Changelog Master Feed

Chris DeBellis, a lead AI data scientist at Honeywell, helps us understand what Mask R-CNN is and why it’s useful for robot perception. We also explore how this method compares with other convolutional neural network approaches and how you can get started with Mask R-CNN.

In this special episode of JS Party at JS Conf in Carlsbad, Nick, Suz, Feross, and KBall talk about crazy JavaScript combinations, tips to get started speaking, being committed to diversity as a conference organizer, and much more.

Adam and Jerod talk with Jason McGee, VP and CTO of IBM Cloud Platform about Istio — an open platform that provides a uniform way to connect, secure, control, and observe microservices. They cover what service mesh is, why its suddenly so interesting, who’s involved in Istio, their involvement with the CNCF, getting started, and what’s next for Istio.

This week, Daniel and Chris talk about playing Dota at OpenAI, O’Reilly’s machine learning survey, AI-oriented open source (Julia, AutoKeras, Netron, PyTorch), robotics, and even the impact AI strategy has on corporate and national interests. Don’t miss it!

Jerod, Nick, KBall, and Chris pre-party for JSConf by testing out some brand new segment ideas: Story of the Week, What the WHAT… WG, and Protip Time. What do you think of these segments? Like ’em? Love ’em? Not sure why we even? Please let us know!

Bryan Helmig, Wade Foster, and Mike Knoop started Zapier in 2011 as a side hustle. They ultimately applied to Y Combinator, twice. And this year they hit $35 Million dollars in annual revenue. I talked with Bryan Helmig (CTO) through the backstory of starting this company, being 100% distributed, the flexibility as well as the constraints of being remote-only, how they reached product market fit, growth, scaling their teams, and how they bring everyone together for company wide retreats.

We talk with Ben Halpern the founder and webmaster of dev.to — a community for developers to talk about software. Last Wednesday they open sourced the codebase of the dev.to platform, so we wanted to talk through all the details with Ben. We talked through the backstory, how Ben realized this could become a business, how the team was formed, their motivations for open sourcing it and why they didn’t open source it from the start, the technical stack, and their vision for the future of the site.

Mike Bugembe teaches us how to build a culture of data-driven decision making within a company, leverage behavioral economics, and identify high value use cases for AI.

On this special bonus episode of The Changelog, we’re playing the latest episode of Away from Keyboard with Jeff Robbins. While some dream of having a successful career, Jeff Robbins has already had several. Once the lead singer and guitarist for Orbit, Jeff has worked on some of the most famous Drupal websites. He talks to Tim about his early interest in computers, starting Lullabot, and adjusting to life after leaving the company he built and ran.

Jerod and Suz talk with John Resig about how he’s using GraphQL at Khan Academy, some of the mistakes and successes using GraphQL, John’s feelings on jQuery, and community Q&A.

While some dream of having a successful career, Jeff Robbins has already had several. Once the lead singer and guitarist for Orbit, Jeff has worked on some of the most famous Drupal websites. He talks to me about his early interest in computers, starting Lullabot, and adjusting to life after leaving the company he built and ran.

Adam and Jerod invite back Katrina Owen after years away focusing on Exercism—a 100% free platform for code practice and mentorship with over 2500 exercises and 48 different language tracks. They talk to Katrina about how the platform has changed, the direction it’s taken, the backstory on the recently launched version 2, and how she plans to turn Exercism into a sustainable business. Also, what happens if that doesn’t work?!

Chris and Daniel help us wade through the week’s AI news, including open ML challenges from Intel and National Geographic, Henry Kissinger’s views on AI, and a model that can detect personality based on eye movements. They also point out some useful resources to learn more about pandas, the vim editor, and AI algorithms.

Jerod, Nick, and Chris talk with Jeff Lembeck about his tweets, the people behind npm, the need for empathy, and things they’re excited about.

Thirteen years ago, Ashley Baxter inherited the family insurance business when her Dad passed away. Even though she’s a talented photographer, and built a successful photography business, the insurance industry kept calling her name. Ashley talks about what excites her about insurance, the challenges of running a business, and how burnout forced her to focus.

Adam and Jerod are on location at OSCON and talk with Camille Eddy about recognizing biases in AI, Jerome Hardaway about the work he’s doing to prepare veterans for jobs in software, and Abby Cobunoc Mayes about the work she’s doing at Mozilla for open science.

Jared Lander, the organizer of NYHackR and general data science guru, joined us to talk about the landscape of AI techniques, how deep learning fits into that landscape, and why you might consider using R for ML/AI.

Adam and Jerod catch up with Suz about her presentation at OSCON, some cool stuff she’s doing at her house, and more.

Suz, Safia, and Kball get together to talk about accessibility; what does it mean, why should we care, and what tools and resources can we use to better educate ourselves, and improve our work.

Adam, Jerod, and Tim sit down to talk at OSCON 2018 about their favorite parts of the conference, meeting new people, seeing old friends, and telling people about all the new things happening at Changelog.