Name: 🎉 🥳🌎✨🎅 Open Source Christmas Party ♥️ 🎊🤖☃️🎄
Start: 2024-12-05T02:00:00.000Z
End: 2024-12-05T05:00:00.000Z
Location: Databricks Bellevue

**About this Webinar**
Join us for an insightful session where you’ll learn to deploy applications powered by large language models (LLMs) using serverless technology.
Explore how serverless architecture simplifies application deployment, eliminating the need to manage infrastructure while ensuring scalability and efficiency.
**Key Highlights:**

* Learn to process audio files by combining automatic speech recognition (ASR) with LLMs.
* Build an automated system that detects customer inquiries, transcribes audio, and generates concise summaries using Amazon Bedrock.
* Discover how to enable logging to enhance security and maintain compliance.

**What You'll Gain:**

* Insights into customizing LLM responses with Amazon Bedrock.
* A step-by-step approach to transcribing audio recordings and summarizing them using LLMs.
* Skills to deploy an event-driven workflow for audio summarization with AWS Lambda.
* A hands-on understanding of using models like Amazon Titan and more through Amazon Bedrock.

**Who Should Attend?**
This webinar is ideal for developers familiar with Python and AWS who are eager to explore quick and efficient deployment of LLM applications using Amazon Bedrock.
**Why Join Us?**
Walk away with the expertise to build and deploy your serverless LLM apps in days, harnessing the power of Amazon Bedrock and AWS services.

PyData OMR

karuppaiya

 SENTHIL KUMARAN.M

Indu

Building Serverless LLM Applications with Amazon Bedrock

Online event

**PyData Global 2024 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other.**

**During the conference, attendees will have the opportunity to attend live keynote sessions and talks, lightning talks, and get to know fellow members of the PyData Community.**

**The event will be virtually hosted.**

**Schedule: [https://pydata.org/global2024/schedule](https://pydata.org/global2024/schedule)**

**Buy tickets here: [https://pydata.org/global2024/tickets](https://pydata.org/global2024/tickets)**

[https://pydata.org/global2024/](https://pydata.org/global2024/)

PyData Osaka

NumFOCUS, Inc.

christina obeid

PyData Global 2024

Hello plant developers and language twisters!

The 24th Prague PyData meetup will take place at **CreativeDock**. As usual, the talks will start at 18:30 but we encourage you to come as soon as **18:00** to enjoy the opportunity to socialise and refresh yourselves (which you can continue doing during the break and after the talks).

Our main goal is to build the community around Python and data and make it welcoming to people of various skills and experience levels.

⚡ If you are interested in giving a lightning talk (up to 5 minutes to present an idea, tool or results related at least to some degree to Python and/or data), please contact us before or during the event.

**📢 Processing problematic plants with python**
**Adam Hruška**
Weed detection techniques are essential in modern precision agriculture, where accurately detecting and identifying species can lead to effective crop yields and sustainable resource use. Python has emerged as a powerful tool in this domain, providing versatile libraries and frameworks for data gathering, processing, and model training. By leveraging Python's capabilities, we can efficiently manage large-scale datasets, preprocess images, and potentially automate the annotation process, streamlining the development of machine learning models for weed detection. The integration of computer vision and machine learning tools, including OpenCV, scikit-image, and TensorFlow, serves as a basis for creation of models capable of distinguishing between crops and weed species with high precision. As a result, Python-driven weed detection models offer a promising path toward improved crop health, resource conservation, and sustainable farming practices.

**📢 Beyond Accuracy: Engineering EU-Compliant LLM Systems**
**[Soheyla Mirshahi](https://www.linkedin.com/in/soheyla-m-336961251), [Jan Kryštůfek](https://www.linkedin.com/in/jan-kry%C5%A1t%C5%AFfek-1780844a/) (CreativeDock)**
Building production-ready LLM systems is challenging, but designing solutions that comply with the EU AI Act introduces layers of complexity far beyond prompt engineering and API integration. This talk takes you through the journey of creating a compliant LLM system for one of the most demanding domains: AI-driven recruitment.
We share our journey from a naive PoC to a production ready solution under the AI Act. Through this case study, we will explore:

* Compliance-first approach: Designing LLM systems to meet security, legal and ethical standards from the ground up
* Taming LLM in Python: Using prompts, function calls and scoring model to get results in structured and auditable form
* Evaluation: Testing on synthetic data, human evaluation and user feedback
* Numbers: Statictics from production and percieved benefits

Attendees will leave equipped with practical tools, architectural patterns for building LLM systems that meet both engineering and regulatory challenges, supported by real-world example.

The venue will open at 6.00pm but the intro won't take place sooner than at 6:30pm. **We should enter via the Expo 58 gallery (in the middle floor of the 3-floor building).** There will be food and drinks available, 🤗 sponsors.

Please, RSVP here.
See you soon,
PyData Prague team

PyData Prague

Jan Pipek

Ostap Semenchuk

Petr Moravek

PyData Prague #24 - The Large, the Weed and the Compliant

CreativeDock

Ве покануваме на последниот PyData собир во 2024. Предавање ќе ни одржи Никола Трајков, Things Solver, на тема MKLLM-7B, првиот open-source LLM за македонски јазик. Домаќини и овојпат ни се [Base42](https://42.mk). Придружете ни се на **4.12.2024 (среда) од 18:00**.

**MKLLM-7B, првиот open-source LLM за македонски јазик**
На оваа PyData ќе се зборува за MKLLM-7B, првиот open-source LLM за македонски јазик, создаден во Base42. Целта на овој проект не е само создавање на моделот – туку и обезбедување алатки и ресурси за македонската AI заедница за понатамошен развој. На оваа сесија ќе се зборува како се дојде до идеа за овој предизвик, како се тренираат јазичните модели и какви беа подемите и падовите во процесот на создавање на MKLLM-7B.
Ако сте заинтересирани за вештачка интелигенција, open-source или сакате да дознаете што е потребно за да се обучи модел за јазик кој е помалку застапен, ова е за вас!

**Никола Трајков** е софтверски инженер во полето на машинско учење со долгогодишно искуство. Во моментов го води ML тимот во Things Solver - компанија со седиште во Белград. Никола има големо искуство во развивање и имплементирање на сопствени ML модели за клиенти во различни индустрии. Тој е сертифициран AWS Solution Architect и сака да гради практични софтверски решенија за реалниот свет.

PyData Skopje

Pavlina Buchevska

Velimir Graorkoski

Gjorgi Stamkov

MKLLM-7B, првиот open-source LLM за македонски јазик

Base42

**🌟 In-person event -** This is your chance to connect with an extensive open source community with over 50+ Enterprises, Startups and Academia 🌎🚀

**IMPORTANT:** ☃️♥️🎄🎅❄️ Everyone attending is **REQUIRED** to show their Holiday spirit by wearing an ugly sweater or holiday's hat 🎅🥳🎄

**Your network is your fortune. Growing and nurturing your network is one of the most important things you can do for your career ♥️**

🥳 🍬 🍭🍿 An event for our local tech community, with a strong focus on knowledge exchange, networking, and learning 🌟 Get together with **[Seattle Spark + AI](https://www.linkedin.com/company/seattle-spark-ai/), [PyLadies Seattle](https://www.linkedin.com/company/pyladies-seattle/), [GDG Bellevue](https://www.linkedin.com/company/gdg-bellevue), [PyData Seattle](https://www.linkedin.com/company/pydata-seattle/)** and

**Event program:**
**6:00 - 6:30 -** Candy 🍭🍬 eat, beverages, swag and network Hamburgers, Fried Chicken, Tamales, Tacos, Cuban Sandwich, Vietnamese Sandwich, Mochi Donuts, desserts! - Donated by **[Databricks](https://www.databricks.com/)** and **[Delta Lake](https://delta.io/)** 🍿🍔 Swag: **[Google](https://www.linkedin.com/feed/update/urn:li:share:7196412671196385282/#) 👩‍🚀💙🚀** **💕🌷** 🧁🍩
**6:30 - 6:40** \- Announcements
**6:40 - 7:15** - **Holly Jolly Speaker 1 - [Denny Lee](https://www.linkedin.com/in/dennyglee/overlay/about-this-profile/) and Amogh. Talk: Iceberg Deletion Vectors.**
**7:15 - 7:45- Holly Jolly Speaker 2 - 🎄 [Iswarya Murali](https://www.linkedin.com/in/iswarya/overlay/about-this-profile/)** Principal Data Scientist, Generative AI.
**7:45 - 8:40** - **Dashing Through the Snow** **Keynote** \- 🎅 **[Carl Kadie](https://www.linkedin.com/in/carlk/overlay/about-this-profile/)** PhD in CS. Open Source contributor publications including the journal Nature, the journal Science.
**8:40 - 9:00** - **Best ugly sweater/hat Contest Prizes +** cake bar! 🥳🎄🤠🍰🧁

💟 **WiFi:** Industrious Guest
We recommend to arrive early as seats are limited and are first come first serve 🌷🌸🌼

**Parking options:**

* There is paid parking at the building.
* **[Bellevue Place, Lincoln Square parking and Hyatt Bellevue](https://bellevuecollection.com/visit-here/parking/)** are complimentary with validation from Bellevue Place and Lincoln Square retail, restaurants and entertainment. After 8:00 p.m. – No validation is necessary.

**Join Us at Our [Next Event!](https://4142298.xyz/pydata_seattle/events)**
[https://4142298.xyz/pydata_seattle/events](https://4142298.xyz/pydata_seattle/events)

🌷 Our meetup events are made possible thanks to the open source community and a group of volunteers from a diverse background doing the best they can in every event 🌟 **Volunteering opportunities** please fill in the details **[here](https://forms.gle/9E2xQvPGn9zG3LPc6)** 💟

Supporting over 9500+ software engineers and data scientists enthusiasts in the Seattle area 🌷 We provide all our meetup services free of charge thanks to generous sponsors that provide us with in kind donations in every event.

💙 💚 **Sponsor the open source community**
Host an event at your company or provide some delicious food or snacks for our tech community attending our world class events 🍬 🍭🍿 Please fill out the form **[here](https://forms.gle/mavd5xyikCuGnDYc6)** 💟

💙🌎 **[NumFOCUS](https://www.linkedin.com/company/numfocus/)** 501(c)(3) nonprofit that supports and promotes world-class, innovative, open source scientific projects for Data Science, including: **[Pandas](https://www.linkedin.com/company/pandasdev/), [NumPy](https://www.linkedin.com/company/numpy/), [Project Jupyter](https://www.linkedin.com/company/project-jupyter/)**, **Julia, [Scipy](https://www.linkedin.com/company/scipy/), Sympy, [scikit-learn](https://www.linkedin.com/company/scikit-learn/), R** and many more!

**[NumFOCUS](https://www.linkedin.com/company/numfocus/)** envisions an inclusive scientific and research community that utilizes actively supported open source software to make impactful discoveries for a better world.

♥️🚀 **[The Apache Software Foundation](https://www.apache.org/)** \- Software for the Public Good
**[Apache Spark](http://www.spark-project.org)** is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.

**[Spark](https://spark.apache.org/)** has a thriving open source community, with contributors from around the globe building features, documentation and assisting other users.

PyData Seattle

Mike Miranda

Eloisa Elias

Aroma Rodrigues

🎉 🥳🌎✨🎅 Open Source Christmas Party ♥️ 🎊🤖☃️🎄 

Databricks Bellevue

PyData

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{PRO_NETWORK_NAME}은(는) Meetup 프로로서 전 세계 회원 수가 {PRO_MEMBER_COUNT}명 이상이며 Meetup이 {PRO_GROUP_COUNT}개에 달합니다. Meetup 프로는 사용자, 파트너, 기여자, 회원의 네트워크를 조직하고 소통할 수 있게 해주는 전문적인 툴입니다.

This group is operated by NumFOCUS, Inc. PyData is a program of NumFOCUS, a U.S.-based 501(c)3 non-profit. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including Python, Julia, R, and more.

The PyData Code of Conduct (http://pydata.org/code-of-conduct.html) governs this meetup. You can submit a report of any potential Code of Conduct violation here: https://numfocus.typeform.com/to/ynjGdT 

Thanks for making PyData a welcoming and friendly community!

PyData

PyData

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