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PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. 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 (but not limited to) Python, Julia, and R.

The PyData Code of Conduct (http://pydata.org/code-of-conduct.html)governs this meetup. To discuss any issues or concerns relating to the code of conduct or the behavior of anyone at a PyData meetup, please contact NumFOCUS Executive Director Leah Silen (+1 512-222-5449; leah@numfocus.org ) or the group organizer.

We run monthly meetups at changing locations and have organized four conferences, in 2014, 2015, 2016 and 2017. You can see our latest meetups, submit a talk idea and read PyData blog posts on our site : https://berlin.pydata.org.

Please get in touch using info@pydata.berlin.

Twitter: @pydataberlin

Bevorstehende Events (1)

PyData Berlin February meetup


Hallo everyone, Our Feb meetup in 2019 will be hosted by WATTx GmbH Doors open at 6:30 PM and the talks are going to start at 7:15 PM. Food and Drinks are provided. The Schedule for the evening: Talk 1: 35 mins Title: NLP concepts Speaker: Steph Samson Abstract: You've probably heard the words n-grams, tokens, POS tags and other mysterious terms thrown around during some PyData meetups but what do they exactly mean? In this talk, I will be giving a short introduction to linguistics for natural language processing. By the end of this talk, attendees should be familiar with some basic linguistic terms to help them better understand NLP-related presentations and tools. Speaker Bio: Steph is a software engineer at MOIA, a VW-company, working with the autonomous mobility team. She is trained as a computational linguist and previously worked on natural language processing. You may also know her from the Recurse Center (formerly known as Hacker School). Talk 2: 35 mins Title: The ImageNet Moment in NLP: From wordvectors to language models Speaker: Tobias Sterbak Abstract: The year 2018 was considered the year of pre-training in natural language processing (NLP), where many important benchmarks where dominated by large pre-trained and fine-tuned neural networks. Some already claimed the "ImageNet moment in NLP" has arrived. While in the past, only wordvectors where trained on large corpora of text, the recent development trained full language models and fine-tuned them on a specific task. I will give you an overview of the models and methods to fine-tune them. We will cover ELMo, ULMFit and Bert. After the talk you will know how you can apply the methods in keras and pytorch. Speaker Bio: Tobias Sterbak is a freelance machine learning consultant, providing state-of-the-art natural language processing and machine learning for companies in multiple industries. He is also writing about machine learning and natural language processing on www.depends-on-the-definition.com. Lightning talks Rüdiger Busche: Sacred (https://github.com/IDSIA/sacred) Damian Heimel: AI from research to production, lessens learned in http://www.deevio.ai/ We look forward to see all of you you there! ---------------------------------------------------------------------------------- Stay tuned: In 2019, PyData Berlin is going to join forces with PyCon.DE to organise an awesome conference in October. It would be a pleasure to have you giving a talk at one of our meetups, please fill out our handy form with your idea: https://berlin.pydata.org/talk-or-event-idea-submission/ ---------------------------------------------------------------------------------- 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 is 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. https://numfocus.org/code-of-conduct ---------------------------------------------------------------------------------- See you soon! -PyData Berlin Team

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PyData Berlin - Meet & Drink!

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Fotos (13)