Whether beginners or professionals – the data2day Offers focused knowledge and inspiration every year. At the conference for data scientists, data engineers and data teams from 17 to 19 September in Heidelberg, you can expect a varied programme from data meshing to generative AI, with a wide range of lectures, practical workshops and valuable networking opportunities.
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on both of them Over 30 lectures During the packed main conference days, experienced experts from companies such as E.ON, Zalando, DM, Merck and many others will address a variety of key questions: How are big language models (LLMs), GenAI and knowledge graphs changing data science and which data architectures are proving successful?
Between hype and reality: LLM, generative AI and the knowledge graph
Immerse yourself in the world of data analysis, machine learning and artificial intelligence. Learn from experienced experts and exchange ideas with like-minded people. The use of large language models, generative AI and knowledge graphs opens up completely new possibilities for data scientists and developers. The 11th edition of Data2Day shows how daily practice is changing as a result and which data architectures are proving successful in companies.
But how far does hype carry over into practice? What are the limits of AI power play? Kira Engelhart speaks in her keynote AI power play: Realistic expectation management for maximum business impact At the very beginning of the conference, Cleartext shows how efficient collaboration between data scientists and business experts contributes to real business success — and avoids unrealistic expectations of AI!
Accelerated engineering instead of data wrangling: With LLMs, data from a wide variety of sources can be easily queried via chatbots. If you combine them with knowledge graphs (KGs), complex relationships can also be identified in large, heterogeneous amounts of data. This opens up completely new possibilities for training and using AI models. In his lecture, Alden Creo, research expert at Accenture Labs, will show, for example, how developers and data scientists are already doing this today Benefits of combining KG and AI – but also where the boundaries currently are.
How to work with multi-agent systems based on LLM “Liberates” data from silos and makes it centrally accessibleAmong the scientists demonstrating are data science experts Nico Kreiling and Moritz Gloner from Bertelsmann.
Data Mesh & Co: The path to a suitable data architecture
With a decentralized data architecture approach, Data Mesh seeks, among other things, to enable developers to independently perform cross-domain data analysis. But how does this approach work in practice and what challenges do companies have to overcome to implement a data architecture that suits their needs? The answers to these and other questions will be explored in several lectures at data2day 2024.
From years of project experience, Matthias Niehoff, Head of Data & AI at CodeCentric, knows that there is no single correct data architecture, but rather companies are different based on individual structural situations. You need to find the right design for you. In his talk, he presents various solution approaches and gives an overview of the decisions needed when choosing a data architecture.
Filip Stepniak and Nicolas Hübner from Ascentry In the meantime, the data mesh approach is under reality check and will present experiences gained from the introduction of data mesh across a global mechanical engineering group.
Other highlights of Data2Day 2024:
- Lectures on AI, Large Language Models, Data Architecture,Knowledge Graph, MLOps And much more
- Testimonials and best practices from companies like OLX E.O.NZalando, MerckBosch and BASF
- Insights on current trends and developments in the field of data science and AI
- workshops on topics such as Data Analysis with Machine Learning and recovery of enhanced generation systems
Get your tickets to data conferences and workshops now
Don’t miss the chance to exchange ideas with proven experts and other participants on the site about the most important topics for data scientists, data engineers, and data teams. Tickets for the two conference days are available for 1099 euros, a combination ticket including one workshop costs 1649 euros (all prices plus 19 per cent VAT)..And the best part: teams of 3 or more people also get group discounts on top!
Exciting workshops await you on September 17, the day before the conference. During the training “Chat with your data: building a retrieval augmented generation (RAG) system“Unfortunately it is already sold out, there are still places left for the workshop”Data Analysis with Machine Learning” To keep it.
We look forward to welcoming you to Data2Day in September! If you want to stay updated on the progress of the conference, you can visit the website Register for the newsletter or Organizer iX and dpunkt.verlag Follow on LinkedIn – the hashtag is #data2day,
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