  • Balázs Molnár

    Deutsche Telekom IT Solutions

    Cloud Architect

Moderator

  • Zsigmond P. Toth

    EPAM Systems

    GDG Organizer

Host

  • Kamilla Kerschner

    Deutsche Telekom IT Solutions

    GDG Organizer

Partner

Deutsche Telekom IT Solutions Hungary logo

Deutsche Telekom IT Solutions Hungary

Organizers

  • Zsigmond P. Toth

    EPAM Systems

    GDG Organizer

  • Kamilla Kerschner

    Deutsche Telekom IT Solutions Hungary

    Organizer

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