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The Changelog The Changelog #380

Productionising real-world ML data pipelines

Yetunde Dada from QuantumBlack joins Jerod for a deep dive on Kedro, a workflow tool that helps structure reproducible, scaleable, deployable, robust, and versioned data pipelines. They discuss what Kedro’s all about and how it’s “changing the landscape of data pipelines in Python”, the ins/outs of open sourcing Kedro, and how they found early success by sweating the details. Finally, Jerod asks Yetunde about her passion project: a virtual reality film which debuted at the Sundance Film Festival in January.

Go Time Go Time #116

Unusual uses for Go: GUIs

Johnny and Jon are joined by Andy Williams to talk about some of the unusual ways developers are using Go. In this particular episode they deep dive into building GUIs and discuss all of the challenges imposed by trying to build a UI that is both cross platform and functional. How do you create buttons that work on both mobile and a desktop app? Should you even be designing both apps at the same time? Tune in to find out!

The Changelog The Changelog #379

Good tech debt

Jon Thornton (Engineering Manager at Squarespace) joined the show to talk about tech debt by way of his post to the Squarespace engineering blog titled “3 Kinds of Good Tech Debt”. We talked through the concept of “good tech debt,” how to leverage it, how to manage it, who’s in charge of it, how it’s similar to ways we leverage financial debt, and how Squarespace uses tech debt to drive product development.

Brain Science Brain Science #10

Shame on you

Mireille and Adam discuss shame as an emotional and experiential construct. We dive into the neural structures involved in processing this emotion as well as the factors and implications of our experience of shame. Shame is a natural response to the threat of vulnerability and perception of oneself as defective or inherently “not enough.”

Practical AI Practical AI #75

Insights from the AI Index 2019 Annual Report

Daniel and Chris do a deep dive into The AI Index 2019 Annual Report, which provides unbiased rigorously-vetted data that one can use “to develop intuitions about the complex field of AI”. Analyzing everything from R&D and technical advancements to education, the economy, and societal considerations, Chris and Daniel lay out this comprehensive report’s key insights about artificial intelligence.

The Changelog The Changelog #378

Open source meets climate science

Anders Damsgaard is a climate science researcher working on cryosphere processes at the Department of Geophysics at Stanford University. He joined the show to talk with us about the intersection of open source and climate science. Specifically, we discuss a set of shell tools he created called The Scholarref Tools which allow you to perform most of the tasks required to gather the references needed during the writing phase of an academic paper. We also discuss climate science, physics, self hosting Git, and why Anders isn’t present on any “social” networks.

Practical AI Practical AI #74

Testing ML systems

Production ML systems include more than just the model. In these complicated systems, how do you ensure quality over time, especially when you are constantly updating your infrastructure, data and models? Tania Allard joins us to discuss the ins and outs of testing ML systems. Among other things, she presents a simple formula that helps you score your progress towards a robust system and identify problem areas.

Founders Talk Founders Talk #68

Becoming an accidental founder

Mike McDerment is the founder and CEO of FreshBooks. Believe it or not, Mike became a founder by accident. Like many of us, Mike had an itch that he just had to scratch. One thing led to another and soon enough FreshBooks became a key tool in the belt of many freelancers and agencies looking for an easy way to send invoices and get paid quickly online. We talk through the early days of FreshBooks and how things came to be, why they created a secret competitor to iterate on a bold idea for the future of FreshBooks, and we also cover what keeps Mike excited.

JS Party JS Party #111

Lesser known things browsers can do in 2020

Did you know you can make a device vibrate via a webpage? Neither did we until we popped open Luigi De Rosa’s super cool repo that collects many of the lesser known things browsers can do in 2020.

On this episode we hang out on his list and discuss which APIs were surprises to us, which we think are the most useful, which we wish would die in a fire (sorta), and what you might get if you mash up a few of these APIs.

The Changelog The Changelog #377

Meet Algo, your personal VPN in the cloud

The commercial VPN industry is a minefield to navigate and many open source solutions are a pain to use or ill-suited for the task. Algo VPN, on the other hand, is a self-hosted personal VPN designed for ease of deployment and security. It uses the securest industry standards, builds on rock-solid solutions like WireGuard and Ansible, and runs on an ever-growing list of cloud hosting providers.

On this episode Dan Guido –CEO of security firm Trail of Bits and Algo’s creator– joins Jerod to discuss the project in depth.

The Changelog The Changelog #376

State of the “log” 2019

Welcome to 2020 — on this year’s “State of the ‘log’” episode Jerod and I look back at our favorite moments from 2019 and forward to 2020 and beyond. We talk through our most popular episodes, our personal favorites, our 10-year anniversary, the excitement we have for Brain Science our newest podcast, it’s for the curious! And we also look forward to plans we have for 2020 and the decade to come…

Go Time Go Time #113

Go at Cloudflare

Jaana, Jon, and Mat are joined by John Graham-Cumming, the CTO of Cloudflare, to discuss Go at Cloudflare along with John’s unique involvement in Gordon Brown’s apology to Alan Turing. How did Cloudflare get started with Go? What problems do they use Go for and when to they turn to other languages? And how exactly did John’s petition for an apology to Turing get so popular?

Brain Science Brain Science #8

The mechanics of goal setting

Mireille and Adam discuss goal setting and the different types of goals we set. We reflect on how can you set goals that work for you and measure them. We also talk about how you go about building the behaviors that align with your identity and resistance we face when we do this. We also share our 2020 goal for Brain Science. This is a must-listen episode to get a grounded perspective in planning your goals for this year and decade.

Practical AI Practical AI #72

How the U.S. military thinks about AI

Chris and Daniel talk with Greg Allen, Chief of Strategy and Communications at the U.S. Department of Defense (DoD) Joint Artificial Intelligence Center (JAIC). The mission of the JAIC is “to seize upon the transformative potential of artificial intelligence technology for the benefit of America’s national security… The JAIC is the official focal point of the DoD AI Strategy.” So if you want to understand how the U.S. military thinks about artificial intelligence, then this is the episode for you!

Go Time Go Time #112

defer GoTime()

Mat, Carmen, and Jon are joined by Dan Scales to talk about Mat’s favorite keyword in Go - defer. Where did the defer statement come from? What problems can it solve? How has it shaped how we write Go code? How are other languages solving similar problems? And what exactly was changed in Go 1.14 to improve the performance of defer?

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