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Practical AI Practical AI #31

AI for social good at Intel

While at Applied Machine Learning Days in Lausanne, Switzerland, Chris had an inspiring conversation with Anna Bethke, Head of AI for Social Good at Intel. Anna reveals how she started the AI for Social Good program at Intel, and goes on to share the positive impact this program has had - from stopping animal poachers, to helping the National Center for Missing & Exploited Children. Through this AI for Social Good program, Intel clearly demonstrates how a for-profit business can effectively use AI to make the world a better place for us all.

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Practical AI Practical AI #30

GirlsCoding.org empowers young women to embrace computer science

Chris sat down with Marta Martinez-Cámara and Miranda Kreković to learn how GirlsCoding.org is inspiring 9–16-year-old girls to learn about computer science. The site is successfully empowering young women to recognize computer science as a valid career choice through hands-on workshops, role models, and by smashing prevalent gender stereotypes. This is an episode that you’ll want to listen to with your daughter!

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The Changelog The Changelog #333

Tactical design advice for developers

Adam talks with Erik Kennedy about tactical design advice for developers. Erik is a self-taught UI designer and brings a wealth of practical advice for those seeking to advance their design skills and learn more about user interface design. We cover his seven rules for creating gorgeous UI, the fundamentals of user interface design — color, typography, layout, and process. We also talk about his course Learn UI Design and how it’s the ultimate on-ramp for upcoming UI designers.

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Practical AI Practical AI #29

How Microsoft is using AI to help the Earth

Chris caught up with Jennifer Marsman, Principal Engineer on the AI for Earth team at Microsoft, right before her speech at Applied Machine Learning Days 2019 in Lausanne, Switzerland. She relayed how the team came into being, what they do, and some of the good deeds they have done for Mother Earth. They are giving away $50 million (US) in grants over five years! It was another excellent example of AI for good!

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Away from Keyboard Away from Keyboard #12

Laura Gaetano doesn't want to be a manager

Laura Gaetano was born in Italy, and by my count has lived in at least four different countries. Her multicultural upbringing has had a huge impact on her life. In fact, she currently works at the Travis Foundation with a focus on diversity and inclusion. We talk about her upbringing, her troubles with art school, the work she’s doing now, and changes that may be on the horizon.

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The Changelog The Changelog #332

A UI framework without the framework

Jerod and Adam talked with Rich Harris –a JavaScript Journalist on The New York Times Investigations team– about his magical disappearing UI framework called Svelte. We compare and contrast Svelte to React, how the framework is embedded in a component, build time vs. run time, scoping CSS to components, and CSS in JavaScript. Rich also shares where Svelte v3 is heading and the details on Sapper, a framework for building extremely high-performance progressive web apps, powered by Svelte.

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Practical AI Practical AI #28

New year’s resolution: dive into deep learning!

Fully Connected – a series where Chris and Daniel keep you up to date with everything that’s happening in the AI community. If you’re anything like us, your New Year’s resolutions probably included an AI section, so this week we explore some of the learning resources available for artificial intelligence and deep learning. Where you go with it depends upon what you want to achieve, so we discuss academic versus industry career paths, and try to set you on the Practical AI path that will help you level up.

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Founders Talk Founders Talk #61

Isaac Schlueter on building npm and hiring a CEO

With JavaScript in every corner of software development and npm in every corner right along with it, the rise of npm can be drawn as a hockey stick up and to the right with Isaac Schlueter at the top grinning ear to ear. After reading their recent announcement to hire a CEO, I knew it was time to talk one-on-one with Isaac about building npm and the journey of hiring his successor.

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The Changelog The Changelog #331

GitHub Actions is the next big thing

Adam and Jerod talk to Kyle Daigle, the Director of Ecosystem Engineering at GitHub. They talk about GitHub Actions, the new automation platform announced at GitHub Universe this past October 2018. GitHub Actions is the next big thing coming out of GitHub with the promise of powerful workflows to supercharge your repos and GitHub experience. Build your container apps, publish packages to registries, or automate welcoming new users to your open source projects — with access to interact with the full GitHub API and any other public APIs, Actions seem to have limitless possibilities.

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Away from Keyboard Away from Keyboard #11

Adam Clark wants to be independently wealthy

Adam Clark and I met back in 2013. We started a podcasting company together (which we both left), he shut down his consulting business to move to California and work for Apple, and now he’s back in Tennessee. Last year he launched a new business, Podcast Royale, a company he says will afford him more freedom to do whatever he wants to do. He talks to me about growing up in a cult, losing his father, marriage, and how being a parent gives him a purpose in life.

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The Changelog The Changelog #330

source{d} turns code into actionable insights

Adam caught up with Francesc Campoy at KubeCon + CloudNativeCon 2018 in Seattle, WA to talk about the work he’s doing at Source{d} to apply Machine Learning to source code, and turn that codebase into actionable insights. It’s a movement they’re driving called Machine Learning on Code. They talked through their open source products, how they work, what types of insights can be gained, and they also talked through the code analysis Francesc did on the Kubernetes code base. This is as close as you get to the bleeding edge and we’re very interested to see where this goes.

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Practical AI Practical AI #26

2018 in review and bold predictions for 2019

Fully Connected – a series where Chris and Daniel keep you up to date with everything that’s happening in the AI community. This week we look back at 2018 - from the GDPR and the Cambridge Analytica scandal, to advances in natural language processing and new open source tools. Then we offer our predications for what we expect in the year ahead, touching on just about everything in the world of AI.

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Founders Talk Founders Talk #60

Leading data-driven software teams and products

For the final show of 2018 I’m talking with Travis Kimmel, the CEO of GitPrime. Travis has spent years as an engineering manager. Travis’s mission at GitPrime is to bring crystal clear visibility into the software development process and bridge the communication gap between engineering and stakeholders. This communication gap is often an ongoing plague in product development lifecycle. We talked through focus, tech debt, leading teams, predictability, and more.

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Away from Keyboard Away from Keyboard #10

Maria Boland Ploessl found her home in technology

In our last episode of the year, I talk with Maria Boland Ploessl. Maria’s path to technology has been interesting to say the least. A Saint Paul native, she studied Spanish and Latin American studies in college. In 2016, after living in a few different cities (even a year-long stint in Brazil), she moved back to Minnesota. Now, she’s the Executive Director of Minnestar, a non-profit organization with the aim of supporting and growing Minnesota’s tech community. Maria talks to me about what Minnestar does, the work they’re doing to bring more people of underrepresented groups into tech, married life and how she’s grown from it, and parenthood.

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The Changelog The Changelog #328

State of the "log" (2018)

On this year’s “State of the ‘log’” episode we’re going behind the scenes to look back at 2018 as we prepare for 2019 and onward. We talk through our most popular episodes, most controversial episodes, and even some of our personal favorites. We also catch you up on some company level updates here at Changelog Media. We hired Tim Smith earlier this year as our Senior Producer, we retired Request for Commits, started some new shows…

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The Changelog The Changelog #327

Untangle your GitHub notifications with Octobox

Jerod is joined by Andrew Nesbitt and Ben Nickolls to talk Octobox, their open source web app that helps you manage your GitHub notifications. They discuss how Octobox came to be, why open source maintainers love it, the experiments they’re doing with pricing and business models, and how Octobox can continue to thrive despite GitHub’s renewed interest in improving notifications.

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Practical AI Practical AI #24

So you have an AI model, now what?

Fully Connected – a series where Chris and Daniel keep you up to date with everything that’s happening in the AI community. This week we discuss all things inference, which involves utilizing an already trained AI model and integrating it into the software stack. First, we focus on some new hardware from Amazon for inference and NVIDIA’s open sourcing of TensorRT for GPU-optimized inference. Then we talk about performing inference at the edge and in the browser with things like the recently announced ONNX JS.

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