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Times series data is everywhere! I mean, seriously, try to think of some data that isn’t a time series. You have stock prices and weather data, which are the classics, but you also have a time series of images on your phone, time series log data coming off of your servers, and much more. In this episode, Anais from InfluxData helps us understand the range of methods and problems related to time series data. She also gives her perspective on when statistical methods might perform better than neural nets or at least be a more reasonable choice. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:DigitalOcean – DigitalOcean now offers three managed databases — PostgreSQL, MySQL, and Redis. Get started for free with a $50 credit. Learn more at do.co/changelog. KubeCon + CloudNativeCon (San Diego) – The Cloud Native Computing Foundation’s flagship Kubernetes community conference which gathers adopters and technologists from leading open source and cloud native communities. Learn more and register — get 10% off with the code KCNAPRACTICALAI19 Feel free to use the Convince Your Boss letter in part or in full so you can your team can attend. The Brave Browser – Browse the web up to 8x faster than Chrome and Safari, block ads and trackers by default, and reward your favorite creators with the built-in Basic Attention Token. Download Brave for free and give tipping a try right here on changelog.com. Featuring:Anais Dotis-Georgiou – XChris Benson – Website, GitHub, LinkedIn, Bluesky, XDaniel Whitenack – Website, GitHub, XShow Notes: InfluxData InfluxDB M-Competition benchmarks Something missing or broken? PRs welcome!

KBall catches up with Phil Hawksworth of Netlify at JAMStackConfSF to dive deep into JAMStack, what it’s about, where the ecosystem is going, and what is still hard. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Toptal – Freelance development jobs for world-class engineers. Toptal gives you the ability to work on freelance development jobs and projects with top clients who understand the value of elite engineering talent. Choose your rate, control your schedule, enjoy the 100% remote lifestyle. Learn more at toptaljobs.com Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2019. Start your server - head to linode.com/changelog. Codacy – Automate your code reviews. Instantly identify and address issues in every commit and pull request, directly from your current workflow. Learn more, get started for free, and grab a sweet pair of Codacy socks at changelog.com/codacy Featuring:Phil Hawksworth – Website, GitHub, LinkedIn, XKevin Ball – Website, GitHub, LinkedIn, XShow Notes: JAMStack Videos from JAMStackConfSF Modern Web Development on the JAMstack (book) Netlify Redirects/Rewrites Gatsby progress towards incremental builds Sample project doing content sharing using Netlify caching Netlify Build Plugins Netlify CMS Forestry CMS Netlify deploy previews ZEIT Now Something missing or broken? PRs welcome!

Johnny is joined by Marty Schoch, creator of the full-text search and indexing engine Bleve, to talk about the art and science of building capable search tools in Go. You get a mix of deep technical considerations as well as some of the challenges around running a popular open source project. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:KubeCon + CloudNativeCon – Get an additional 10% off EARLYBIRD registration pricing with the code KCEUGOTIME — ends November 8th! Learn more and register. Datadog – Cloud monitoring as a service. See inside any stack, any app, at any scale, anywhere. Datadog is cloud-scale monitoring that tracks your dynamic infrastructure and applications. Plus next-generation APM. Monitor, troubleshoot, and optimize end-to-end application performance. Start your free trial, install the agent, and get a free t-shirt! strongDM – Manage access to any database, server, and environment. strongDM makes it easy for DevOps to enforce the controls InfoSec teams require. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Marty Schoch – GitHub, XJohnny Boursiquot – Website, GitHub, XShow Notes: Bleve Bleve on GitHub Bluge Labs Something missing or broken? PRs welcome!

Mireille and Adam discuss coping skills and strategies for managing emotions, including SMART goals and the HALT concept. They explore various coping strategies such as grounding, deep breathing, and visualization. They also discuss the importance of distress tolerance and practicing coping skills. Additionally, they talk about rewarding effort, delaying reactions, and addressing difficult conversations in a better state of mind.

We’ve mentioned ML/AI in the browser and in JS a bunch on this show, but we haven’t done a deep dive on the subject… until now! Victor Dibia helps us understand why people are interested in porting models to the browser and how people are using the functionality. We discuss TensorFlow.js and some applications built using TensorFlow.js Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:DigitalOcean – DigitalOcean now offers three managed databases — PostgreSQL, MySQL, and Redis. Get started for free with a $50 credit. Learn more at do.co/changelog. Changelog Weekly – We track, log, and contextualize what’s happening in software throughout the week and deliver it directly to your inbox on Sunday mornings. Head to changelog.com/weekly to browse the archives, subscribe, and push the easy button on your continuing education. Brain Science – For the curious! Brain Science is our new podcast exploring the inner-workings of the human brain to understand behavior change, habit formation, mental health, and being human. It’s Brain Science applied — not just how does the brain work, but how do we apply what we know about the brain to transform our lives. Featuring:Victor Dibia – Website, GitHub, LinkedIn, XChris Benson – Website, GitHub, LinkedIn, Bluesky, XDaniel Whitenack – Website, GitHub, XShow Notes: data2vis TJbot TensorFlow.js Handtrack.js ConvNet Playground JS Party Something missing or broken? PRs welcome!

Jerod, Divya, & Suz get together to discuss top-level await, the JS13kGames winner, Liran Tal’s is-website-vulnerable, Vue 3’s source code, and Facebook’s take on AR/VR/XR. Plus 3 awesome pro tips you don’t want to miss! Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:Toptal – Freelance development jobs for world-class engineers. Toptal gives you the ability to work on freelance development jobs and projects with top clients who understand the value of elite engineering talent. Choose your rate, control your schedule, enjoy the 100% remote lifestyle. Learn more at toptaljobs.com Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2019. Start your server - head to linode.com/changelog. Algolia – Our search partner. Algolia’s full suite search APIs enable teams to develop unique search and discovery experiences across all platforms and devices. We’re using Algolia to power our site search here at Changelog.com. Get started for free and learn more at algolia.com. Featuring:Jerod Santo – Website, GitHub, LinkedIn, Mastodon, XDivya – Website, GitHub, LinkedIn, XSuz Hinton – GitHub, Mastodon, XShow Notes:New & Noteworthy The JS13kGames winners have been announced top-level await lands in V8, Myles Borins with a great write-up on the feature Liran Tal’s CLI for checking if a website has known security vulnerabilities in its JS libs Vue 3 (vue-next) source code now available Facebook VR/AR lifelike avatars Pro Tip Time Hamerspoon Suz’ Twitch applescript Headspace The Bilbcast Composing better emails Did you know? We take requests! Something missing or broken? PRs welcome!

Chris Anderson, former Editor-in-Chief of WIRED and a true pioneer in the world of drones, joined the show to talk about his hobby gone wrong, how he started 3D Robotics, DIY Drones, and Dronecode. We also talked about his newest passion, DIY Robocars. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:KubeCon + CloudNativeCon – The Cloud Native Computing Foundation’s flagship Kubernetes community conference which gathers adopters and technologists from leading open source and cloud native communities. Learn more and register — get 10% off with the code KCNACHANGELOG19 Feel free to use the Convince Your Boss letter in part or in full so you can your team can attend. DigitalOcean – DigitalOcean now offers three managed databases — PostgreSQL, MySQL, and Redis. Get started for free with a $50 credit. Learn more at do.co/changelog. CrossBrowserTesting – The ONLY all-in-one testing platform that can run automated, visual, and manual UI tests – on thousands of real desktops and mobile browsers. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Chris Anderson – Website, GitHub, XAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – Website, GitHub, LinkedIn, Mastodon, XShow Notes: 3DR The Long Tail: Why the Future of Business is Selling Less of More by Chris Anderson DIY Drones Dronecode DIY Robocars Donkey Car Something missing or broken? PRs welcome!

Manish Jain and Karl McGuire of Dgraph join Johnny and Jon to discuss caching in Go. What are caches, hit rates, admission policies, and why do they matter? How can you get started using a cache in your applications? Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:KubeCon + CloudNativeCon – The Cloud Native Computing Foundation’s flagship Kubernetes community conference which gathers adopters and technologists from leading open source and cloud native communities. Learn more and register — get 10% off with the code KCNACHANGELOG19 Feel free to use the Convince Your Boss letter in part or in full so you can your team can attend. TeamCity by JetBrains – Build and release your software faster with TeamCity — a self-hosted continuous integration and delivery server developed by JetBrains. TeamCity is super-smart at running incremental builds, reusing artifacts, and building only what needs to be built, which can save over 30% of the daily build time. Learn more at teamcity.com/gotime. Linode – Our cloud server of choice. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2019. Start your server - head to linode.com/changelog. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Manish R Jain – Website, GitHub, XKarl McGuire – GitHub, XJon Calhoun – Website, GitHub, XJohnny Boursiquot – Website, GitHub, XShow Notes: ristretto - a high performance open source Go cache caffeine - a high performance caching library for Java that was part inspiration for ristretto. TinyLFU - a paper discussing a highly efficient cache admission policy adopted in many modern high performance caches BP-Wrapper - a paper discussing a way to improve lock contention for caches and databases Something missing or broken? PRs welcome!

The United States has blacklisted several Chinese AI companies working in facial recognition and surveillance. Why? What are these companies doing exactly, and how does this fit into the international politics of AI? We dig into these questions and attempt to do some live fact finding in this episode. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Sponsors:DigitalOcean – DigitalOcean now offers three managed databases — PostgreSQL, MySQL, and Redis. Get started for free with a $50 credit. Learn more at do.co/changelog. The Brave Browser – Browse the web up to 8x faster than Chrome and Safari, block ads and trackers by default, and reward your favorite creators with the built-in Basic Attention Token. Download Brave for free and give tipping a try right here on changelog.com. Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com. Featuring:Chris Benson – Website, GitHub, LinkedIn, Bluesky, XDaniel Whitenack – Website, GitHub, XShow Notes: 1 million ethnic Uyghurs in China have been held in “re-education camps” Surge in Chinese research related to surveillance of Muslim minorities US AI Blacklist summary article from MIT Technology Review Hikvision Their website Here’s what you need to know about Hikvision, the camera maker behind China’s mass surveillance system China’s Hikvision Has Probably Filmed You iFlytek Their website Why 500 Million People in China Are Talking to This AI Megvii Their website Behind the Rise of China’s Facial-Recognition Giants Megvii, the Chinese startup unicorn known for facial recognition tech, files to go public in Hong Kong Yitu Their website AI Startup Yitu Seeks IPO on China’s New Tech Board This Chinese facial recognition start-up can identify a person in seconds Learning resources: TensorFlow 2.0 notebook Something missing or broken? PRs welcome!

In a world where an ex-hit-man named John Wick comes out of retirement to track down the gangsters that killed his dog and stole his car — three die-hard fans (Adam, Jerod, and Brett) spend nearly 2 hours discussing the John Wick trilogy and then some. Join the discussionChangelog++ members support our work, get closer to the metal, and make the ads disappear. Join today!Featuring:Brett Cannon – Website, GitHub, LinkedIn, Bluesky, MastodonAdam Stacoviak – Website, GitHub, LinkedIn, Mastodon, XJerod Santo – Website, GitHub, LinkedIn, Mastodon, XShow Notes: Keanu Reeves John Wick (2014) John Wick: Chapter 2 (2017) John Wick: Chapter 3 - Parabellum (2019) John Wick: Chapter 4 (2021) 😱 Something missing or broken? PRs welcome!