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 Frontiers in Web Platform Development with Bruce Lawson - JSJ

New Frontiers in Web Platform Development with Bruce Lawson - JSJ

In this episode, they dive into the world of web development, featuring insightful discussions on the differences and costs associated with hiring React Native developers, the importance of understanding web standards and browser differences, and the ongoing efforts of the Open Web Advocacy organization. They share their experiences, concerns, and insights on Apple's impact on the open web, the EU's investigation into Apple's actions, and the implications of progressive web apps in light of Apple's policies. Join them as they unravel the complexities and controversies shaping the web development landscape, and explore the future of web app accessibility and competition across devices.SocialsLinkedIn: Bruce LawsonBruce LawsonPicksCharles - Harry Potter: Death Eaters Rising Charles - Vite | Next Generation Frontend ToolingDan - Barry Pollard | Google IODan - React Compiler: In-Depth Beyond React Conf 2024Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

4 Juni 20241h 19min

Building a Custom Front-end Framework - JSJ 633

Building a Custom Front-end Framework - JSJ 633

Zach Lankton is the Product Engineer at Signature Payments. They dive deep into the world of software development and tech innovations. In this episode, they explore a wide range of topics, the main focus is on ReZact, a cutting-edge front-end framework discussed by Zach, which shares similarities with React and Svelte. The conversation covers the framework's unique features, the challenges of customizing form inputs in the browser, and the value of leveraging native browser capabilities. Additionally, they delve into the concept of signals as a means of state management, the technical implementation of signals, and their benefits compared to other state management tools. And that's just scratching the surface! So, get ready to enrich your knowledge and dive into the latest trends in software development with this insightful discussion.SocialsLinkedIn: Zach L. PicksAJ - The Andromeda StrainZach - A Man in Full | Netflix Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

28 Maj 20241h 21min

Sentry's Impact on Web Vitals Understanding - JSJ 632

Sentry's Impact on Web Vitals Understanding - JSJ 632

Lazar Nikolov is a Full-stack engineer. They engage in a deep exploration of diverse subjects, from historical veracity and book recommendations to crucial insights on web performance monitoring tools. Join the esteemed panelists as they navigate the complexities of understanding historical events, reflect on significant global issues such as Holocaust Memorial Day and ongoing conflicts, and delve into the intricacies of improving website performance with cutting-edge tools like Sentry. Stay tuned for an insightful and thought-provoking discussion that combines expert analysis with real-world applications in the realm of development and technology.Sponsors"Testim, who makes an end to end testing tool"Chuck's Resume TemplateDeveloper Book ClubBecome a Top 1% Dev with a Top End Devs MembershipSocialsLinkedIn: Lazar NikolovGitHub: nikolovlazarBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

21 Maj 20241h 25min

Embracing Angular's Evolution with Santosh Yadav - JSJ 631

Embracing Angular's Evolution with Santosh Yadav - JSJ 631

Santosh Yadav is a Google Developer Expert for Angular. They dive into the world of JavaScript and development. The discussion centers around the topic of why Angular is considered the best framework, with insights from Santosh, Steve Edwards, and Charles Max Wood. They explore the history and evolution of Angular, its resurgence, and the recent improvements post-Angular 14. They also delve into Angular's migration process, state management options, and the future direction of the framework. Join them as they explore the technical aspects and practical implications of Angular in the development landscape. So, tune in and explore the world of Angular through the eyes of experienced developers.SponsorsChuck's Resume TemplateDeveloper Book ClubBecome a Top 1% Dev with a Top End Devs MembershipSocialsLinkedIn: Santosh YadavSantosh Yadav PicksCharles - The Crew: The Quest for Planet NineBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

7 Maj 20241h

Web3 with Nik Kalyani - JSJ 630

Web3 with Nik Kalyani - JSJ 630

Feel like you don’t know enough about Web3? Don’t worry, neither do we. That’s where these podcasts come in! In this new episode, the Jabberers sit down with Nik Kalyani, the founder of Decentology and overall Web3 expert. The gang discusses the “big D” of Web3 (and why you need to understand it), how Web3 changes the game for blockchain and the like, and how Web3 is going to make gaming bigger AND more lucrative.“For developers, Web3 equals a green field of opportunity!”- Nik KalyaniIn This Episode The “big D” that you NEED to know to understand Web3 (and why it’s about more than just the tech) The BIGGEST concern about Web2 that Web3 is trying to solve (and how it changes privacy for everyone) How to navigate NFTs, blockchain, and more buzzwords in Web3 The future of Java with Web3 (and why it’s easier than Web2!) How Web3 is changing the game for gamingSponsorsChuck's Resume TemplateDeveloper Book ClubBecome a Top 1% Dev with a Top End Devs MembershipPicksAJ- Genetically Modified Skeptic (Rational Atheist)AJ- AJ's Litmus Test (Contact me you're looking for work)Follow CoolAJ86 Live Streams: YouTube: https://youtube.com/coolaj86Twitch: https://twitch.tv/coolaj86Follow Beyond Code: YouTube: https://www.youtube.com/channel/UC2KJHARTj6KRpKzLU1sVxBATwitter: https://twitter.com/@_beyondcodeCharles- Wavelength | Board Game | BoardGameGeekCharles- Charles is Hiring! Charles- Best Tasting Protein Bars | BuiltBar.comNik- CATAN - CATANNik- Halt and Catch FireSteve- Twitter: Dad Jokes ( @Dadsaysjokes )Become a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

30 Apr 20241h 24min

From Learning New Languages to Learning New Technologies - JSJ 629

From Learning New Languages to Learning New Technologies - JSJ 629

Tony Alicea is a Udemy and Pluralsight Instructor. They delve into the crucial topic of understanding and mastering technology, featuring insightful discussions and experiences from our speakers. From the shift in focus from technical problems to effective communication and marketing to the significance of deeply understanding a system rather than just focusing on coding, they provide valuable perspectives on building strong foundations, navigating challenges, and staying current in the ever-evolving tech landscape. They also touch on the importance of curiosity, learning by doing, and the potential impact of AI-generated code. Join them as they explore the nuances of learning and understanding technology in this engaging and thought-provoking episode.SponsorsChuck's Resume TemplateDeveloper Book ClubBecome a Top 1% Dev with a Top End Devs MembershipLinks https://understandingreact.com (coupon code JSJABBER)https://thesmythgroup.comSocialsTony AliceaTwitter: @AnthonyPAliceaPicksCharles - DoomlingsCharles - FinchCharles - Training PeaksCharles - 75 HardDan - RipleyTony - Forbidden IslandTony - Tales from the LoopBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

23 Apr 20241h 33min

Unveiling Qwik and JavaScript Streamlining Web Development with Shai Reznik - JSJ 628 with Shai Reznik - JSJ 628

Unveiling Qwik and JavaScript Streamlining Web Development with Shai Reznik - JSJ 628 with Shai Reznik - JSJ 628

Shai Reznik is the Founder & CEO at HiRez.io and he is a Qwik Team Member. They dive deep into the world of web development with a focus on the Qwik framework and JavaScript streaming. They explore topics such as predictive buffering, Qwik Insight, automating tasks, optimizing user and developer experiences, and the challenges of large-scale JavaScript refactoring. With a blend of technical insights and personal experiences, they shed light on the evolution of web development and the future role of AI in frameworks like Qwik. This episode is packed with thought-provoking discussions, expert opinions, and valuable resources for developers aiming to stay at the cutting edge of web development. So buckle up and get ready for an insightful journey into the world of fast and efficient web development.SponsorsChuck's Resume TemplateDeveloper Book ClubBecome a Top 1% Dev with a Top End Devs MembershipSocialsLinkedIn: Shai ReznikPicksDan - My Daemon on NetflixShai - The Gentlemen on NetflixBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

14 Apr 20241h 21min

Svelte 5: Compiler, Signals, and Web App Performance - JSJ 627

Svelte 5: Compiler, Signals, and Web App Performance - JSJ 627

Rich Harris joins this week's episode. They dive deep into the world of web application performance, signals, and the capabilities of Svelte 5. Join them as they explore the innovative features of Svelte 5, its compiler capabilities, and its potential impact on application building. From discussing the fastest mainstream framework to drawing parallels with traditional compiler optimization modes, they leave no stone unturned in dissecting the advancements in Svelte 5. Stay tuned as they also explore topics like React server components, the controversy around embedding SQL in React components, and much more. SponsorsChuck's Resume TemplateDeveloper Book ClubBecome a Top 1% Dev with a Top End Devs MembershipSocialsGitHub: Rich HarrisPicksCharles - Sushi Go Party! | Board GameDan - "Rethinking reactivity" talk by Rich Harris from 2019Dan - I Care a Lot Dan - Saga of the Pliocene ExileBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

9 Apr 20241h 21min

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