Evaluating and developing machine learning models: äN introduction (gpn24)

Evaluating and developing machine learning models: äN introduction (gpn24)

Author: CCC media team June 4, 2026 Duration: 54:11
An introduction to evaluating machine learning models, with an encouragement to develope and research them. Why and how to start (even without a powerful GPU), where to orient, what challenges exist and how to overcome or avoid them. While this presentation will cover material for beginners, especially the open questions and dialog at the end will be interesting for seasoned researchers as well. This presentation will cover the following topics: - Motivation to start evaluating (and developing) machine learning models - Open research questions - Current research limitations - How to start your first project - Project approaches - Challenges - Common mistakes - Tips when using python and pytorch - Resources for information and code Licensed to the public under https://creativecommons.org/licenses/by/4.0/ about this event: https://cfp.gulas.ch/gpn24/talk/WMNWXJ/

Tune into the Chaos Computer Club-recent events feed for a direct line to the forefront of digital culture and critical technology discourse. Curated by the CCC media team, this podcast channels the raw, insightful atmosphere of Europe's most influential hacker association, bringing you recordings from their major gatherings and community events. Each episode is a deep dive into talks and presentations from the last two years, covering topics from cryptography and privacy rights to hardware hacking, societal impacts of surveillance, and open-source philosophy. You'll hear from researchers, activists, and engineers who are actively shaping our digital future, offering perspectives rarely found in mainstream tech conversations. This isn't a produced show with hosts; it's an archival audio stream of genuine conference sessions, complete with audience questions and the spontaneous energy of the live event. For anyone interested in the technical details and ethical debates at the heart of modern technology, this feed serves as an essential, unfiltered resource. Subscribe to this podcast to keep your finger on the pulse of the Chaos Computer Club's ongoing dialogue, where complex ideas are broken down and the tools for a more empowered digital life are openly discussed.
Author: Episodes: 100

Chaos Computer Club - recent events feed
Podcast Episodes
Tamper-Sensing Meshes in the Wild (gpn24) [not-audio_url] [/not-audio_url]

Duration: 21:18
Tamper-sensing meshes are electronic layers that detect an attacker drilling or cutting into a device. There isn’t a lot of public information about their construction, so I did a survey of about 30 devices with such mes…
Datenschutz für (Chaos-)Vereine in der Praxis (gpn24) [not-audio_url] [/not-audio_url]

Duration: 1:01:49
In chaosnahen (und verbundenen) Vereinen bringen Wesen oft spannende neue Prozesse für alle ein. Es wird vernetzt, ausgetauscht, automatisiert, personenbezogene Daten werden verarbeitet. Community-Projekte werden über Ze…
Graphs to scale (gpn24) [not-audio_url] [/not-audio_url]

Duration: 59:22
Skalierende Systeme wie Hochleistungsrechner oder KI-Cluster benötigen effiziente Datenverbindungen, um überhaupt von der Skalierung der Geräte profitieren zu können. Bei hohen Anforderungen an Durchsatz, Ausfallsicherhe…
EMV. Theorie, Praxis und der ganze Rest - eine Fallstudie (gpn24) [not-audio_url] [/not-audio_url]

Duration: 1:01:05
Wir, Chrissy und Sarah, haben uns das Flower Badge vom Camp '23 in der EMV Messkammer angeschaut und besprechen gemeinsam die Messergebnisse und gehen durch die Schaltung und Layout. Auf dem Weg plaudern wir aus dem Nähk…
Beyond Shitposting - Was kann das Fediverse (gpn24) [not-audio_url] [/not-audio_url]

Duration: 17:28
Es gibt unglaublich viele coole ActivityPub-/Fediverse-Projekte, und Mastodon ist wirklich nur die Spitze des Eisbergs. Note: the first minute unfortunately had muted audio, and had to be cut out. Das Fediverse ist viel…
DeLegacy: Forcing IPv6 at Scale (gpn24) [not-audio_url] [/not-audio_url]

Duration: 56:23
Find out how to increase the proportion of IPv6 traffic by manipulating DNS responses, and how to persuade X/Twitter and Discord to support IPv6 _(caveats apply)_. Content Delivery Networks (CDNs) generate significant tr…