JSJ 405: Machine Learning with Gant Laborde

JSJ 405: Machine Learning with Gant Laborde

Gant Laborde is the Chief Innovation Officer of Infinite Red who is working on a course for beginners on machine learning. There is a lot of gatekeeping with machine learning, and this attitude that only people with PhDs should touch it. In spite of this, Gant thinks that in the next 5 years everyone will be using machine learning, and that it will be pioneered by web developers. One of the strong points of the web is experimentation, and Gant contrasts this to the academic approach. They conversation turns to Gant’s course on machine learning and how it is structured. He stresses the importance of understanding unicode, assembly, and other higher concepts. In his course he gives you the resources to go deeper and talks about libraries and frameworks available that can get you started right away. His first lesson is a splashdown into the jargon of machine learning, which he maps over into developer terms. After a little JavaScript kung fu, he takes some tools that are already out there and converts it into a website.Chris and Gant discuss some different uses for machine learning and how it can improve development. One of the biggest applications they see is to train the computers to figure monotonous tasks out while the human beings focus on other projects, such as watching security camera footage and identifying images. Gant restates his belief that in the next 5 years, AI will be everywhere. People will grab the boring things first, then they will go for the exciting things. Gant talks about his creation NSFW.js, an open source train model to help you catch indecent content. He and Chris discuss different applications for this technology.Next, the panel discusses where machine learning can be seen in everyday life, especially in big companies such as Google. They cite completing your sentences in an email for you as an example of machine learning. They talk about the ethics of machine learning, especially concerning security and personal data. They anticipate that the next problem is edge devices for AI, and this is where JavaScript really comes in, because security and privacy concerns require a developer mindset. They also believe that personal assistant devices, like those from Amazon and Google, will become even more personal through machine learning. They talk about some of the ways that personal assistant devices will improve through machine learning, such as recognizing your voice or understanding your accent. Their next topic of discussion is authenticity, and how computers are actually incredibly good at finding deep fakes. They discuss the practice of placing passed away people into movies as one of the applications of machine learning, and the ethics surrounding that. Since developers tend to be worried about inclusions, ethics, and the implications of things, Gant believes that these are the people he wants to have control over what AI is going to do to help build a more conscious data set. The show concludes with Gant talking about the resources to help you get started with machine learning. He is a panelist on upcoming DevChat show, Adventures in Machine Learning. He has worked with people with all kinds of skill sets and has found that it doesn’t matter how much you know, it matters how interested and passionate you are about learning. If you’re willing to put the pedal to the metal for at least a month, you can come out with a basic understanding. Chris and Gant talk about Tensorflow, which helps you take care of machine learning at a higher level for fast operations without calculus. Gant is working on putting together a course on Tensorflow. If you’re interested in machine learning, go to academy.infinite.red to sign up for Gant’s course. He also announces that they will be having a sale on Black Friday and Cyber Monday.Panelists
  • Christopher Buecheler
With special guest: Gant LabordeSponsorsLinks Follow DevChatTV on Facebook and Twitter PicksChristopher Buecheler:Gant Laborde: Free 5 day mini course on academy.infinite.red Special Guest: Gant Laborde.

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New Horizons in Web Development with Danny Moerkerke - JSJ 658

New Horizons in Web Development with Danny Moerkerke - JSJ 658

In today's jam-packed episode, Charles, AJ, and Dan, along with special guest Danny Moerkerke, a seasoned freelance JavaScript web developer from Amsterdam.  They dive deep into the fascinating world of web development, focusing on the capabilities and future of Progressive Web Apps (PWAs), comparing them to native apps, and discussing the technical intricacies involved.AJ shares his latest project on passkeys and the challenges of transitioning clients, while Dan gives us a glimpse into his social media habits and movie recommendations. Danny enlightens us with his experiences at IKEA and his passion for web components, PWAs, and crucial APIs like the Wake Lock and Background Sync.They explore the complex interplay between service workers, caching for offline functionality, and the barriers to widespread PWA adoption, particularly on iOS. Plus, they dive into practical applications of these technologies, from gaming to improving podcast accessibility for offline listening.So, tune in as they unravel the technical hurdles, share insightful demos, and debate the future of web and native app development. It's an episode packed with knowledge, practical advice, and a bit of fun along the way!SocialsLinkedIn: Danny MoerkerkeBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

19 Nov 20241h 27min

Structuring Node.js Applications: Event Loop, Metrics, and Efficient Processing Techniques

Structuring Node.js Applications: Event Loop, Metrics, and Efficient Processing Techniques

In this episode, they dive deep into the essential practices and principles for successful Node.js development.  AJ and Dan are joined by special guests Michael Dawson, James Snell, and Matteo Collina. They bring a wealth of expertise and experience to the table, discussing key topics like experimental tech with existing web standards, managing updates with LTS releases, and the fundamental pillars of Node.js, including the critical concept of "not blocking the event loop."They explore the consequences of blocking the event loop, real-world insights into performance issues, and the importance of efficient task handling. They also share their wisdom on utilizing multi-threading, scaling applications, best practices for dependency management, and the significance of regular updates to maintain security and performance.Additionally, they touch on some fascinating side discussions, such as AI's role in coding, the evolution of package management, and the importance of intentional coding practices. There's even a bit of personal insight with recommendations for exciting Netflix series and real-world anecdotes about Node.js conferences and testing frameworks.Join them as they unravel these topics and more, guiding you through advanced Node.js SocialsLinkedIn: James SnellLinkedIn: Michael DawsonLinkedIn: Matteo CollinaLinksThe Nine Node Pillars: 9  Principles for Doing Node.js Right in Enterprise EnvironmentsThe Nine Node Pillars | 9 principles for doing Node.js right in enterprise environments - YouTubePicksDan - Monsters: The Lyle and Erik Menendez StoryDan - The WordPress drama explainedMichael - bee-agent-frameworkJames - NodeConf EUBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

12 Nov 20241h 44min

Stimulus and Turbo in Web Development - JSJ 656

Stimulus and Turbo in Web Development - JSJ 656

Dive into the dynamic world of JavaScript frameworks with this week's episode of JavaScript Jabber! Join Charles, AJ, Dan and Steve as they explore Hotwire, Stimulus, and Turbo—tools that are transforming how developers build fast, responsive web applications. They discover the evolution from Turbo Links to Turbo Drive, learn how these technologies enhance page rendering speeds by updating only changed elements, and understand their seamless integration in Rails applications. The discussion also touches on practical implementations using Turbo frames and streams for efficient DOM manipulation. Additionally, they dive into the benefits of partial page updates for improved performance and talk about the insights into integrating Stimulus for fine-grained control over client-side interactions. They also explore the parallels between modern frameworks like React or Angular with traditional approaches.Tune in to uncover how you can leverage these tools to optimize your development workflow!SocialsLinkedIn: Charles WoodPicksAJ - The Fall Guy 4k + Extended CutAJ - Passkeys DemoBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

5 Nov 20241h 26min

Understanding, Confidence, and Humility in Web development - JSJ 655

Understanding, Confidence, and Humility in Web development - JSJ 655

29 Okt 20241h 19min

Exploring Local-First Applications and Data Synchronization Challenges: Part 1 - JSJ 654

Exploring Local-First Applications and Data Synchronization Challenges: Part 1 - JSJ 654

22 Okt 20241h 35min

Slaughtering Sacred Cows: Reconsidering Software Dev Truisms - JSJ 653

Slaughtering Sacred Cows: Reconsidering Software Dev Truisms - JSJ 653

Charles and Dan dive deep into the world of programming languages, development practices, and the trade-offs that shape our daily coding lives. Joining them is special guest Tomer Gabel, an experienced backend engineer, and consultant.In this episode, they unpack the productivity benefits and challenges of using Rails, deliberate on the pros and cons of dynamic languages, and explore the fascinating topic of convergent evolution in programming ecosystems. They also discuss TypeScript's value proposition, the intricacies of static typing, and the sometimes controversial principles of "clean code." Get ready for an engaging conversation packed with expert insights, practical advice, and a few surprising takeaways. Let’s get started!SponsorBlue HostSocialsLinkedIn: Tomer GabelBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

15 Okt 20241h 45min

Unlocking Vue and Nuxt Potential: New Tools, Best Practices, and more - JSJ 652

Unlocking Vue and Nuxt Potential: New Tools, Best Practices, and more - JSJ 652

In this episode, AJ and Steve dive deep into the world of Vue.js and API integration with a special guest, Daniel Kelly, a seasoned lead instructor at Vue School. this episode is packed with valuable discussions on using the useFetch Vue component for seamless API requests, navigating the challenges of migrating from Vue 2 to Vue 3, and embracing TypeScript for a more robust development experience.They also explore the impactful updates coming with Nuxt 4 and Vue 3.5, the benefits of Vue.js certifications for career growth, and how tools like Nitro and auto-import features in Nuxt 3 can enhance your development workflow. Plus, enjoy a range of recommendations from books and music to tech innovations and humorous dad jokes.So, whether you're a seasoned Vue developer or just starting, this episode offers something for everyone. Tune in, and  elevate your JavaScript journey!SocialsLinkedin: Daniel KellyPicksDaniel - Fairy TaleDaniel - Believe by Yellowcard Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

8 Okt 202458min

Interactive Coding Tutorials with Tomek Salkowski: Enhancing Developer Experiences - JSJ 651

Interactive Coding Tutorials with Tomek Salkowski: Enhancing Developer Experiences - JSJ 651

AJ and Steve dive deep into the world of interactive coding tutorials alongside guest, Tomek Sułkowski. They kick off with a brief chat about the weather before delving into Tomek's expertise in creating engaging and interactive tutorials—shedding light on everything from the history of coding tutorials to the technical wonders of web containers, brought to prominence by platforms like Stackblitz.They explore the innovative "tutorials kit dot dev," a revelatory tool for developers, and discuss the triumphs and challenges in building these interactive learning experiences. Plus, discover amazing tech insights from AJ, development updates from Tomek, and a whole lot more. SocialsLinkedIn: Tomek Sułkowski PicksAJ - Rocky Mountain ATVAJ - pg-essentialsAJ - SSH now has IncludeAJ - DeepSeek-Coder-v2Tomek - Component partyTomek - IconesBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

1 Okt 202457min

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