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Filtering by: DATA MINER Big Data Europe Conference 2020 ×
Milad Abbaszadeh, Leonie Behrens: Insights and Key Learnings on Our AI Journey

🌟 Session Overview 🌟

Session Name: From Theory to Practice: Insights and Key Learnings on Our AI Journey Speaker: Milad Abbaszadeh, Leonie Behrens Session Description: In this presentation, Leonie (GEMA) and Milad (IT4IPM) will discuss the AI transformation at GEMA, an established company. They will cover the journey from initial pilot projects and proofs of concept to implementing AI applications on a cloud-based platform that supports essential business processes. The talk will include their approach, key learnings, and the challenges faced along the way. They will share practical use cases involving cutting-edge technologies like LLMs, demonstrating the real-world applications and benefits of AI within the company.

Join them to learn about the practical aspects and outcomes of integrating AI into a traditional business setting.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Markus Schuttler: The Shitposting AI - An Ironic Solution to Fruitless Online Debate

🌟 Session Overview 🌟

Session Name: The Shitposting AI - An Ironic Solution to Fruitless Online Debate Speaker: Markus Schuttler Session Description: More often than not, online discussion is tedious, toxic, and doesn't lead anywhere. It's a fruitless obligation that has controlled humans for far too long. Luckily, the Innovation Hacking Team found a solution: automation.

We trained an AI (GPT) on comment threads from the social media platforms with the worst discussion culture: Twitter and Reddit. Using this AI, we can now take the human entirely out of the loop and have an authentic, endless, AI-generated online discussion. Finally, humans can return to higher duties such as learning about the latest big data trends, while resting assured that the important topics of today's society are still being discussed in an authentic internet style. The discussion is brought back to the physical world by a group of talking robot heads that take turns presenting their arguments. For those preferring written discussion, the discussion is simultaneously carried out in a Telegram-esque group chat.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Boris Nikolai Konrad: (How) Are We Staying Smarter Than AI?

🌟 Session Overview 🌟

Session Name: (How) Are We Staying Smarter Than AI? Speaker: Boris Nikolai Konrad Session Description: What opportunities and risks do artificial intelligences hold? This is what computer scientist, neuroscientist, and keynote speaker Dr. Boris Nikolai Konrad will explore. He is closely connected to the cutting edge of research and captivates his audience with thrilling insights, posing the provocative question: Will we remain smarter than robots in the future? The reality of what has been depicted in Hollywood science-fiction films for decades looks quite different.

What seemed impossible yesterday is now part of everyday life. Artificial intelligences have become an integral part of our existence. Consider a music playlist suggested by Alexa, smart homes managing energy consumption autonomously, and self-driving cars that learn independently, which, according to Konrad, will soon hit the mass market. And then there's Chat GPTβ€”an impressive and incredibly fascinating evolution. Millions of users interact daily on the Chat GPT website. The domains of learning and knowledge are about to undergo rapid transformation. Will our children still need to memorize vocabulary in the future? This is no longer the music of the future. It's happening here and now! But what comes next? Which promises will initially remain out of reach? The printing press was only invented 500 years ago, and digital media have been revolutionizing our world at breakneck speed for just three decades. The human brain, while not designed for such rapid change, impresses with its enormous plasticity and adaptability. Learning is what defines us.

The triumph of language-based AI will relieve us of certain tasks, making new things possible, such as simultaneous conversation in multiple languages, quick interpretation of texts and data, and programming new software. However, it must not lead to a decline in human learning. On the contrary, people will learn more and better than ever before, thanks to and with AI. Dr. Boris Nikolai Konrad is firmly convinced: "Humans can also become smarter by learning from machines or utilizing insights from neuroscience. Whether we are ready to do so will decide if we continue to control computers, or if it will be the other way around.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Atita Arora: Impact of Vector Search

🌟 Session Overview 🌟

Session Name: Impact of Vector Search: Unraveling Purpose-built vs. Traditional Databases for Gen AI Applications Speaker: Atita Arora Session Description: In this presentation, Atita aims to illuminate the transformative influence of vector search on generative AI (Gen AI) applications by comparing purpose-built and traditional databases integrated with vector capabilities. Their goal is to showcase the pivotal role of database selection in the success of Gen AI applications, emphasizing the importance of prioritizing quality over convenience.

Through a detailed examination of the complexities and operational limitations faced by traditional databases adapting to vector search, speaker highlights how purpose-built solutions offer unparalleled efficiency and reliability in meeting the evolving demands of Gen AI applications. Atita hope sthat their audience will gain a deep understanding of the impact of vector databases on the performance and scalability of Gen AI applications, enabling them to make informed decisions when choosing between purpose-built and traditional databases for vector search.

Ultimately, this presentation seeks to clarify the need for the adoption of advanced database solutions that can empower Gen AI applications to deliver real-time responsiveness, contextual relevance, and optimal performance in a rapidly evolving digital landscape.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Artsiom Yudovin: Data Intelligence Platform on AWS

🌟 Session Overview 🌟

Session Name: Data Intelligence Platform on AWS Speaker: Artsiom Yudovin Session Description: Artificial intelligence (AI) has become an essential part of our lives and significantly impacts data platforms. The days of envisioning data platforms in isolation are gone, and AI has become crucial in shaping their operational landscape.

AWS provides various services that support AI, and it's essential to know where we can use these services in our data platform. A data platform comprises several components, but some can benefit the most from using AI. In this discussion, we will explore which component can benefit the most from the AI services offered by AWS, how it can be integrated, and where we can face pitfalls on our journey.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Artem Pochechuev, William de Pretre: Using Transformers.js to Bridge the Gap Between AI Research and

🌟 Session Overview 🌟

Session Name: Using Transformers.js to Bridge the Gap Between AI Research and Production. Speaker: Artem Pochechuev, William de Pretre Session Description: Experience the power of Transformers.js in transforming AI research into production-ready applications. This talk highlights the advantages of running trained models directly in the browser, eliminating the complexities of hosting, server maintenance, and cloud expenses. With Transformers.js, developers can quickly prototype and present results to stakeholders, speeding up the development cycle. Its serverless architecture ensures easy startup and cost-effective operation, facilitating rapid innovation and deployment. Join us to learn how Transformers.js makes AI accessible and practical, driving the future of web-based intelligence.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Andrzej Lassak: Autonomous Enterprise

🌟 Session Overview 🌟

Session Name: Autonomous Enterprise Speaker: Andrzej Lassak Session Description: The concept of the autonomous enterprise revolves around the idea of creating a business that is self-managed and self-adjusting. While this may still seem unrealistic today, it is important to remember that the idea of autonomous cars also seemed far-fetched a decade ago. The emergence of generative AI and the expansive global cloud infrastructure are now enabling businesses to seriously consider the transition towards becoming autonomous enterprises. πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Andreas Buhlmeier: Generative AI: Get a Grip … and a Look Under the Hood

🌟 Session Overview 🌟

Session Name: Generative AI: Get a Grip … and a Look Under the Hood Speaker: Andreas Buhlmeier Session Description: This presentation has three main parts:

What is Generative AI and What is Not: Since the release of ChatGPT-4, generative AI has gained remarkable attention. Large Language Models (LLMs) seem to be the main point of interest, so it makes sense to look at what makes generative AI unique and what would not be labeled as 'generative' AI.

What Happened on the Path Towards Generative AI: This part outlines the major steps and benefits in the development of generative AI as we experience it today.

A Look Under the Hood: A deeper understanding of generative AI, particularly LLMs, can be better achieved by running code examples yourself, allowing you to inspect each variable. Recent code-level experiences and recommendations on what to try are laid out. πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Rui Machado: Data Engineers: Respect the Resiliency of SQL

🌟 Session Overview 🌟

Session Name: Data Engineers: Respect the Resiliency of SQL Speaker: Rui Machado Session Description: In the ever-evolving data landscape, SQL's resilience shines, powering critical systems across all industries. Despite new technologies, SQL's core definition and manipulation language remains indispensable, evolving to meet modern demands. This talk explores why SQL endures, spotlighting its integration in innovative tools like dbt and DuckDB, which leverage SQL interfaces for advanced data processing. It will reveal some of the secrets behind SQL's lasting popularity and its pivotal role in the future of data engineering.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Timothy J Spann: Real-Time AI with Open Source

🌟 Session Overview 🌟

Session Name: Real-Time AI with Open Source Speaker: Timothy J Spann Session Description: While building it, we will explore the practical reasons for choosing specific indexes, determining what to vectorize, and querying multiple vectorsβ€”even when one is an image and the other is text. We will discuss the importance of filtering and how it is applied. Next, we will use our vector database of Air Quality readings to feed an LLM and generate accurate answers to Air Quality questions. I will demonstrate all the steps to build a RAG application using Milvus, LangChain, Ollama, Python, and Air Quality Reports. Finally, after the demos, I will answer questions, share the source code, and provide additional resources, including articles.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Simon Copsey: Technology is Necessary, But Not Sufficient

🌟 Session Overview 🌟

Session Name: Technology is Necessary, But Not Sufficient Speaker: Simon Copsey Session Description: Adopting and evolving technologies in an organization is important and can offer significant advantages. However, translating these advantages into bottom-line benefits often comes from combining technical change with social change - we must not just change the technology, but also rewrite the rules governing how that technology is used.

We are seeing growing thought leadership moving into this sociotechnical space: SRE, Data Mesh, DevOps, and Platform Engineering are equally about the technology as they are about the rethinking of how teams are designed and organized.

In this talk, we hope to help you understand how to apply this sociotechnical thinking to your organization so you unlock the - often untapped - bottom-line benefits of technical change.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Dragan Metikos: Lean Process Automation

🌟 Session Overview 🌟

Session Name: Lean Process Automation Speaker: Dragan Metikos Session Description: The session will be about Lean Process Automation. LPA brings a new, more sustainable approach to process automation. Leveraging the principles of Lean and Six Sigma during the analysis phase, organizations are empowered to re-engineer their business processes, ensuring they are finely tuned for automation. This meticulous approach not only enhances the efficiency of processes but also fosters long-term stability, maximizing the benefits of process automation over an extended horizon.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Artsiom Yudovin: Build a Modern Data Platform on AWS

🌟 Session Overview 🌟

Session Name: Build a Modern Data Platform on AWS Speaker: Artsiom Yudovin Session Description: Chatbots are becoming increasingly popular for interacting with users, providing information, entertainment, and assistance. However, building chatbots that can handle diverse and complex user queries is still a challenging task. One of the main difficulties is finding relevant and reliable information from large and noisy data sources.

In this talk, I will present some of the latest advances in retrieval-augmented generation(RAG) techniques, which combine the strengths of both retrieval-based and generative approaches for chatbot development. Retrieval-based methods can leverage existing text documents to provide informative and coherent responses, while generative methods can produce novel and engaging conversations personalized to the user.

I will cover the following topics: 1. Hybrid search with vector databases: How to use both keyword-based and semantic-based search methods to retrieve relevant documents from large-scale vector databases. 2. Query generation using LLMs: How to use large language models to generate natural and effective queries for document retrieval, based on the user input and the dialogue history. 3. Automatically excluding irrelevant search results: How to use various filtering and ranking techniques based on vector distance to exclude irrelevant search results. 4. Re-ranking: How to dynamically re-rank retrieved documents to further improve context relevance. 5. Chunking Techniques: How to use text segmentation and summarization methods to chunk long documents into shorter and more relevant passages.

I will demonstrate the effectiveness of these advanced techniques in the RAG workflow. I will also discuss the challenges and limitations of these techniques and the future directions for research and development.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Amardeep Lidder: Roadmap to Responsible AI

🌟 Session Overview 🌟

Session Name: Roadmap to Responsible AI Speaker: Amardeep Lidder Session Description: In this session, Amardeep will share actionable, tried-and-tested approaches to establish effective governance for AI.

There has naturally been a lot of excitement around the potential of AI. However, many conversations are limited to concepts and buzzwords. AI governance is critical in ensuring the responsible and ethical use of AI, as well as driving discovery and innovation.

Speaker will discuss practical examples and learnings based on their successful data governance programs.

Key Takeaways:

Establishing Data Trust: Our framework to measure and improve data quality and governance, ensuring that model inputs and outputs can be trusted. Navigating Regulatory Compliance: Overview of current regulations and considerations for the future. Mitigating Risks: Establishing guardrails to ensure AI tools and systems remain safe and ethical; safeguarding against bias, privacy, and misuse. Balancing Safety and Innovation: How to enable transparent decision-making and explainability to ensure responsible AI use.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Noe Achache: AI Development Lifecycle:Β Learnings ofΒ What ChangedΒ with LLMs

🌟 Session Overview 🌟

Session Name: AI Development Lifecycle: Learnings of What Changed with LLMs Speaker: Noe Achache Session Description: When comparing the building of models based on LLMs (Large Language Models) versus more traditional machine/deep learning approaches, two observations are drawn:

Building Proof of Concepts has become incredibly easy. Evaluation is much more challenging. As a result, the evaluation step is often neglected, leading to pointless iterations and a lack of knowledge on the true performance of the product. This is one of the main obstacles to moving into production, especially in circumstances where we need high accuracy of the results.

In this talk, we will explore the lessons learned from building products that are typical use cases of these technologies, such as financial document analysis automation and a RAG (Retrieval Augmented Generation) tool for the drug documentation of a medical company.

We will mostly focus on the essential steps of the development workflow that are often overlooked: dataset collection, evaluation, and monitoring. New tools such as langsmith for monitoring or promptfoo for manual/automatic evaluation have been released to ease the implementation of these best practices in the context of LLMs. πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Kateryna Dubas: GDPR Design for Websites, Apps and (Ro)Bots

🌟 Session Overview 🌟

Session Name: GDPR Design for Websites, Apps and (Ro)Bots Speaker: Kateryna Dubas Session Description: Everyone has heard of the principles of data protection by design and by default. But how do we comply with these requirements? What are the existing best practices and enforcement histories? Do we need to examine the code or database to verify GDPR compliance? This talk will help navigate the law and supporting guidelines to create privacy-preserving and compliant architectures.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Julien Jakubowski: Apache Pulsar: Finally an Alternative to Kafka?

🌟 Session Overview 🌟

Session Name: Apache Pulsar: Finally an Alternative to Kafka? Speaker: Julien Jakubowski Session Description: Today, when you think about building event-driven and real-time applications, the names that likely come to mind are RabbitMQ, ActiveMQ, or Kafka. These solutions dominate the landscape. But have you ever heard of Apache Pulsar?

After a brief presentation of the fundamental concepts of messaging, you'll discover the Apache Pulsar features that enable you to build amazing event-driven applications. You'll learn the following:

How Apache Pulsar's architecture differs from other brokers. How it enables scaling processing power and data independently, quickly, and with no hassle. How it guarantees high durability of messages across nodes and different data centers. How it covers the use cases of both RabbitMQ and Kafka while involving a single broker. How to integrate Pulsar with your existing application portfolio. And more.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Sonal Goyal: Open Source Entity Resolution - Needs and Challenges

🌟 Session Overview 🌟

Session Name: Open Source Entity Resolution - Needs and Challenges Speaker: Sonal Goyal Session Description: Real world data contains multiple records belonging to the same customer. These records can be in single or multiple systems and they have variations across fields, which makes it hard to combine them together, especially with growing data volumes. This hurts customer analytics - establishing lifetime value, loyalty programs, or marketing channels is impossible when the base data is not linked. No AI algorithm for segmentation can produce the right results when there are multiple copies of the same customer lurking in the data. No warehouse can live up to its promise if the dimension tables have duplicates.

With a modern data stack and DataOps, we have established patterns for E and L in ELT for building data warehouses, datalakes and deltalakes. However, the T - getting data ready for analytics still needs a lot of effort. Modern tools like dbt are actively and successfully addressing this. What is also needed is a quick and scalable way to resolve entities to build the single source of truth of core business entities post Extraction and pre or post Loading.

This session would cover the problem of Entity Resolution, its practical applications and challenges in building an entity resolution system. It will also cover Zingg - an Open Source Framework for building Entity Resolution systems. (https://github.com/zinggAI/zingg/) πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Jiang Chen: Unleashing the Potential of Cloud-Native Vector Databases

🌟 Session Overview 🌟

Session Name: Unleashing the Potential of Cloud-Native Vector Databases Speaker: Jiang Chen Session Description: In this talk, Jiang will present the reasons for adding a Cloud Native vector database to your Data and AI platform. Milvus lets you scale out and improve your AI use cases through RAG, Real-Time Search, Multimodal Search, Recommendation Engines, fraud detection, and many more emerging use cases.

He will show you how to quickly get started and how easy it is to deploy in your own environment.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT

Christian Tzolov: Spring AI: Integrating Generative AI in Java Enterprise

🌟 Session Overview 🌟

Session Name: Spring AI: Integrating Generative AI in Java Enterprise Speaker: Christian Tzolov Session Description: This session explores Spring AI, a new framework enabling Java developers to integrate AI seamlessly into enterprise applications. Spring AI was born from the realization that using Generative AI is primarily an integration problem that boils down to integrating your enterprise data and APIs with the AI models.

In this talk, the Spring AI project lead will introduce you to the essential GenAI concepts and provide a hands-on guide to kick-start your AI application development journey. Spring AI offers a comprehensive suite of components required for building an AI software stack, upholding Spring's renowned design principles, such as portability and modular design.

This session will introduce many Spring AI features, starting with a portable client API to interact with AI models. You will learn how to create effective AI prompts, convert AI responses into POJOs, and use function calling to integrate your existing APIs with the AI model.

Use cases like β€œquery over your docs” are demonstrated by showcasing Spring AI features such as creating embeddings and storing them in a vector database. The popular RAG pattern and ways you can effectively evaluate how your AI application is performing are discussed.

πŸš€ About Big Data and RPA 2024 πŸš€

Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. πŸš€ Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processesβ€”all from the comfort of your home! πŸ“ŠπŸ€–βœ¨

πŸ“… Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! πŸš€ πŸ”— Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP

πŸ’‘ Stay Connected & Updated πŸ’‘

Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop!

🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ πŸ‘€ Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa πŸ”— LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ πŸŽ₯ YouTube: http://www.youtube.com/@DATAMINERLT