BERD@NFDI

@berd-nfdi.bsky.social

BERD@NFDI is a research data infrastructure dedicated to transforming the way Business, Economic, and Related Data are managed.

In this free course, ๐˜€๐—ฝ๐—ฟ๐—ฒ๐—ฎ๐—ฑ ๐—ฎ๐—ฐ๐—ฟ๐—ผ๐˜€๐˜€ ๐Ÿฐ ๐˜€๐—ฒ๐˜€๐˜€๐—ถ๐—ผ๐—ป๐˜€ ๐—ผ๐˜ƒ๐—ฒ๐—ฟ ๐Ÿฐ ๐˜„๐—ฒ๐—ฒ๐—ธ๐˜€, we will track uncertainty across the entire data workflow: from biased labels and shaky measurements to model evaluation and LLM hallucinations. More infomation and ๐—ฎ๐—ฝ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜‚๐—ป๐˜๐—ถ๐—น ๐—”๐˜‚๐—ด๐˜‚๐˜€๐˜ ๐Ÿฐ๐˜๐—ต: www.berd-nfdi.de/berd-academy...

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The 10|KSWD in Berlin focused on building an efficient, secure, and forward-looking research data infrastructure, and our BERDies contributed to bridging the gap between research data infrastructure and real-world practice. Thanks to KonsortSWD and RatSWD for the great conference!

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๐Ÿ“Š New Course Launch: ๐——๐—ฎ๐˜๐—ฎ ๐Ÿฐ ๐—ฃ๐—ผ๐—น๐—ถ๐—ฐ๐˜† by Walter J. Radermacher Data is not neutral. Learn how statistics shape our world - from societal quantification to governance and indicators. Perfect for academia, policy, or practice. ๐—™๐—ถ๐—ป๐—ฑ ๐˜๐—ต๐—ฒ ๐—ณ๐˜‚๐—น๐—น ๐—ฐ๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ ๐—ต๐—ฒ๐—ฟ๐—ฒ: berd-nfdi.github.io/data4policy/

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โฐ Extended Deadline: May 8 Seats are still open for Reinforcement Learning for Business & Social Sciences. Master RL- from Multi-Armed Bandits to Deep Learning - with ๐——๐—ฎ๐˜ƒ๐˜‚๐—ฑ ๐—ฅ๐—ผ๐˜€๐˜๐—ฎ๐—บ-๐—”๐—ณ๐˜€๐—ฐ๐—ต๐—ฎ๐—ฟ. ๐Ÿ’ป Online | Starts June 9 ๐Ÿ’ฐ FREE ๐ŸŽ“ PhDs/Advanced Masters Apply here: ๐Ÿ”— www.berd-nfdi.de/berd-academy...

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Speaker Spotlight: Wie verรคndert Ki die globale Wirtschaft? Wir freuen uns, ๐— ๐—ถ๐—ฐ๐—ต๐—ฎ๐—ฒ๐—น ๐—š๐—ถ๐—ฎ๐—ป๐—ด๐—ฟ๐—ฎ๐—ป๐—ฑ๐—ฒ (Google) in unserer Paneldiskussion am 29. April diese und รคhnliche Fragen zu stellen. Er bringt 15 Jahre Erfahrung in KI & Datenstrategie mit. ๐Ÿ‘‰ Anmeldung: www.berd-nfdi.de/berdnfdi-pan...

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Join us for the next Research Skill session "๐—™๐—”๐—œ๐—ฅ ๐—ฎ๐—ป๐—ฑ ๐—š๐——๐—ฃ๐—ฅ ๐—–๐—ผ๐—บ๐—ฝ๐—น๐—ถ๐—ฎ๐—ป๐˜". 17 March 2026 | 2-3 pm Vasilka Paunova Online: www.uni-mannheim.de/news/fair-an... Can you reconcile open science with data privacy? Expert Vasilka Paunova shows you how, using the latest NFDI Section ELSA factsheets.

FAIR and GDPR Compliant |

Research Skills โ€“ Research Data Management Seminars

uni-mannheim.de

The EconData tour has come to a close! ๐Ÿš€ Two inspiring days in Berlin showed the power of the unconference. Thanks to: Prof. Sonja Greven, Eliza Mandieva & the IZ D2MCM Team Digital Research Academy, Ilona Lipp & Carolina Natel Jan Klostermann (BERD) All participants! โœŠ๐Ÿ“ˆ

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Panel: โ€ž๐——๐—ถ๐—ฒ ๐—ฅ๐—ผ๐—น๐—น๐—ฒ ๐˜ƒ๐—ผ๐—ป ๐——๐—ฎ๐˜๐—ฒ๐—ป ๐—ถ๐—บ ๐—ญ๐—ฒ๐—ถ๐˜๐—ฎ๐—น๐˜๐—ฒ๐—ฟ ๐˜ƒ๐—ผ๐—ป ๐—ž๐—œโ€œ with ร–zlem Doger-Herter Fabian Kienle Gรถran Kauermann Katharina Schรผller Mod: Larissa Holzki Full-Day of Networking (ENG): https:// berd-indico.uni-mannheim.de/event/39/ Panel Discussion (GER): www.berd-nfdi.de/berd-academy...

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๐—•๐—น๐—ผ๐—ด ๐—ฃ๐—ผ๐˜€๐˜ ๐—ผ๐—ป ๐˜ฟ๐™–๐™ฉ๐™– ๐™Œ๐™ช๐™–๐™ก๐™ž๐™ฉ๐™ฎ ๐™’๐™ค๐™ง๐™ ๐™จ๐™๐™ค๐™ฅ: ๐™๐™ฃ๐™จ๐™ฉ๐™ง๐™ช๐™˜๐™ฉ๐™ช๐™ง๐™š๐™™ ๐˜ฟ๐™–๐™ฉ๐™– ๐™–๐™ฃ๐™™ ๐™ฉ๐™๐™š ๐™‰๐™š๐™š๐™™ ๐™›๐™ค๐™ง ๐™Œ๐™ช๐™–๐™ก๐™ž๐™ฉ๐™ฎ ๐™ˆ๐™š๐™ฉ๐™ง๐™ž๐™˜๐™จ The workshop took place on January 22nd, 2026 at LMU. Laura Young captured the highlights in a blog post - read her take here: www.berd-nfdi.de/data-quality...

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๐—ง๐˜‚๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฃ๐——๐—™๐˜€ ๐—ถ๐—ป๐˜๐—ผ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐——๐—ฎ๐˜๐—ฎ, led by Jack Collins Online course starting April 14, 2026 Learn how to extract data from documents using ๐˜„๐—ฒ๐—ฏ ๐˜€๐—ฐ๐—ฟ๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด, ๐—ข๐—–๐—ฅ & ๐—ก๐—Ÿ๐—ฃ (incl. Selenium, RAG, data quality). ๐—”๐—ฝ๐—ฝ๐—น๐˜† ๐—ฏ๐˜† ๐—™๐—ฒ๐—ฏ ๐Ÿฎ๐Ÿณ: www.berd-nfdi.de/berd-academy...

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๐Ÿค– ๐—ข๐˜ƒ๐—ฒ๐—ฟ๐˜„๐—ต๐—ฒ๐—น๐—บ๐—ฒ๐—ฑ ๐—ถ๐—ป ๐˜€๐—ฒ๐—น๐—ฒ๐—ฐ๐˜๐—ถ๐—ป๐—ด ๐˜„๐—ต๐—ถ๐—ฐ๐—ต ๐—”๐—œ ๐˜๐—ผ๐—ผ๐—น๐˜€ ๐—ฐ๐—ผ๐˜‚๐—น๐—ฑ ๐—ฏ๐—ฒ ๐˜‚๐˜€๐—ฒ๐—ณ๐˜‚๐—น ๐˜๐—ผ ๐˜€๐˜‚๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜ ๐˜†๐—ผ๐˜‚ ๐—ถ๐—ป ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ฑ๐—ฎ๐—ถ๐—น๐˜† ๐˜„๐—ผ๐—ฟ๐—ธ? Learn how to use LLMs & more for research planning, literature reviews, analysis, and communication - with hands-on practice. - Free of charge - Apply by ๐—๐—ฎ๐—ป ๐Ÿฏ๐Ÿญ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ ๐Ÿ”— www.berd-nfdi.de/berd-academy...

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Do you have data that sometimes drives you crazy - or a question you have never had the right space to ask? Hereโ€™s the right place to ask, share, and learn: ๐Ÿ“… Feb 26 (13:00โ€“17:00) & Feb 27 (09:00โ€“17:00) ๐Ÿ“ IAB, Nรผrnberg ๐Ÿ’ป Bring your laptop & ideas ๐Ÿ†“ Register: eveeno.com/econ-data-wo...

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๐ŸŒŸโ„๏ธ Run, run, Rudolph.... ๐ŸŽธ๐ŸซŽ - your brain is still looping the same old carols on repeat? The ๐—ฃ๐˜‚๐—ฏ๐—น๐—ถ๐—ฐ ๐——๐—ผ๐—บ๐—ฎ๐—ถ๐—ป ๐— ๐˜‚๐˜€๐—ถ๐—ฐ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ (๐—ฃ๐——๐— ๐—ซ) to the rescue: 250,000+ copyright-free MusicXML scores - perfect for composing new carols.. ๐ŸŽhttps://openbigdata.org/resource/public-domain-music-dataset/

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โœจ๐Ÿ“ฑ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿฏ: Curious about how festive cheer turns into measurable influence? This ๐—œ๐—ป๐˜€๐˜๐—ฎ๐—ด๐—ฟ๐—ฎ๐—บ ๐—œ๐—ป๐—ณ๐—น๐˜‚๐—ฒ๐—ป๐—ฐ๐—ฒ๐—ฟ ๐— ๐—ฎ๐—ฟ๐—ธ๐—ฒ๐˜๐—ถ๐—ป๐—ด ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ with 33,935 creators and 10+ million posts across multiple niches. ๐ŸŽhttps://openbigdata.org/resource/instagram-influencer-marketing-dataset/

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๐ŸŽถ๐Ÿฌ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿญ: Driving home for Christmas and searching for the perfect playlist? The ๐— ๐—ถ๐—น๐—น๐—ถ๐—ผ๐—ป ๐—ฆ๐—ผ๐—ป๐—ด ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ gives you metadata + audio features for 1 million tracks - a data-driven way to decide what actually works for long winter drives โ„๏ธ๐Ÿš— ๐ŸŽhttps://openbigdata.org/resource/million-song-dataset/

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๐ŸŽฌ๐Ÿฟ ๐——๐—ผ๐—ผ๐—ฟ ๐Ÿฎ๐Ÿฌ: ๐™„๐™ฉโ€™๐™จ ๐™– ๐™’๐™ค๐™ฃ๐™™๐™š๐™ง๐™›๐™ช๐™ก ๐™‡๐™ž๐™›๐™š or ๐™ƒ๐™ค๐™ข๐™š ๐˜ผ๐™ก๐™ค๐™ฃ๐™š? The annual Christmas debate returns .. - Let data speak: the ๐—™๐—ถ๐—น๐—บ๐—ง๐—ฉ ๐— ๐—ผ๐˜ƒ๐—ถ๐—ฒ๐˜€ ๐——๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜ delivers 40,000+ films with genres, ratings, countries, directors, and votes. ๐ŸŽhttps://openbigdata.org/resource/filmtv-movies-dataset

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