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Practical AI Practical AI #97

MLOps and tracking experiments with Allegro AI

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2020-07-20T15:40:00Z #ai +2 🎧 9,283

DevOps for deep learning is well… different. You need to track both data and code, and you need to run multiple different versions of your code for long periods of time on accelerated hardware. Allegro AI is helping data scientists manage these workflows with their open source MLOps solution called Trains. Nir Bar-Lev, Allegro’s CEO, joins us to discuss their approach to MLOps and how to make deep learning development more robust.

Ship It! Ship It! #59

Postgres vs SQLite with Litestream

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2022-06-29T21:00:00Z #ops +2 🎧 9,189

Ben Johnson, the creator of Litestream, joined Fly.io a few weeks after we migrated changelog.com - episode 50 has all the details. That was pure coincidence. What was not a coincidence, is Gerhard jumping at the opportunity to talk to Ben about Postgres vs SQLite with Litestream.

The prospect of running a cluster of our app instances spread across all regions, with local SQLite & Litestream replication, is mind boggling. Let’s find out from Ben what will it take to get there. Thanks Kürt for kicking off this dream.

Ship It! Ship It! #81

Let's deploy straight to production!

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2022-12-01T17:15:00Z #ops +2 🎧 9,143

In today’s episode, we have the pleasure of two guests: Whitney Lee, Staff Technical Advocate at VMware, the one behind the ⚡️ Enlightning episodes, and Mauricio Salatino, which you already know from 🎧 shipit.show/41 on Continuous Delivery for Kubernetes.

The two of them gave the most amazing KubeCon NA Keynote last month: What a RUSH! Let’s Deploy Straight to Production!

So how do we create an Internal Development Platform that enables anyone on the team to deploy straight to production with the confidence that everything will just work?

Practical AI Practical AI #102

Hidden Door and so much more

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2020-08-24T20:00:00Z #ai +4 🎧 9,141

Hilary Mason is building a new way for kids and families to create stories with AI. It’s called Hidden Door, and in her first interview since founding it, Hilary reveals to Chris and Daniel what the experience will be like for kids. It’s the first Practical AI episode in which some of the questions came from Chris’s 8yo daughter Athena.

Hilary also shares her insights into various topics, like how to build data science communities during the COVID-19 Pandemic, reasons why data science goes wrong, and how to build great data-based products. Don’t miss this episode packed with hard-won wisdom!

Founders Talk Founders Talk #86

Bringing observability superpowers to all

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2022-01-28T12:00:00Z #startups +1 🎧 9,136

This week Adam is joined by Christine Yen, co-founder and CEO of Honeycomb. Christine and Adam recorded this show late last year, just after their Series C funding round. They talk about the superpower of observability for developers, how she and Charity Majors got to the place to found Honeycomb, the state of their platform today, what exactly observability is, and their goals for the future of Honeycomb.

Ship It! Ship It! #68

Behind the scenes at Microsoft Azure

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2022-08-31T21:15:00Z #ops +3 🎧 9,071

Most of you already know what it’s like to work in a startup or a small company. A few of you have been asking us for conversations with engineers that work for big companies, the kind that run everything from big title games to banking, and even critical national infrastructure.

In today’s episode, we talk to Ganeshkumar, a Software Engineer in the Azure Kubernetes Service team, who works on Node Lifecycle and Kubernetes Versioning, and Brendan, Kubernetes project co-founder and engineering Corporate Vice President of Microsoft Azure OSS and Cloud-native Compute. We talk about what it’s like to work for Microsoft, how mentoring works in practice, and what Kubernetes, Omega, & Borg have to do with it all.

Ship It! Ship It! #96

Productivity engineering at Netflix

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2024-03-23T17:00:00Z #ops 🎧 9,019

What’s the difference between productivity engineering and platform engineering? How can you continue to re-platform with a moving target? On this episode, we’re joined by Andy Glover, who spent ten years productivity engineering at Netflix, to discuss.

JS Party JS Party #92

The conference scene ✨

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2019-09-06T14:08:33Z #javascript +1 🎧 9,017

This episode is all about conferences and there is a lot to talk about! Why even go? What makes a conference worth it? How can you get the most of the experience? Is speaking worth all the effort? How can you make your talk amazing? How can you get your talk selected? We chime in on all of these questions plus more.

Practical AI Practical AI #82

Speech recognition to say it just right

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2020-03-23T15:30:00Z #ai +2 🎧 9,001

Catherine Breslin of Cobalt joins Daniel and Chris to do a deep dive on speech recognition. She also discusses how the technology is integrated into virtual assistants (like Alexa) and is used in other non-assistant contexts (like transcription and captioning). Along the way, she teaches us how to assemble a lexicon, acoustic model, and language model to bring speech recognition to life.

Ship It! Ship It! #82

Red Hat's approach to SRE

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2022-12-08T19:15:00Z #ops +3 🎧 8,979

Narayanan Raghavan leads the global SRE organization that runs Red Hat managed cloud services including OpenShift Dedicated, Azure Red Hat Openshift, Red Hat OpenShift Service on AWS, and Red Hat OpenShift Data Science among others across the three major cloud providers: AWS, GCP & Azure. We start with a high-level discussion about DevOps, SRE & platform engineering, and then we dig into SRE specifics, including what it takes to safely roll out updates across many tens of thousands of OpenShift clusters.

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