Today's episode is about how to trust machine learning in operations.  This is a really serious issue because the attraction of machine learning is strong, but does not translate into operations.

Why doesn’t it translate?  Because operations is a closed loop process where we constantly get feedback and have to adapt and adjust. That makes it difficult to train models and hope that they work.  This discussion gets into why that's the case and what we can do about it.

Then we explore scenarios for machine learning and AI in operations.

Transcript: https://otter.ai/u/UBjf5IVnKvebTfQgW1xlneZdjOU 
Photo: https://www.pexels.com/photo/high-angle-photo-of-robot-2599244/

Machine Learning in Operations

!!WARNING: DEEP SYSADMIN CUTS AHEAD!!

Back in the early 2000s, if you were a sysadmin that had to set up desktops or servers, you probably used Norton Ghost to create images.

When virtualization became big, that process moved to creating VM templates.

But there was still often a lot of manual intervention in these tasks - password setting, BIOS updates, vCenter installations and more. As the IT world moves more and more towards automating software tasks, what about automating infrastructure provisioning? Sure, there's cloud, but what if you're still on-prem?

This week, Rob Hirschfeld of RackN joins us to discuss how RackN helps automate the previously un-automate-able.

Episode 367 - Infrastructure Automation with RackN

We dive into Shoshana Zuboff’s book The Age of Surveillance Capitalism. Full of amazing insights, predictions and really insightful work, you can literally scan every page and read something fascinating. You don't need the book to follow today’s discussion. 

We start by watching Apple's new iPad ad before we dive into the book, and I highly recommend that you watch it as well, link in the show notes. It's a good tie into the surveillance capitalism discussion and I think you will enjoy our commentary about it.

References:
https://www.theverge.com/2024/5/8/24152236/apple-ipad-pro-commercial-artists-ai
https://www.amazon.com/gp/product/1541758005/ref=ppx_yo_dt_b_search_asin_title

Transcript: https://otter.ai/u/Y-bm0QL3Vnfjcy4hgmTIiqkUpNU?utm_source=copy_url

Surveillance Capitalism [Book Club]

In this podcast, Rob Hirschfeld, CEO and Co-founder of RackN talks with Stephen Spector, HPE Cloud Evangelist about the latest interest in Ansible and how Digital Rebar Provisioning leverages the tool for next generation provisioning of the modern datacenter.

Ansible and Digital Rebar : Partners in Provisioning

An excellent source for industry thought leadership in Edge Computing, Cloud Computing, DevOps, Open Source base on discussions at.the2030.cloud

Machine Learning in Operations

the2030.cloud Podcast

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