Lean In Data Science
cloud203015 Joulu 2023

Lean In Data Science

How do we apply the principles of lean to data science and data engineering? We discuss this broadly into using AI and machine learning more generally. This is a topic that we had discussed over the summer and wanted to come back to six months later because so much has changed and transformed in the industry. What does agile lean process control look like in an infrastructure automation platform? How can we make these very difficult and challenging components of data and data management, more agile, more lean? I think you will get a lot out of this conversation considering our current hypercharged AI ml and LM environment. Transcript: https://otter.ai/u/1ZuALgSXcPw-bIf2GOumDFZH0UU?utm_source=copy_url DALL-E Prompt: please create a picture of a very large truck stuck under a low bridge. please label the truck as ai and the bridge as lean

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Security Supply Chains

Security Supply Chains

How will we secure infrastructure in the future? Why is so hard to get security taken seriously? Because it's a supply chain problem. a vendor problem, AND a customer problem. We have to solve this...

11 Kesä 202152min

Image and Immutable Deploy Processes

Image and Immutable Deploy Processes

We go DEEPLY into the practice of image base (aka immutable) deployment. Image based deployment is when we building infrastructure by cloning systems. That means actually writing the system image di...

4 Kesä 202158min

What's Ideal tech? How can we get there?!

What's Ideal tech? How can we get there?!

We started with the idea of what should our infrastructure be if we were going to get the perfect thing, the ideal thing and then work backwards? We focused in on home and industrial uses. That led...

4 Kesä 202150min

Zero Trust and Homomorphic Data Security

Zero Trust and Homomorphic Data Security

All about security, zero trust data, and shared homomorphic security. If those terms mean something to you, you will find our conversation fascinating. And if they don't, you better be listening, be...

29 Touko 202137min

Tea Time? We spill vendor gossip & strategy

Tea Time? We spill vendor gossip & strategy

We went deep into vendors, specifically Red Hat. So if you like vendor gossip and speculation then you'll love this. We talked about Red Hat, IBM, Oracle, a couple other vendors of note and speculate...

29 Touko 202158min

How Much Complexity Is Too Much?

How Much Complexity Is Too Much?

Is there a Jevons Paradox of Complexity? We started by asking key questions like: How much complexity is too much? How do we measure it? What's the business risk? DId we make complexity cheaper or ju...

22 Touko 202153min

Service Mesh - How and Why

Service Mesh - How and Why

How Service Mesh works and why they're important. Towards the end, we start talking about the rationale and whys and hows of the architecture. Transcript: https://otter.ai/u/OPEKGyWT6iDjMLVQlHZeKVWkh...

22 Touko 202153min

More Flow Architectures with James Urquhart

More Flow Architectures with James Urquhart

James Urquhart joins the DevOps lunch for an impromptu discussion about the importance of Flow Architecture. You will learn a lot about how flow architecture work and why they are important to infras...

14 Touko 20211h 14min