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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Episoder(725)

Exploring AI Impact on Code Generation and Quality Metrics - JSJ 618

Exploring AI Impact on Code Generation and Quality Metrics - JSJ 618

Conor Bronsdon is the host of the Dev Interrupted Podcast and currently works at LinearB. They dive into the world of generative AI tools in software development, exploring the impact, challenges, and potential benefits they present. They engage in a lively discussion about the use of AI tools like Copilot and the implications for code generation, team efficiency, and happiness. The conversation also touches on the concerns and considerations surrounding AI integration in coding, including compliance, quality, and intellectual property. Join them as they delve into the evolving landscape of AI in software development, the quest for improved developer experiences, and ethical considerations.SponsorsChuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs MembershipLinksDev InterruptedSocialsLinkedIn: Conor BronsdonConor BronsdonPicksAJ - Market Saturation = 98.9% - What Now?AJ - Mentour PilotAJ - Keychain Pin ToolAJ - Open AudibleConor - Feel-Good Productivity: How to Do More of What Matters to YouSupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

30 Jan 20241h 6min

Inside the World of React: Server Components, Unidirectional Data Flow, and Frameworks - JSJ 617

Inside the World of React: Server Components, Unidirectional Data Flow, and Frameworks - JSJ 617

Sam Selikoff is the founder of Build UI, Inc. They unpack a myriad of discussions surrounding JavaScript and its applications. They delve into topics such as RPC resurgence, React server components, and the challenges and solutions around integrating design and components. A variety of technical concepts, tools, and frameworks, including Tailwind, Redux, and Remix, are also explored. Additionally, the episode touches upon important mental health conversations, personal experiences, and the pitfalls of fragmented media subscriptions. SponsorsChuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs MembershipSocialsTwitter: @samselikoffPicksAJ - No BackendAJ - Home AssistantAJ - CloudFreeAJ - AmeriDroidAJ - Chaos WalkingDan - Blue Eye SamuraiDan - Samurai JackSam - Lessons in ChemistrySupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

23 Jan 20241h 22min

Streamlining AI Integration - JSJ 616

Streamlining AI Integration - JSJ 616

Ismail Pelaseyed is the co-founder of Superagent. They delve into the world of AI technology, open-source frameworks, and the practical applications of AI assistants. The conversation covers a range of topics, from the technical and philosophical differences between AI frameworks to the importance of user-facing UI components with the power of AI. They also talk about the practical use cases of Superagent, its potential impact on the AI industry, and the challenges and considerations surrounding the deployment and monetization of open-source projects.SponsorsChuck's Resume Template Raygun - Application Monitoring For Web & Mobile AppsBecome a Top 1% Dev with a Top End Devs MembershipLinksSuperagentSocialsLinkedIn: Ismail PelaseyedPicksAJ - His & Her BidetAJ - Ollama (Installer)AJ - Home AssistantAJ - Chaos Walking (Books)AJ - Market Saturation = 98.9% - What Now?AJ - Keychain Pin ToolCharles - Disney ChronologyCharles - once.comDan - PrometheusDan - Which one is the un-React?Ismail - Fargoismail - outlinesSupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

16 Jan 20241h 17min

Iterating on Open Source - JSJ 615

Iterating on Open Source - JSJ 615

Today the panel is discussing iterating on open source projects. Aimee and AJ recall a conversation they had in the past on this subject and AJ talks about some of his experience iterating with open source. AJ believes that we have an obligation to capture the value of what you create so that we can reinvest and create more value, though he admits that making money in open source is a unique challenge because donations only really work if you have a project that gets billions of downloads a month. As your project grows, it has to change in order to survive, and eventually you will need to get financial support from your project. The panel agrees that some of the main issues with iterating in open source are maintaining the code and getting feedback from users, financial backing, and roadmapping and integrations.The panel discusses their methods for getting feedback from their users. This feedback is valuable because it can show you things that you missed. They acknowledge that there can be conflicts of interest between those who only use the project and those who financially support it, and you have to make a choice. Unfortunately, someone is probably going to be inconvenienced no matter what choice you make. When making these decisions, you have to consider who it helps, who it frustrates, and who it may cause problems for. The panelists talk about different ways they’ve handled making these decisions in the past. The JavaScript experts talk about the importance of having data on your user base in order to make good choices for your users. They talk about different methods for notifying your users of upcoming changes and how it will affect compatibility, and some of the challenges with communicating with your users. AJ talks about an iteration he thought was a good idea but that a lot of people hated and how he noticed that the new users liked it but the old users did not. They panel agrees that people in general don’t like change. AJ talks about what he learned from this experience. Another common issue is integrating with other services. Integrating with cloud services, or at least giving people the option to integrate gives you an opportunity to reach more people and maintain the project long term. AJ gives some final thoughts to close the show, namely that most projects never go anywhere, and that’s ok. If you’ve got something that starts going somewhere, think early on about how you can better serve the community and remember that these people are mostly grateful and semi-willing to support you. He believes that if you are helping people create value, you deserve to see the fruits of your labor. He advises listeners to stay true to your open source ideals, think about your users perspective, and that the earlier you can think about this and make these choices, the better it is for your project SponsorsChuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs MembershipLinksHow-npm-am-iReactVue.jsLet’s EncryptAsync/awaitNodePicksAimee - Debug Like a NinjaSteve - Jack Ryan AJ - Why I, as a black man, attend KKK meetingsCharles - It’s a Wonderful LifeCharles - Mr. Kreuger’s ChristmasSupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

9 Jan 202457min

Dev Dilemmas: TypeScript Triumphs and Quirks of JavaScript Arrays - JSJ 614

Dev Dilemmas: TypeScript Triumphs and Quirks of JavaScript Arrays - JSJ 614

AJ, Charles, Dan, and Steve dive deep into all things JavaScript and TypeScript. In this episode, they discuss the pros and cons of arrow functions and the ongoing debate about using semicolons at the end of JavaScript statements. They also explore the use of different types of quotes for strings and the rise in popularity of TypeScript among developers. Additionally, they cover a wide range of topics, including array manipulation, coding laziness, and the challenges of reading and understanding JavaScript code. Join them as they navigate through these intriguing discussions and gather valuable insights for our development journey.SponsorsChuck's Resume Template Raygun - Application Monitoring For Web & Mobile AppsBecome a Top 1% Dev with a Top End Devs MembershipPicksAJ - Chaos Walking: The Complete Trilogy: Books 1-Charles - SaltconCharles - MysteriumDan - CatanDan - Documentary about the history of Zionism and the founding of Israel: "Pillar of Fire"Steve - How archaeologists reconstructed the burning of Jerusalem in 586 BCESupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

2 Jan 20241h 33min

The Future of Authentication in JavaScript: An Inside Look into Passport JS with Jared Hanson - JSJ 613

The Future of Authentication in JavaScript: An Inside Look into Passport JS with Jared Hanson - JSJ 613

Jared Hanson is a software engineer at Okta. In this episode, they delve into the world of authentication strategies, troubleshooting touchscreen frustrations, and exploring the evolution of web application technology. They touch on the challenges of secure authentication, the complexity of JavaScript type checking, and the intersection of security and usability in technologies like WebAuthn. Join us as they discuss their experiences with Passport JS, the potential of WebAuthn, the frustration with ongoing changes in browser technology, and much more. Tune in for an insightful discussion on cutting-edge trends in the JavaScript and Node.js ecosystems!SponsorsChuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs MembershipSocialsLinkedIn: Jared HansonTwitter: @jaredhansonPicksAJ - SQL <---> Types <---> JShttps://github.com/nettofarah/postgres-schema-tshttps://www.npmjs.com/package/ts-to-jsdochttps://jswithtypes.com/AJ - Creative T60 SpeakersAJ - HammerHead Metal Shower HeadAJ - Degrees of Comfort King Dual-Heated BlanketCharles - Risk Legacy | Board GameCharles - Ubiquiti: UniFi - IntroductionSteve - The DriveSteve - FigmaSupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

26 Des 20231h 19min

The Rise of No Code: A Deep Dive into Toddle's Revolutionary Web App Platform - JSJ 612

The Rise of No Code: A Deep Dive into Toddle's Revolutionary Web App Platform - JSJ 612

Andreas Møller is a software engineer and the creator of Toddle, a platform that lets you build web applications without traditional code. They dive into the world of web development and the exciting rise of no-code and low-code approaches. They discuss the power and complexity of Toddle, its unique visual programming language, and how it enables efficient web development. They talk about the nitty-gritty of visual programming and the complexities of version control, so stick around and join us for this deep dive into the ever-evolving world of web development.SponsorsChuck's Resume Template Raygun - Application Monitoring For Web & Mobile AppsMiroBecome a Top 1% Dev with a Top End Devs MembershipLinksToddle SocialsLinkedIn: Andreas MøllerPicksAJ - A Man Called OttoAJ - Jonathan BlowDan - Dan's tweet about Jesus being a Jew from JudeaDan - Lucky Hank TV showSupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

19 Des 20231h 21min

Monitoring Performance and Core Web Vitals ft. Bianca Grizhar and Sumitra Manga  - JSJ 611

Monitoring Performance and Core Web Vitals ft. Bianca Grizhar and Sumitra Manga - JSJ 611

Bianca and Sumitra from Raygun join the panel to talk about Core Web Vitals and how tools like Raygun can help keep tabs on and monitor your performance stats as you change your web application to get you better results on Google.SponsorsChuck's Resume Template MiroBecome a Top 1% Dev with a Top End Devs MembershipLinksCrUX and Core Web Vitals – What to Measure on the Web with Rick Viscomi – JSJ 486JSJ 477: Understanding Search Engines and SEO (for devs) – Part 2Opinionated Core Web Vitals – JSJ 495Twitter: Raygun ( @raygunio )LinkedIn: Bianca GrizharLinkedIn: Sumitra MangaPicksAJ- How to ADHD - YouTubeAJ- The Biggest Myth In Education - YouTubeAJ- Brave SearchAJ- GitHub | go-gitea/giteaBianca- How to monitor and optimize Core Web Vitals - YouTubeCharles- Level Up | Devchat.tvCharles- Rhythm of WarDan- Is our universe the only universe? - Brian Greene - YouTubeSumitra- Formula 1: Drive to SurviveSupport this podcast at — https://redcircle.com/javascript-jabber/donationsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/javascript-jabber--6102064/support.

12 Des 20231h 22min

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