Videos

Video by Awesome Open Source via YouTube

I just want to give you some explanation. I’m sure most of you barelly notice I haven’t posted in a while. It’s been a month or so, and I know it, believe me. Sometimes life happens. I have a job that is incredibly demanding lately, and I’ve been having to play catch up quite a bit. I’m not usually the person catching up. I’m usually the one on the cutting edge of anything in the tech world, but with AI being a massive focus at my company, I’ve been left behind a bit.

Additionally, I’ve been working, with my wife, on a huge project to landscape our yard. It’s a large-ish yard (garden for you Brits) at a bit over a half acre (2026 sq meters). This takes an immense amount of watering, and living in a desert region…that’s super expensive. So we are Xeriscaping a large portion of the front yard. This eats up all of my weekends lately as well. I do have new videos in the works, so please stick with me, and new content is coming.

=== Links ===
No links this week.

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=== Get My Novel ===
Entanglement – by Brian McGonagill

Dave is just a normal guy with a normal job that he doesn’t like that much. That is, until he meets Leo, and gets the job he never imagined. Action, adventure, betrayal, love, loss, and some serious weirdness happen throughout this science fiction thrill-ride.

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=== Timestamps ===

=== Contact ===
Matrix: @mickintx:discuss.opensourceisawesome.com
Mastodon: @MickInTx@fosstodon.org

=== Special Thanks ===
Gabriela Lopez – Video Editor

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Video by Open Data Science and AI Conference via YouTube

Clustering is one of the most widely used and most frequently misapplied techniques in machine learning. While it promises to uncover hidden structure in data, practitioners often encounter unstable results, arbitrary groupings, and clusters that are difficult to interpret or act on. These challenges are especially pronounced with high-dimensional data such as text embeddings and behavioral signals.

This talk presents a practical, end-to-end approach to clustering using modern, open-source tools built for real-world data. We begin by examining why common approaches like k-means often fall short when assumptions about cluster shape, density, and separability do not hold. We then introduce a more robust workflow: using UMAP to reveal structure in high-dimensional data, applying HDBSCAN to identify clusters without forcing arbitrary decisions, and leveraging datamapplot to make results interpretable and actionable.

Through examples, including real reviews and other data types, we show how clustering can surface meaningful themes and patterns that drive product and business decisions. We also highlight common pitfalls, such as over-interpreting clusters, misconfiguring parameters, and ignoring noise, along with practical guidance on how to avoid them.

Attendees will leave with a clear mental model for when clustering works, when it does not, and how to apply a modern workflow that turns messy, high-dimensional data into useful and explainable insights.

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Visit our website and choose the nearest ODSC event to attend and experience all our training and workshops: https://odsc.ai

To watch more videos like this, visit https://aiplus.training

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Video by The Late Night Linux Family via YouTube

Support us on Patreon and get an ad-free RSS feed with some early episodes. https://www.patreon.com/LateNightLinux

We get into some homelab updates. Sean has been consolidating hardware, Gary has been implementing high availability with Proxmox, and Shane has been working hard to get Home Assistant working with Kubernetes, as well as downloading YouTube videos.

https://hybridcloudshow.com/hcs56/

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Video by SAP via YouTube

H&M and SAP are using Business AI to connect digital, physical, and operational retail experiences in real time.

In this SAP Sapphire Orlando 2026 conversation, Sebastian Steinhaeuser, Chief Operating Officer, Strategy & Operations, and member of the SAP Executive Board, welcomes Ellen Svanström, Chief Digital & Information Officer of H&M, to discuss how H&M is building a digital and AI foundation to strengthen its position as a fashion brand. Ellen explains how SAP supports H&M’s transformation through RISE with SAP, SAP Business Data Cloud, SAP Commerce Cloud, and SAP SuccessFactors.

The discussion highlights how H&M is layering AI on top of that foundation to improve operations, reimagine stores and supply chains, and empower store colleagues with more precise decision-making. One example is the Store Intelligence app, which tracks store performance in real time and uses a Store Intelligence Agent to prepare store readiness and suggest next best actions for store managers.

Ellen also shares how H&M and SAP are exploring a customer-facing Store Concierge Agent that connects online and in-store experiences with personalized recommendations, real-time availability, and contextual advice. Together, these examples show how SAP Business AI can help retailers create more relevant, helpful, and human customer experiences at scale.

Chapters:
00:00 – H&M’s digital and AI journey
00:43 – Building a digital foundation
01:23 – SAP at the core of H&M processes
01:33 – Layering AI into operations
02:15 – H&M and SAP collaboration
02:35 – Store Intelligence app
03:04 – Store Intelligence Agent
03:19 – Agents across the value chain
03:44 – Real-time demand and store recommendations
04:06 – Store Concierge Agent
04:36 – Connecting online and in-store experiences
05:00 – Personalized recommendations and availability
05:31 – AI styling for SAP Sapphire

Watch the full Global Keynote: https://youtu.be/9aa-etRsaLU?si=j0rDQJCtoxUai0fX
Watch all SAP Sapphire replays on demand: https://www.sap.com/events/sapphire.html

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About SAP:
As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit: https://www.sap.com/index.html

#SAP #BusinessAI #SAPSapphire

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Video by TWiT Tech Podcast Network via YouTube

SpaceX Starship V3 is stepping onto the world stage with epic upgrades, new engines, and slick design changes. Rod Pyle and Tariq Malik breaks down what’s different and why everyone’s watching on This Week in Space!

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Video by Meta Developers via YouTube

Embedded signup v2/v3 deprecating Oct 15, 2026.
✅ One flow for WhatsApp, Instagram & Messenger APIs
✅ Fewer onboarding screens for your customers
✅ Upgrade takes less than one week
Full migration tutorial → https://bit.ly/4dvLuuM
Developer docs → https://bit.ly/4957smT
#MetaForDevelopers #BusinessMessaging #WhatsAppAPI #Shorts #DeveloperTools

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Video by Rasa via YouTube

In this clip from The Dialogue Architects, Eugenia Zeibig, a marketing AI leader in pharma, shares why enterprise AI only becomes useful when it understands the nuance of the business it serves — and why trustworthy outputs matter more than abundant ones.

Watch the full episode: From Reports to Responses: AI in Pharma Marketing

Views shared are Eugenia Zeibig’s own.

#EnterpriseAI #ConversationalAI #PharmaMarketing #AIInnovation #MarketingAI #HealthcareAI #Rasa

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Video by OpenSource via YouTube

POV: You spent 4 years studying computer science… then AI replaces entry-level jobs.

This graduate’s answer shocked everyone 😳

Do you think AI will make degrees useless or create new opportunities?

#computerscience #ai #programming #softwareengineer #kenya #graduates #artificialintelligence #coding #tech #shorts

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Video by OpenAI via YouTube

Codex began as a tool for developers. Today, people are using it for much more: research, planning, file organization, automation, data analysis, presentations, and other everyday knowledge work.

In this OpenAI Forum conversation, Chris Nicholson of OpenAI Global Affairs speaks with Thibault Sottiaux, Head of Codex, about how Codex is evolving beyond software engineering and what that shift means for workers, teams, and organizations.

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Video by H2O.ai via YouTube

Catch the recording to explore TabH2O, H2O.ai’s foundation model for tabular machine learning.

In this session, you’ll learn how tabular foundation models work and see live how TabH2O delivers predictions in seconds.

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