Search – talk-data.com

Title & Speakers	Event
AI Meetup (GetYourGuide): AI in Production, Real-time ML, Graph RAG 2024-08-12 · 16:00 RSVP here (Due to room capacity and venue security, it is required to pre-register at the link for admission) Welcome to the monthly AI meetup in Berlin, in collaboration with GetYourGuide. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers. Curious about the practical implications of AI in the tech industry? Join us to learn how companies across the globe use AI in Production. In this session, we're focusing on the hands-on applications of AI in the industry. This meetup is relevant to ML and AI practitioners, but we invite anyone passionate about AI and ML to join us at our office in Prenzlauer Berg. You can expect great talks, pizza, drinks, and networking with people building with AI in Berlin. Agenda:** * 6:00pm\~6:50pm: Checkin, Food/drink and Networking * 7:00pm\~8:30pm: Tech talks and Q&A * 8:30pm: Open discussion and Mixer Tech Talk: Enhancing Personalization with Real-Time ML Speaker: Mihail Douhaniaris (GetYourGuide) Abstract: Discover how GetYourGuide personalizes user experiences using real-time machine learning. Learn how we evolved our ranking infrastructure from full batch pipelines to real-time feature generation and serving, ensuring personalized and relevant activity recommendations for millions of users daily. Gain insights into the critical role of feature stores in maintaining accurate data and the importance of model observability in detecting and addressing data drift. Tech Talk: Graph RAG Speaker: Jakob Pörschmann (Google Cloud ) Abstract: In this talk, we will find out whether text embedding RAG is actually dead. We will explore Graph RAG's advantages and disadvantages. Let’s also discuss implementation strategies and compare costs and build your understanding so you know where to get started. Tech Talk: Introduction to Causal AI Speaker: Luyolo Magangane (HelloFresh) Abstract: We’ll walk through applying the framework in enabling customers to safely tweak business objective parameters when using machine learning applications. Speakers/Topics: Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics Important note: Please be advised that this event will be recorded and photographed, and we will have a photographer on-site. If you prefer not to be included in any recordings or photographs, please do not hesitate to let us know during the event. Your comfort and privacy are important to us. Sponsors: We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only have the chance to speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 8,000+ AI developers in Berlin or 350K+ worldwide. AICamp Community on Slack/Discord - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations	AI Meetup (GetYourGuide): AI in Production, Real-time ML, Graph RAG
PyData Berlin 2023 July Meetup 2023-07-12 · 17:00 Welcome to the wonderful July of Pydata Berlin meetup !! We would like to welcome you all starting from 18:45. The talks begin around 19.15. Please provide your first and last name for the registration because this is required for the venue's entry policy. If you cannot attend, please cancel your spot so others are able to join as the space is limited. ************************************************************************ The Lineup for the Evening Talk 1: Topological Signal Processing for Predictive Maintenance in Mechanical Systems. Speaker: Nesrine Zarrouki is a data scientist based in Hamburg with a strong blend of academic knowledge and practical experience. She currently works at m2hycon GmbH, a data science consulting company with a focus on mathematical solutions and machine learning applications in production. Nesrine's work revolves around optimizing supply chain logistics, dynamic pricing, and signal processing. With a Master's degree in Mathematics from TU Berlin and a Bachelor's degree in Computer Engineering from TU Hamburg, she plays her favorite sport at the crossroads of mathematics and data science. Abstract: The presence of noisy data in various industrial applications poses a challenge for conventional signal processing methods. This talk explores the use of topological methods as a powerful alternative for extracting the intrinsic features underlying noisy data, particularly in the context of predictive maintenance for mechanical parts. We will begin by discussing the motivation for applying topological methods to signals and provide an overview of core concepts in computational topology, including complexes, filtrations, and the persistence homology algorithm. The advantages of topological methods over traditional signal processing techniques, such as Fourier methods, will be highlighted. The talk will also emphasize the intuition behind the topology of a signal and how it relates to its periodicity. We will then compare the performance of different topological methods applied to the predictive maintenance task of mechanical parts based on audio recordings of their movement. Finally, we showcase the generality of topological methods as a powerful feature engineering toolkit for a broad range of data structures (time series, images, graphs…). Talk 2: Responsible AI Speaker: Mihail Douhaniaris is a Data Scientist at GetYourGuide, a leading online marketplace for booking tours, attractions and activities worldwide. At GetYourGuide, Mihail builds and refines the marketplace ranking algorithms, enhancing search relevance and enabling travelers to discover the most unforgettable experiences tailored to their preferences. Beyond his role, Mihail is passionate about responsible AI, ML observability, and deploying machine learning at scale. Living in Berlin, he balances his professional life with a love for climbing and cycling. Abstract: In this talk, Mihail will discuss the importance of building responsible and fair ML systems, shedding light on the concept of Responsible AI. The talk will outline some practical steps and considerations for practitioners to ensure the responsible development of ML systems and briefly touch upon the industry tools available to detect and mitigate biases in ML, providing a comprehensive view of the path towards more ethical AI. There will be slots for 2-3 Lightning Talks (5-6 Minutes for each). Kindly let us know if you would like to present something at the start of the meetup :) * NumFOCUS Code of Conduct THE SHORT VERSION Be kind to others. Do not insult or put down others. Behave professionally. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for NumFOCUS. All communication should be appropriate for a professional audience including people of many different backgrounds. Sexual language and imagery are not appropriate. NumFOCUS is dedicated to providing a harassment-free community for everyone, regardless of gender, sexual orientation, gender identity, and expression, disability, physical appearance, body size, race, or religion. We do not tolerate harassment of community members in any form. Thank you for helping make this a welcoming, friendly community for all. If you haven't yet, please read the detailed version here: https://numfocus.org/code-of-conduct * HOSTS**: GetYourGuide is the best place to unlock unforgettable travel experiences all over the world. See our open positions on careers.getyourguide.com or get a behind-the-scenes look at life at GetYourGuide on our blog: inside.getyourguide.com.	PyData Berlin 2023 July Meetup

** RSVP here (Due to room capacity and venue security, it is required to pre-register at the link for admission)

Welcome to the monthly AI meetup in Berlin, in collaboration with GetYourGuide. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers.

Curious about the practical implications of AI in the tech industry? Join us to learn how companies across the globe use AI in Production. In this session, we're focusing on the hands-on applications of AI in the industry.

This meetup is relevant to ML and AI practitioners, but we invite anyone passionate about AI and ML to join us at our office in Prenzlauer Berg. You can expect great talks, pizza, drinks, and networking with people building with AI in Berlin.

Agenda: * 6:00pm\~6:50pm: Checkin, Food/drink and Networking * 7:00pm\~8:30pm: Tech talks and Q&A * 8:30pm: Open discussion and Mixer

Tech Talk: Enhancing Personalization with Real-Time ML Speaker: Mihail Douhaniaris (GetYourGuide) Abstract: Discover how GetYourGuide personalizes user experiences using real-time machine learning. Learn how we evolved our ranking infrastructure from full batch pipelines to real-time feature generation and serving, ensuring personalized and relevant activity recommendations for millions of users daily. Gain insights into the critical role of feature stores in maintaining accurate data and the importance of model observability in detecting and addressing data drift.

Tech Talk: Graph RAG Speaker: Jakob Pörschmann (Google Cloud ) Abstract: In this talk, we will find out whether text embedding RAG is actually dead. We will explore Graph RAG's advantages and disadvantages. Let’s also discuss implementation strategies and compare costs and build your understanding so you know where to get started.

Tech Talk: Introduction to Causal AI Speaker: Luyolo Magangane (HelloFresh) Abstract: We’ll walk through applying the framework in enabling customers to safely tweak business objective parameters when using machine learning applications.

Speakers/Topics: Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: Submit Topics

Important note: Please be advised that this event will be recorded and photographed, and we will have a photographer on-site. If you prefer not to be included in any recordings or photographs, please do not hesitate to let us know during the event. Your comfort and privacy are important to us.

Sponsors: We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only have the chance to speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 8,000+ AI developers in Berlin or 350K+ worldwide.

AICamp Community on Slack/Discord - Event chat: chat and connect with speakers and attendees - Sharing blogs\, events\, job openings\, projects collaborations

Welcome to the wonderful July of Pydata Berlin meetup !!

We would like to welcome you all starting from 18:45. The talks begin around 19.15.

Please provide your first and last name for the registration because this is required for the venue's entry policy. If you cannot attend, please cancel your spot so others are able to join as the space is limited.

************************************************************************** The Lineup for the Evening

Talk 1: Topological Signal Processing for Predictive Maintenance in Mechanical Systems.

Speaker: Nesrine Zarrouki is a data scientist based in Hamburg with a strong blend of academic knowledge and practical experience. She currently works at m2hycon GmbH, a data science consulting company with a focus on mathematical solutions and machine learning applications in production. Nesrine's work revolves around optimizing supply chain logistics, dynamic pricing, and signal processing. With a Master's degree in Mathematics from TU Berlin and a Bachelor's degree in Computer Engineering from TU Hamburg, she plays her favorite sport at the crossroads of mathematics and data science.

Abstract: The presence of noisy data in various industrial applications poses a challenge for conventional signal processing methods. This talk explores the use of topological methods as a powerful alternative for extracting the intrinsic features underlying noisy data, particularly in the context of predictive maintenance for mechanical parts. We will begin by discussing the motivation for applying topological methods to signals and provide an overview of core concepts in computational topology, including complexes, filtrations, and the persistence homology algorithm. The advantages of topological methods over traditional signal processing techniques, such as Fourier methods, will be highlighted. The talk will also emphasize the intuition behind the topology of a signal and how it relates to its periodicity. We will then compare the performance of different topological methods applied to the predictive maintenance task of mechanical parts based on audio recordings of their movement. Finally, we showcase the generality of topological methods as a powerful feature engineering toolkit for a broad range of data structures (time series, images, graphs…).

Talk 2: Responsible AI

Speaker: Mihail Douhaniaris is a Data Scientist at GetYourGuide, a leading online marketplace for booking tours, attractions and activities worldwide. At GetYourGuide, Mihail builds and refines the marketplace ranking algorithms, enhancing search relevance and enabling travelers to discover the most unforgettable experiences tailored to their preferences. Beyond his role, Mihail is passionate about responsible AI, ML observability, and deploying machine learning at scale. Living in Berlin, he balances his professional life with a love for climbing and cycling.

Abstract: In this talk, Mihail will discuss the importance of building responsible and fair ML systems, shedding light on the concept of Responsible AI. The talk will outline some practical steps and considerations for practitioners to ensure the responsible development of ML systems and briefly touch upon the industry tools available to detect and mitigate biases in ML, providing a comprehensive view of the path towards more ethical AI.

There will be slots for 2-3 Lightning Talks (5-6 Minutes for each). Kindly let us know if you would like to present something at the start of the meetup :)

*** NumFOCUS Code of Conduct THE SHORT VERSION Be kind to others. Do not insult or put down others. Behave professionally. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for NumFOCUS. All communication should be appropriate for a professional audience including people of many different backgrounds. Sexual language and imagery are not appropriate. NumFOCUS is dedicated to providing a harassment-free community for everyone, regardless of gender, sexual orientation, gender identity, and expression, disability, physical appearance, body size, race, or religion. We do not tolerate harassment of community members in any form. Thank you for helping make this a welcoming, friendly community for all. If you haven't yet, please read the detailed version here: https://numfocus.org/code-of-conduct *** HOSTS: GetYourGuide is the best place to unlock unforgettable travel experiences all over the world. See our open positions on careers.getyourguide.com or get a behind-the-scenes look at life at GetYourGuide on our blog: inside.getyourguide.com.

talk-data.com

People (1 result)

Activities & events