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Michael Berk joins the adventure to discuss how he uses Machine Learning within the context of A/B testing features within applications and how to know when you have a viable test option for your setup. Panel Ben WilsonCharles Max Wood Guest Michael Berk Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links How to Find Weaknesses in your Machine Learning ModelsLinkedIn: Michael BerkMichael Berk - Medium Picks Ben- David Thorne BooksCharles- Shadow HunterCharles- Top End DevsCharles- Become an Author | Top End DevsCharles- Coaching | Top End DevsMichael- Stuart Russell Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Special Guest: Michael Berk.
The panel jumps in and discusses the Minimum Viable Continuous Deployment from the manifesto on the web and discuss where they agree and disagree with the requirements listed there and clarify some of the ideas in the document. Panel Charles Max WoodJillian RoweJonathan HallWill Button Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links Tiny DevOps Picks Charles- DigitalOceanCharles- Top End DevsCharles- Become an Author | Top End DevsCharles- Coaching | Top End DevsCharles- Viscounts of The West KingdomJillian- WEBTOONJonathan- Tiny DevOpsJonathan- HUGOWill- The Libby App Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Jillian: GitHub: Jillian Rowe ( jerowe )LinkedIn: Jillian RoweTwitter: Jillian Rowe ( @jillianerowe ) Contact Jonathan: Jonathan HallGitHub: Jonathan Hall ( flimzy )Twitter: Jonathan Hall ( @TinyDevOps ) Contact Will: DevOps For Developers
Kingsley Chijioke wrote an article breaking down the way that Ruby finds methods and determines which version of a method to run. The Rogues approach the internals of Ruby and discuss the implications of how this comes together and where the listeners may have seen this and point out any gotchas that arise. Panel Charles Max WoodDarren BroemmerDave KimuraLuke StuttersValentino Stoll Guest Kingsley Chijioke Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links Understanding Ruby Method LookupTwitter: Obinwanne ( @kinsomicrote ) Picks Charles- Coaching | Top End DevsCharles- The Laws of WealthDarren- Masters of DoomDarren- How this art school from 1919 has influenced Ruby on Rails?Dave- OctoPrintDave- Ruby on Rails 7.0Kingsley- The Art of Doing Science and Engineering Luke- GitHub | sferik/active_emojiLuke- GitHub | tom-lord/regexp-examplesValentino- Polyphony Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Darren: Twitter: Darren Broemmer ( @DarrenBroemmer ) Contact Dave: Ruby on Rails ScreencastsTwitter: Dave Kimura ( @kobaltz )GitHub: David Kimura ( kobaltz ) Contact John: Rock Agile ConsultingGitHub: John Epperson ( kirillian )LinkedIn: John Epperson Contact Luke: GitHub: Luke Stutters ( lukestuts ) Contact Valentino: Doximity Technology BlogWork @ DoximityGitHub: Valentino Stoll ( codenamev )Twitter: V ( @thecodenamev ) Special Guest: Kingsley Chijioke.
Tania Rascia joins the round up to discuss how to organize your code across files, directories, components, and repos within your React app. The panel chimes in with what they've seen and clarify how these approaches effect the overall application functionality of your app. Panel Jack HerringtonPaige NiedringhausTJ Vantoll Guest Tania Rascia Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links React Architecture: How to Structure and Organize a React Application | Tania RasciaBackends for Frontends pattern - Cloud Design Patterns | Microsoft DocsChakra UIFront End Tables: Sorting, Filtering, and Pagination | Tania RasciaTania RasciaTwitter: Tania Rascia ( @taniarascia ) Picks Jack- react-location - npmPaige - Newline.coPaige- Fullstack React with Typescript courseTania - NetlifyTJ - Edge Impulse Contact Jack: Jack Herrington – YouTubeBlue Collar CoderTwitter: Jack Herrington ( @jherr ) Contact Paige: Paige NiedringhausPaige Niedringhaus – MediumTwitter: Paige Niedringhaus ( @pniedri )GitHub: Paige Niedringhaus ( paigen11 ) Contact TJ: TJ VanToll's BlogProgress SoftwareKendoReactTwitter: TJ VanToll ( @tjvantoll ) Special Guest: Tania Rascia.
Kingsley Chijioke wrote an article breaking down the way that Ruby finds methods and determines which version of a method to run. The Rogues approach the internals of Ruby and discuss the implications of how this comes together and where the listeners may have seen this and point out any gotchas that arise. Panel Charles Max WoodDarren BroemmerDave KimuraLuke StuttersValentino Stoll Guest Kingsley Chijioke Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links Understanding Ruby Method LookupTwitter: Obinwanne ( @kinsomicrote ) Picks Charles- Coaching | Top End DevsCharles- The Laws of WealthDarren- Masters of DoomDarren- How this art school from 1919 has influenced Ruby on Rails?Dave- OctoPrintDave- Ruby on Rails 7.0Kingsley- The Art of Doing Science and Engineering Luke- GitHub | sferik/active_emojiLuke- GitHub | tom-lord/regexp-examplesValentino- Polyphony Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Darren: Twitter: Darren Broemmer ( @DarrenBroemmer ) Contact Dave: Ruby on Rails ScreencastsTwitter: Dave Kimura ( @kobaltz )GitHub: David Kimura ( kobaltz ) Contact John: Rock Agile ConsultingGitHub: John Epperson ( kirillian )LinkedIn: John Epperson Contact Luke: GitHub: Luke Stutters ( lukestuts ) Contact Valentino: Doximity Technology BlogWork @ DoximityGitHub: Valentino Stoll ( codenamev )Twitter: V ( @thecodenamev ) Special Guest: Kingsley Chijioke.
Assaf Krintza joins the JavaScript Jabber panel to discuss the various approaches and uses for state management in web applications. Some of the focus is on React, but many of the tools and approaches work in or have similar options in the other web frameworks. Panel AJ O'NealDan ShappirSteve Edwards Guest Assaf Krintza Sponsors Shortcut (formerly Clubhouse.io)Dev Influencers AcceleratorLevel Up | Devchat.tv Links LivecycleLinkedIn: Assaf Krintza Twitter: Assaf Krintza ( @krinssaf ) Picks AJ- Killers of the Flower MoonAJ- The Stormlight ArchiveAJ- The Lightbringer SeriesAssaf- Shadertoy BetaAssaf- Inigo Quilez - YouTubeDan- Dilvish, the DamnedDan- The Changing LandDan- Hobson's BrowserSteve- A Tunguska sized airburst destroyed Tall el-Hammam a Middle Bronze Age city in the Jordan Valley near the Dead SeaSteve- The wholly pun bible - InstagramSteve- The wholly pun bible - InstagramSteve- GitHub | elijahmanor/devpun Contact AJ: AJ ONealCoolAJ86 on GITBeyond Code BootcampBeyond Code Bootcamp | GitHubFollow Beyond Code Bootcamp | FacebookTwitter: Beyond Code Bootcamp ( @_beyondcode )coolaj86- Twitch Contact Dan: GitHub: Dan Shappir ( DanShappir )LinkedIn: Dan ShappirTwitter: Dan Shappir ( @DanShappir ) Contact Steve: Twitter: Steve Edwards ( @wonder95 )GitHub: Steve Edwards ( wonder95 )LinkedIn: Steve Edwards Special Guest: Assaf Krintza.
Azure has a lot of services, some of which don't get much fanfare. Azure Cognitive Services might be a service that you haven't heard much about but that has a lot of useful features. Sam Nasr joins us to look into some of their APIs including vision and speech. After that we talk about SQL Server FileTables for storing files and directories. Last but not least Sam tells us about his user group in Cleveland and how it has impacted his life and career. Have you used Azure Cognitive Services? Let us know on Twitter at @dotnet_Podcast. Panel Caleb WellsWai Liu Guest Sam Nasr Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links Sam NasrLinkedIn: Sam NasrTwitter: Sam Nasr ( @SamNasr ) Picks Caleb- MagiumSam- How I Built This with Guy Raz : NPRWai- Who is Daniel Johns? Contact Caleb: Caleb Wells CodesTwitter: Caleb Wells (@calebwellscodes)Linkedin: Caleb WellsFacebook: Caleb Wells Contact Wai: Linkedin: Wai LiuFacebook: Wai Liu Special Guest: Sam Nasr.
Lindsay and Steve talk with Máximo Mussini, avid Vite user and plugin creator, about his recent work on Îles, a new static site generation framework built on Vite and Vue. They discuss Máximo's journey into web development, and his work on the plugin ecosystem in Vite (such as Vite Ruby). They then dive into Îles: what it is, what problems it solves, and what it compares with. They also discuss the concept of “Islands Architecture” that was popularized by tools like Astro. Panel Lindsay WardellSteve Edwards Guest Máximo Mussini Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links îlesIslands ArchitectureMáximo MussiniTwitter: Máximo Mussini ( @MaximoMussini ) Picks Lindsay- The Expanse (9 book series)Lindsay- Babylon's Ashes, by James S.A. Corey | The StoryGraphLindsay- elm-css 17.0.1Máximo- GitHub - antfu/unocss: The instant on-demand atomic CSS engine Contact Lindsay: Twitter: Lindsay Wardell ( @lindsaykwardell ) Contact Steve: Twitter: Steve Edwards ( @wonder95 )GitHub: Steve Edwards ( wonder95 )LinkedIn: Steve Edwards Special Guest: Máximo Mussini.
Assaf Krintza joins the JavaScript Jabber panel to discuss the various approaches and uses for state management in web applications. Some of the focus is on React, but many of the tools and approaches work in or have similar options in the other web frameworks. Panel AJ O'NealDan ShappirSteve Edwards Guest Assaf Krintza Sponsors Shortcut (formerly Clubhouse.io)Dev Influencers AcceleratorLevel Up | Devchat.tv Links LivecycleLinkedIn: Assaf Krintza Twitter: Assaf Krintza ( @krinssaf ) Picks AJ- Killers of the Flower MoonAJ- The Stormlight ArchiveAJ- The Lightbringer SeriesAssaf- Shadertoy BetaAssaf- Inigo Quilez - YouTubeDan- Dilvish, the DamnedDan- The Changing LandDan- Hobson's BrowserSteve- A Tunguska sized airburst destroyed Tall el-Hammam a Middle Bronze Age city in the Jordan Valley near the Dead SeaSteve- The wholly pun bible - InstagramSteve- The wholly pun bible - InstagramSteve- GitHub | elijahmanor/devpun Contact AJ: AJ ONealCoolAJ86 on GITBeyond Code BootcampBeyond Code Bootcamp | GitHubFollow Beyond Code Bootcamp | FacebookTwitter: Beyond Code Bootcamp ( @_beyondcode )coolaj86- Twitch Contact Dan: GitHub: Dan Shappir ( DanShappir )LinkedIn: Dan ShappirTwitter: Dan Shappir ( @DanShappir ) Contact Steve: Twitter: Steve Edwards ( @wonder95 )GitHub: Steve Edwards ( wonder95 )LinkedIn: Steve Edwards Special Guest: Assaf Krintza.
Pier Paolo Ippolito joins the adventure to discuss some of the paradoxes or counterintuitive generalizations people make about their datasets. Ben, Chuck, and Pier dive into how to look at statistical data and how to identify trends in the data. Panel Ben WilsonCharles Max Wood Guest Pier Paolo Ippolito Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links Paradoxes in Data SciencePier Paolo IppolitoTwitter: Pier Paolo Ippolito( @Pier_Paolo_28 ) Picks Ben- Python Type Checking Charles- The 360 Degree LeaderCharles- Top End DevsCharles- Become An Author | Top End DevsCharles- Coaching | Top End DevsCharles- The Search for Planet X Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Special Guest: Pier Paolo Ippolito.
Tom Smykowski joins the adventure to discuss the VS Code plugin that he wrote to help people avoid some of the mistakes commonly made within Angular apps. The reminders appear inline in the editor. He also explains how to build VS Code extensions. 10% DISCOUNT: Summon The JSON Discount code: ADVENTURES Panel Charles Max Wood Guest Tom Smykowski Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links 8 Visual Studio Code Assistant rules for nasty Angular bugs | by Tomasz Smykowski | ITNEXT@Tomasz SmykowskiTwitter: Tom Smykowski ( @tomaszs2 ) Picks Charles- The 360 Degree LeaderCharles- Viscounts of The West Kingdom Charles- Top End DevsCharles- The Sword of ShannaraCharles- The Expanse (9 book series) Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Special Guest: Tomasz Smykowski.
Tom Smykowski joins the adventure to discuss the VS Code plugin that he wrote to help people avoid some of the mistakes commonly made within Angular apps. The reminders appear inline in the editor. He also explains how to build VS Code extensions. 10% DISCOUNT: Summon The JSON Discount code: ADVENTURES Panel Charles Max Wood Guest Tom Smykowski Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links 8 Visual Studio Code Assistant rules for nasty Angular bugs | by Tomasz Smykowski | ITNEXT@Tomasz SmykowskiTwitter: Tom Smykowski ( @tomaszs2 ) Picks Charles- The 360 Degree LeaderCharles- Viscounts of The West Kingdom Charles- Top End DevsCharles- The Sword of ShannaraCharles- The Expanse (9 book series) Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Special Guest: Tomasz Smykowski.
Abhinav Dhasmana joins the adventure to discuss how he got Kafka to scale to handle thousands of messages. He explains how to scale Kafka up and how to allow applications to scale with the messaging architecture provided by Kafka. Panel Jillian RoweJonathan HallShimon ToltsWill Button Guest Abhinav Dhasmana Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links How to setup Kafka cluster for 15K events per second on AWS using Docker | by Abhinav Dhasmana | ITNEXTAbhinav Dhasmana - MediumGitHub: Abhinav Dhasmana ( abhinavdhasmana )Twitter: Abhinav Dhasmana ( @ADhasmana ) Picks Abhinav Dhasmana- Twitter: Dr. Rhonda Patrick ( @foundmyfitness )Jillian- Lucy: The Beginnings of HumankindJillian- Data Science DeployedJonathan- LifespanJonathan- Veritasium - YouTubeShimon- The Launch Pad: Inside Y CombinatorShimon- GitHub | datreeio/datreeWill- The Linux Programming Interface Contact Jillian: GitHub: Jillian Rowe ( jerowe )LinkedIn: Jillian RoweTwitter: Jillian Rowe ( @jillianerowe ) Contact Jonathan: Jonathan HallGitHub: Jonathan Hall ( flimzy )Twitter: Jonathan Hall ( @TinyDevOps ) Contact Shimon: Shimon Tolts | AWS CommunityTwitter: Shimon Tolts ( @shimontolts ) Contact Will: DevOps For Developers Special Guest: Abhinav Dhasmana.
Ulysse Buonomo ran into an issue in the application he works on where the Heroku applications were taking up more and more memory. He began tracking down memory growth in the applications to keep the applications fast and keep the bills small. Panel Charles Max WoodDarren BroemmerJohn EppersonLuke StuttersValentino Stoll Guest Ulysse Buonomo Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links Tracking a Ruby memory leak in 2021My developer's notesKlaxit Tech Blog - MediumGitHub: Ulysse Buonomo ( BuonOmo ) Picks Charles- Caliban's War Charles- Lost Ruins of ArnakCharles- Steampunk RallyCharles- Coaching | Top End DevsDarren- Watch Squid Game | Netflix Official SiteDarren- Camaleon CMSJohn- CalendlyJohn- GeyserMCLuke- Ulysse 31Luke- Pitch PerfectLuke- SINATRA::COOKIESUlysse- Valentino- GitHub | amatsuda/routes_lazy_routesValentino- New tool: an nginx playgroundValentino- Multiplayer/Chat | Minecraft wiki Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Darren: Twitter: Darren Broemmer ( @DarrenBroemmer ) Contact John: Rock Agile ConsultingGitHub: John Epperson ( kirillian )LinkedIn: John Epperson Contact Luke: GitHub: Luke Stutters ( lukestuts ) Contact Valentino: Doximity Technology BlogWork @ DoximityGitHub: Valentino Stoll ( codenamev )Twitter: V ( @thecodenamev ) Special Guest: Ulysse Buonomo.
The panel puts their heads together to discuss the different skills and areas of interest they would like to spend time learning or would recommend that you spend time on this year as the holidays approach. Panel Jack HerringtonPaige NiedringhausTJ Vantoll Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links draw.ioGreenSock animationsTailwind CSS IntelliSense - Visual Studio MarketplaceRemote - SSH - Visual Studio MarketplaceWhat's Destroying My Yard? Pest Detection With Raspberry Pi - Hackster.io Picks Jack- Ponicode - Visual Studio MarketplacePaige- Bottomless - The First Smart Coffee SubscriptionTJ- Boiron Arnicare Gel Contact Jack: Jack Herrington – YouTubeBlue Collar CoderTwitter: Jack Herrington ( @jherr ) Contact Paige: Paige NiedringhausPaige Niedringhaus – MediumTwitter: Paige Niedringhaus ( @pniedri )GitHub: Paige Niedringhaus ( paigen11 ) Contact TJ: TJ VanToll's BlogProgress SoftwareKendoReactTwitter: TJ VanToll ( @tjvantoll )
Adi recently found a new job and Chuck has been going through the interview process. So, the panel hop on the show to discuss the current job market, what they've experienced as job candidates and provide ideas and feedback for both hiring companies and job candidates. Panel Adi IyengarAllen WymaCharles Max Wood Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Picks Adi- Software Developer | theScoreAdi- Simplebet - Software EngineerAdi- Brian Samela (Elixir Tech Recruiter) | LinkedInAdi- Howard Rosenzweig (Elixir Tech Recruiter) | LinkedIn Adi- Adi Iyengar | LinkedInAllen- Galaxy Z Fold3 5G 512GB (Unlocked) in Black | Price & Deals | Samsung USCharles- Top End DevsCharles- Viscounts of the West Kingdom Contact Adi: Adi Iyengar – The Bug CatcherGitHub: Adi Iyengar ( thebugcatcher )Twitter: Adi Iyengar ( @lebugcatcher ) Contact Allen: Plangora Plangora LimitedPlangora – YouTubePlangora | FacebookTech_Plangora Limited_Elixir | InstagramTwitter: Plangora ( @Plangora )LinkedIn: Plangora – Web and Mobile DevelopmentPlangora – Reddit Flying High With Flutter Flying High With FlutterFlying High with Flutter – YouTubeFlying High with Flutter | FacebookFlying High With Flutter | InstagramTwitter: Flying High with Flutter ( @fhwflutter ) Teach Me Code Teach Me CodeTeach Me Code | FacebookTeachMeCode | Instagram Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv )
Ulysse Buonomo ran into an issue in the application he works on where the Heroku applications were taking up more and more memory. He began tracking down memory growth in the applications to keep the applications fast and keep the bills small. Panel Charles Max WoodDarren BroemmerJohn EppersonLuke StuttersValentino Stoll Guest Ulysse Buonomo Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links Tracking a Ruby memory leak in 2021My developer's notesKlaxit Tech Blog - MediumGitHub: Ulysse Buonomo ( BuonOmo ) Picks Charles- Caliban's War Charles- Lost Ruins of ArnakCharles- Steampunk RallyCharles- Coaching | Top End DevsDarren- Watch Squid Game | Netflix Official SiteDarren- Camaleon CMSJohn- CalendlyJohn- GeyserMCLuke- Ulysse 31Luke- Pitch PerfectLuke- SINATRA::COOKIESUlysse- Valentino- GitHub | amatsuda/routes_lazy_routesValentino- New tool: an nginx playgroundValentino- Multiplayer/Chat | Minecraft wiki Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Darren: Twitter: Darren Broemmer ( @DarrenBroemmer ) Contact John: Rock Agile ConsultingGitHub: John Epperson ( kirillian )LinkedIn: John Epperson Contact Luke: GitHub: Luke Stutters ( lukestuts ) Contact Valentino: Doximity Technology BlogWork @ DoximityGitHub: Valentino Stoll ( codenamev )Twitter: V ( @thecodenamev ) Special Guest: Ulysse Buonomo.
Lindsay and Steve talk with Martin Malinda about building performant Vue apps. They discuss his article on building a lazy loading component, and explore browser APIs like requestIdleCallback and intersectionObserver. They end with some general guidance on how to build performant websites. Panel Lindsay WardellSteve Edwards Guest Martin Malinda Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links rendering in Vue to improve performanceMartin Malinda - MediumTwitter: Martin Malinda ( @martinmalindacz ) Picks Martin- Manta Sleep MaskLindsay- Home | PerfBuddyLindsay- Reimagine Atomic CSS Contact Lindsay: Twitter: Lindsay Wardell ( @lindsaykwardell ) Contact Steve: Twitter: Steve Edwards ( @wonder95 )GitHub: Steve Edwards ( wonder95 )LinkedIn: Steve Edwards Special Guest: Martin Malinda.
Ian Johnson is a former Google UX engineer and data visualization engineer with ObservableHQ building data visualizations with JavaScript. He works on both the tools and the visualizations built with D3 on the web. He discusses how to use tools like D3 to tell a story using your data. Panel Dan ShappirSteve Edwards Guest Ian Johnson Sponsors Shortcut (formerly Clubhouse.io)Raygun | Click here to get started on your free 14-day trialDev Influencers Accelerator Links ObservableDrawing with DataScales / Observable PlotTwitter: Ian Johnson ( @enjalot ) Picks Dan- Apple's Browser Engine Ban Is Holding Back Web App Innovation – The New StackIan- Bret Victor, beast of burdenIan- For ExampleIan- Bret Victor - Inventing on Principle - YouTubeSteve- Dad Jokes on InstagramSteve- Dad Jokes by Pubity Contact Dan: GitHub: Dan Shappir ( DanShappir )LinkedIn: Dan ShappirTwitter: Dan Shappir ( @DanShappir ) Contact Steve: Twitter: Steve Edwards ( @wonder95 )GitHub: Steve Edwards ( wonder95 )LinkedIn: Steve Edwards Special Guest: Ian Johnson.
Ian Johnson is a former Google UX engineer and data visualization engineer with ObservableHQ building data visualizations with JavaScript. He works on both the tools and the visualizations built with D3 on the web. He discusses how to use tools like D3 to tell a story using your data. Panel Dan ShappirSteve Edwards Guest Ian Johnson Sponsors Shortcut (formerly Clubhouse.io)Raygun | Click here to get started on your free 14-day trialDev Influencers Accelerator Links ObservableDrawing with DataScales / Observable PlotTwitter: Ian Johnson ( @enjalot ) Picks Dan- Apple's Browser Engine Ban Is Holding Back Web App Innovation – The New StackIan- Bret Victor, beast of burdenIan- For ExampleIan- Bret Victor - Inventing on Principle - YouTubeSteve- Dad Jokes on InstagramSteve- Dad Jokes by Pubity Contact Dan: GitHub: Dan Shappir ( DanShappir )LinkedIn: Dan ShappirTwitter: Dan Shappir ( @DanShappir ) Contact Steve: Twitter: Steve Edwards ( @wonder95 )GitHub: Steve Edwards ( wonder95 )LinkedIn: Steve Edwards Special Guest: Ian Johnson.
Alexandre Malavasi walks us through Blazor WebAssembly and explains the journey and evolution of the framework to this current point and future state with the upcoming .NET 6 release. We also discuss WebAssembly more generally and its possible impact for other Single Page App frameworks in the future. Panel Shawn ClaboughWai Liu Guest Alexandre Malavasi Sponsors Dev Influencers AcceleratorRaygun | Click here to get started on your free 14-day trialLevel Up | Devchat.tv Links Alexandre Malavasi - MediumLinkedIn: Alexandre Malavasi Twitter: Alexandre Malavasi ( @alemalavasi ) Picks Alex- DRAGON BALL OFFICIAL SITEShawn- Govee WiFi Water SensorWai- ACT ROCKS Contact Wai: Linkedin: Wai LiuFacebook: Wai Liu Contact Shawn Twitter: Shawn Clabough (DotNetSuperhero) Special Guest: Alexandre Malavasi.
The panel jumps in to attempt to break your mental build regarding testing your ML Ops. They advocate for good testing practices around your code and systems and discuss how you can reliable test the various parts of your applications including your Machine Learning models. Panel Ben WilsonCharles Max WoodFrancois Bertrand Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Picks Ben- The Boston Housing DatasetCharles- Coaching | Top End DevsCharles- The 360 Degree LeaderCharles- The Laws of Wealth: Psychology and the Secret to Investing Success Francois- Dune Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz
Will and Jonathan jump in this week to discuss how to get started with a career in DevOps and how companies can get things started at your company with DevOps. They discuss the pitfalls of outsourcing your devops and how DevOps should be working within your application space and within your organization. Panel Jonathan HallWill Button Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Picks Jonathan- How to learn DevOps - Jonathan HallWill- Until the End of TimeWill- Are Dockerfiles good enough? Contact Jonathan: Jonathan HallGitHub: Jonathan Hall ( flimzy )Twitter: Jonathan Hall ( @TinyDevOps ) Contact Will: DevOps For Developers
Arkadiusz Plichta joins the adventure to discuss how he built a system that tracks BitCoin value using GenServers. He explains the architecture of his application and the story behind why he built this particular application. Then the panel dives in to help explain how you can use GenServers for ongoing services like this one. Panel Adi IyengarAllen WymaCharles Max WoodSascha Wolf Guest Arkadiusz Plichta Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links Twitter: Arkadiusz Plichta ( @el_pikel )Using LiveView and GenServers to track BTC priceTesting GenServers with Erlang TraceTesting Elixir: Effective and Robust Testing for Elixir and its Ecosystem Picks Adi- Code BEAM America 2021Adi- To work with Adi, reach out to him at: aditya7iyengar@gmail.comAllen- Stuff You Should Know (Podcast)Arkadiusz- LOOK MUM NO COMPUTER (YouTube Channel)Charles- Top End DevsCharles- Top End Devs / AuthorCharles- The 360 Degree Leader: Developing Your Influence from Anywhere in the OrganizationSascha- CGPGrey- YouTube Contact Adi: Adi Iyengar – The Bug CatcherGitHub: Adi Iyengar ( thebugcatcher )Twitter: Adi Iyengar ( @lebugcatcher ) Contact Allen: Plangora Plangora LimitedPlangora – YouTubePlangora | FacebookTech_Plangora Limited_Elixir | InstagramTwitter: Plangora ( @Plangora )LinkedIn: Plangora – Web and Mobile DevelopmentPlangora – Reddit Flying High With Flutter Flying High With FlutterFlying High with Flutter – YouTubeFlying High with Flutter | FacebookFlying High With Flutter | InstagramTwitter: Flying High with Flutter ( @fhwflutter ) Teach Me Code Teach Me CodeTeach Me Code | FacebookTeachMeCode | Instagram Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Sascha: Sascha Wolf Special Guest: Arkadiusz Plichta.
Jorge Manrubia is a Security developer at BaseCamp. He discusses the encryption features added in Ruby on Rails and explains where they fit into the ecosystem for Hey.com. The panel jumps in to help discover how to help raise the privacy bar for your Ruby on Rails applications to protect personal and private information. Panel Darren BroemmerJohn EppersonValentino Stoll Guest Jorge Manrubia Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links GitHub | attr-encrypted/attr_encryptedThings to consider before using attr_encryptedOpenSSL::CipherGitHub | chaps-io/public_activityJorge ManrubiaJorge ManrubiaGitHub: Jorge Manrubia ( jorgemanrubia )Twitter: Jorge Manrubia ( @jorgemanru ) Picks Darren- More Ruby MagicDarren- Java Creator James Gosling InterviewJohn- CalendlyJohn- GitHub | chaps-io/public_activityJorge- GitHub | whitequark/parserValentino- MJML, a parser, and a template engine for Ruby - Isabelle LafontValentino- If you maintain open source software as part of a team, we'd like to give you free @tuple for life!Valentino- GitHub | codenamev/.pryrc Contact Darren: Twitter: Darren Broemmer ( @DarrenBroemmer ) Contact John: Rock Agile ConsultingGitHub: John Epperson ( kirillian )LinkedIn: John Epperson Contact Valentino: Doximity Technology BlogWork @ DoximityGitHub: Valentino Stoll ( codenamev )Twitter: V ( @thecodenamev ) Special Guest: Jorge Manrubia.
Jorge Manrubia is a Security developer at BaseCamp. He discusses the encryption features added in Ruby on Rails and explains where they fit into the ecosystem for Hey.com. The panel jumps in to help discover how to help raise the privacy bar for your Ruby on Rails applications to protect personal and private information. Panel Darren BroemmerJohn EppersonValentino Stoll Guest Jorge Manrubia Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links GitHub | attr-encrypted/attr_encryptedThings to consider before using attr_encryptedOpenSSL::CipherGitHub | chaps-io/public_activityJorge ManrubiaJorge ManrubiaGitHub: Jorge Manrubia ( jorgemanrubia )Twitter: Jorge Manrubia ( @jorgemanru ) Picks Darren- More Ruby MagicDarren- Java Creator James Gosling InterviewJohn- CalendlyJohn- GitHub | chaps-io/public_activityJorge- GitHub | whitequark/parserValentino- MJML, a parser, and a template engine for Ruby - Isabelle LafontValentino- If you maintain open source software as part of a team, we'd like to give you free @tuple for life!Valentino- GitHub | codenamev/.pryrc Contact Darren: Twitter: Darren Broemmer ( @DarrenBroemmer ) Contact John: Rock Agile ConsultingGitHub: John Epperson ( kirillian )LinkedIn: John Epperson Contact Valentino: Doximity Technology BlogWork @ DoximityGitHub: Valentino Stoll ( codenamev )Twitter: V ( @thecodenamev ) Special Guest: Jorge Manrubia.
Ahmad Mustafa Anis joins the adventure to discuss how he deploys his Machine Learning models using FastAPI. FastAPI is a system for connecting and running Python programs. If your model is built in Python, you can use FastAPI to deploy to Heroku or similar services. Panel Ben WilsonCharles Max WoodFrancois Bertrand Guest Ahmad Mustafa Anis Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links How to deploy Machine Learning/Deep Learning models to the webMachine Learning Guide PodcastAhmad Anis, Author at cnvrgAhmad Anis - KDnuggetsLinkedIn: Ahmad AnisGitHub: Ahmad Mustafa Anis ( ahmadmustafaanis ) Twitter: Ahmad Mustafa Anis ( @AhmadMustafaAn1 ) Picks Ahmad- Deep Learning for Coders with Fastai and PyTorchBen- Arcadia: A NovelCharles- JSJ 278 Machine Learning with Tyler RenelleCharles- X: Multiply Your God-Given Potential Charles- The Art of Impossible: A Peak Performance Primer Charles- Lost Ruins of ArnakCharles- Steampunk Rally Charles- Gods Love Dinosaurs Francois- Will and Vision: How Latecomers Grow to Dominate Markets Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Ahmad Mustafa Anis.
Emeli Dral and Elena Samuylova joins the Adventure to discuss the tools they have built to monitor data quality to determine where data problems occur, what they mean, and how to fix them. Panel Ben WilsonFrancois Bertrand Guest Elena SamuylovaEmeli Dral Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links Evidently AIWhen to Retrain an Machine Learning Model? Run these 5 checks to decide on the scheduleGitHub | evidentlyai/evidentlyLinkedIn: Elena SamuylovaTwitter: Elena Samuylova ( @elenasamuylova )LinkedIn: Emeli DralTwitter: Emeli Dral ( @EmeliDral ) Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guests: Elena Samuylova and Emeli Dral.
Demetrios Brinkmann joins the adventure to discuss how he build and supports the MLOps Slack community and online meetups. He goes into the community, moderation, running meetups, sponsorships, and much more. Panel Ben WilsonCharles Max WoodFrancois Bertrand Guest Demetrios Brinkmann Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links MLOps CommunityTwitter: mlopscommunity ( @mlopscommunity )LinkedIn: Demetrios BrinkmannTwitter: Demetrios ( @Dpbrinkm ) Picks Ben- MLFlowCharles- Tribe of MillionairesCharles- Top End DevsDemetrios- Make Noise: A Creator's Guide to Podcasting and Great Audio StorytellingDemetrios- Out on the WireDemetrios- Radiolab: Podcasts Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Demetrios Brinkmann.
Conor Murphy joins the adventure to explain how he approaches new problems from customers at databricks and how he helps customers see their way past issues with their current solutions to get the outcomes they want. Panel Ben WilsonCharles Max WoodFrancois Bertrand Guest Conor Murphy Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links A dose of awe from the bleeding edge of neuroscience, AI and philosophyLinkedIn: Conor B. MurphyInstagram: Conor B Murphy ( conorbmurphy ) Picks Ben- ArjanCodes - YouTubeCharles- PodcastBootcamp.ioCharles- Masters of DoomCharles- How to Make Sh*t HappenCharles- Tribe of MillionairesConor- The Art of ImpossibleCharles- The Road Back to YouConor- ScaleFrancois- Favro Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Conor Murphy.
Antonio Alegria is the head of AI at Outsystems. He leads the effort to find ways to use AI to augment people's experience building software. He joins in to talk about how Outsystems approaches exploring and implementingAI to make the lifecycle of software development easier. Panel Ben WilsonFrancois Bertrand Guest Antonio Alegria Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links A.I., Machine Learning Job Opportunities: What the Experts ThinkAI In Code Series: OutSystems - AI drives developer navigation, automation & validationThe Role of AI Within Low-Code DevelopmentHow to Become an AI Driven Organization + Using Prebuilt AI Tools to Get Started | OutSystemsOutsystems: Revolutionizing App Development for the EnterpriseAntónio Alegria, Outsystems | Outsystems NextStep 2020 - YouTubeAugmenting The Work of OutSystems Developers With AI-Assisted DevelopmentOutSystems Update: AI and Machine Learning for Application DevelopmentLinkedIn: OutSystemsTwitter: OutSystems ( @OutSystems )LinkedIn: Antonio AlegriaTwitter: Antonio Alegria ( @antonioalegria ) Picks Antonio- Tesla AI DayBen- ZenMLFrancois- 7 habits of highly effective people Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Antonio Alegria.
Slater Victoroff joins the Adventure to discuss mutli-modal AI and machine teaching with the panel. He starts out explaining what multi-modal AI is and how it works. The conversation goes deep before veering into Machine Teaching. Panel Ben WilsonFrancois Bertrand Guest Slater Victoroff Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links LinkedIn: Slater Victoroff Twitter: Slater Victoroff ( @sl8rv ) Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Slater Victoroff.
Sydney Lai joins the Adventure to discuss how she and her colleagues build AI assisted features for developers and how that they handle scenarios that they can't always plan for. Panel Ben WilsonCharles Max Wood Guest Sydney Lai Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links Developer Community | OutSystemsSoftware Downloads | OutSystemsTwitter: Sydney Lai ( @sydneylai ) Picks Ben- VeritasiumCharles- PodcastBootcamp.ioCharles- Top End DevsCharles- The ChosenSydney- Michael Pollan Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Special Guest: Sydney Lai .
Sandeep Uttamchandani joins the Adventure to discuss the relationships between Data Science and Machine Learning. He walks through the ways you should set up, manage, and consider the data you use to build and train your Machine Learning systems to get the outcomes that you want. Panel Ben WilsonCharles Max Wood Guest Sandeep Uttamchandani Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links 98 things that can go wrong in an ML projectThe Self-Service Data RoadmapHow to build a unicorn AI team without unicornsFor Successful AI Projects, Celebrate Your GraveyardData for HumanityFor successful AI projects, celebrate your graveyard and be prepared to fail fastSandeep Uttamchandani - MediumSandeep Uttamchandani, Ph.D.Twitter: Sandeep Uttamchandan ( @sandeepu ) Picks Ben- The Self-Service Data RoadmapCharles- Level Up | Devchat.tvCharles- Big Rock Candy Mountain Resort Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Special Guest: Sandeep Uttamchandani.
Alexey Grigorev joins the Adventure to discuss how software engineers can begin making the transition from Software Engineer to Data Scientist in their career. Ben Wilson also gets asked about this frequently and chimes in with his experience. Panel Charles Max WoodBen WilsonFrancois Bertrand Guest Alexey Grigorev Sponsors Dev Influencers Accelerator Links From Software Engineering to Machine LearningMachine Learning ZoomcampDatatalks.ClubLinkedIn: Alexey Grigorev Twitter: Alexey Grigorev ( @Al_Grigor ) Picks Alexey- Running from ComplexityBen- Machine Learning BookcampCharles- Devchat.tv/levelupFrancois- Cozy Fall Coffee Shop Ambience - YouTube Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Alexey Grigorev.
Mark Ryan is our first returning guest to the Adventure. He has created a video series for Manning showing how to use Machine Learning for Tabular data. He walks Ben Wilson through the ins and outs of applying Deep Learning to tabular data sets and the how to find instances where this practice might be the right solution. Panel Ben Wilson Guest Mark Ryan Sponsors Dev Influencers Accelerator Links Deep Learning with Structured Data | ManningPrepare Tabular Data | ManningMark Ryan - YouTubeGitHub: Mark Ryan ( ryanmark1867 )Twitter: Mark Ryan ( @MarkRyanMkm ) Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Special Guest: Mark Ryan.
Ekrem Aksoy joins the adventure to discuss transformers and the method of helping Machine Learning algorithms focus on the important parts of an image to determine what to do. Panel Ben Wilson Charles Max Wood Daniel Svoboda Francois Bertrand Guest Ekrem Aksoy Sponsors Dev Influencers Accelerator Links Attention to Transformers Attention in the Human Brain and Its Applications in ML See, Attend and Brake: An Attention-based Saliency Map Prediction Model for End-to-End Driving Ekrem Aksoy - Medium Ekrem Aksoy, PhD - Gradient LinkedIn: Ekrem Aksoy Picks Ben- Read all the blog posts in this episode Charles- Accounting software | Xero Charles- The Prosperous Coach Daniel- Debt - Updated and Expanded: The First 5,000 Years Ekrem- The Book of Why: The New Science of Cause and Effect Ekrem- Attention in Psychology, Neuroscience, and Machine Learning Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz
Ben Wilson explains the recent developments at DataBricks with their Machine Learning mentorship program for some of their experts. He talks about his approach to helping the Data Scientists and Developers he's mentoring to understand Machine Learning more deeply and gives advice on how others could and should drive their career forward with Machine Learning. Panel Ben Wilson Charles Max Wood Daniel Svoboda Sponsors Dev Influencers Accelerator Picks Ben- Exploring HD music on Amazon Prime Charles- 50 Grilled Cheese Charles- The Prosperous Coach Charles- Kajabi Daniel- Debt - Updated and Expanded: The First 5,000 Years Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv )
Laszlo Sragner joins the adventure to discuss how to make your machine learning approach production ready. The discussion ranges through code quality and how to build and manage your models to keep them production ready and delivering the outcomes you're looking for. Panel Ben Wilson Charles Max Wood Francois Bertrand Guest Laszlo Sragner Sponsors Dev Influencers Accelerator Links Laszlo's Newsletter How to solve Machine Learning problems for production? (Part 1) How to solve Machine Learning problems for production? (Part 2) Need for Speed: Why High Quality Code Matters in Data Science LinkedIn: Laszlo Sragner Picks Ben- Laszlo's Newsletter Charles- The Ruthless Elimination of Hurry Charles- Atlas Shrugged Charles- Oathbringer Charles- Strava Francois- Audible Laszlo- Software Engineering at Google Laszlo- Move Fast and Break Things Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz
Ville Tuulos is a former Netflix data scientist and engineer who now helps people manage their data pipelines. He's the author of Effective Data Science Infrastructure from Manning publishing and the creator of the Metaflow system for managing data pipelines. He explains how to think about data and how to plan out how to gather, manage, and transform your data using a system like Metaflow. Panel Ben Wilson Charles Max Wood Francois Bertrand Guest Ville Tuulos Sponsors Dev Influencers Accelerator Links Metaflow LinkedIn: Ville Tuulos Twitter: Ville Tuulos ( @vtuulos ) Picks Ben- Databricks Feature Store Charles- Atlas Shrugged Charles- 2 C clamps and a 2x6” board for clamping monitor arms Charles- DevOps in BioInformatics with Jillian Rowe – DevOps 074 | Devchat.tv Francois- Lucidchart Ville- Weather API Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz
The conversation starts out asking what’s coming down the pipeline for the Machine Learning community. Ben explains why it’s hard to predict and leads the conversation into what the challenges really are in Machine Learning and the movements across the field to make it more clear on how to get value from your ML setup. Panel Ben Wilson Charles Max Wood Francois Bertrand Sponsors Dev Influencers Accelerator Picks Ben- Optuna Ben- GitHub | optuna/optuna Charles- DigitalOcean Charles- Napoleon Hill's Outwitting the Devil Charles- Dev Influencers | Devchat.tv Francois- Discord Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz
In this episode we talk with Serhii Maksymenko about how to scale video processing with DL frameworks. From buffered asynchronous processing to how to get started with projects of this complexity, Serhii discusses his project work and unique take on how to build these systems without breaking the bank. Panel Ben Wilson Charles Max Wood Francois Bertrand Guest Serhii Maksymenko Sponsors Dev Influencers Accelerator Links Deep Learning-based Real-time Video Processing LinkedIn: Serhii Maksymenko Picks Ben- MLOps Community Ben- Hands-on Scala Programming Ben- Sixteen Different Flavours of Hell Charles- Who Now How Charles- Masters Swim Team Charles- As a Man Thinketh Charles- Psycho-Cybernetics Francois- Featuretools Francois- Comet Serhii- Atomic Habits Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz
Chuck dives into the 3 essentials for getting the next successful outcome you want in your career. Whether that's something simple like a raise or something more complex like going freelance, you can achieve it by working on 3 main areas. First, building skills. The most obvious type of skills you'll need is technical skills. However, don't neglect your people skills and your organizational skills as well since you're often paid for how you work with people and enhance their work and how you put your work together in the most efficient ways. Second, building relationships. Often other people will be able to help you find the opportunities or will be the ones to make the decisions that impact your ability to get the outcome you want. Having good relationships is key to having good outcomes. Third, building recognition. Being known for being valuable in important ways allows you to leverage the skills you have to build better relationships and create opportunities to get what you need to get the outcomes you want by giving people what they want. A podcast is a great way to do all three. Chuck explains exactly how that works in this podcast and goes deeper as part of the Dev Influencers Accelerator. Panel Charles Max Wood
Chuck dives into the 3 essentials for getting the next successful outcome you want in your career. Whether that's something simple like a raise or something more complex like going freelance, you can achieve it by working on 3 main areas. First, building skills. The most obvious type of skills you'll need is technical skills. However, don't neglect your people skills and your organizational skills as well since you're often paid for how you work with people and enhance their work and how you put your work together in the most efficient ways. Second, building relationships. Often other people will be able to help you find the opportunities or will be the ones to make the decisions that impact your ability to get the outcome you want. Having good relationships is key to having good outcomes. Third, building recognition. Being known for being valuable in important ways allows you to leverage the skills you have to build better relationships and create opportunities to get what you need to get the outcomes you want by giving people what they want. A podcast is a great way to do all three. Chuck explains exactly how that works in this podcast and goes deeper as part of the Dev Influencers Accelerator. Panel Charles Max Wood Sponsors Dev Influencers Accelerator
Michael Galarnyk is a Developer Relations at AnyScale and has nearly 10,000 follows on Medium. He joins the adventure to walk Chuck through how he's parallelized the training of his Machine Learning models on multi-core machines. He also walks Chuck through the ins and outs of being in Developer Relations. Panel Charles Max Wood Guest Michael Galarnyk Sponsors Dev Influencers Accelerator Links Speeding up Scikit-Learn Model Training How to Build a Data Science Portfolio Michael Galarnyk - Medium Twitter: Michael Galarnyk ( @GalarnykMichael ) LinkedIn: Michael Galarnyk Picks Charles- Words of Radiance: Stormlight Archive Charles- Buying cars on local classifieds Michael- The Cost of Financing a Car (Car Loans) Michael- Success is an Iceberg (we all fail sometimes) Michael- Destiny's Crucible | Olan Thorensen Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv )
Derrick Mwiti joins the adventure to discuss the various tools you can use to jumpstart your Machine Learning adventure. He walks through several frameworks for Machine Learning and points out several Tensorflow extensions that will make your Machine Learning models better and your understanding of what is going on easier. He and Chuck walk through each one and highlight when and why you'd want to use them. Panel Charles Max Wood Guest Derrick Mwiti Sponsors Dev Influencers Accelerator Links The Best Machine Learning Frameworks & Extensions for TensorFlow Derrick Mwiti Derrick Mwiti | Data Scientist | Author | Mentor | Udemy Twitter: Derrick Mwiti ( @_mwitiderrick ) LinkedIn: Derrick Mwiti Picks Charles- Who Not How Charles- Fanatical Prospecting Charles- Hunting Hitler Derrick- Purple Cow: Transform Your Business by Being Remarkable Derrick- This Is Marketing: You Can't Be Seen Until You Learn to See Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv )
Qingquan Song is a member of the AutoKeras team and recent Phd graduate from Texas A&M University. He co-authored the Automated Machine Learning book from Manning publishing and joins the adventure to explain automated machine learning and how it can be used to set up and to refine machine learning models. He also dives into how to use the tools that exist to take advantage of the techniques it offers. Panel Charles Max Wood Guest Qingquan Song Sponsors Dev Influencers Accelerator Links Automated Machine Learning in Action Haifeng Jin's Blog Xia Ben Hu, Texas A&M University AutoKeras About me - Qingquan Song LinkedIn: Qingquan Song Picks Charles- Who Not How Charles- Ruby Rogues | Devchat.tv Charles- Encourage people to have empathy Qingquan- Working as a team is better than working individually Qingquan- Focus on one thing at a time Qingquan- "Work hard and Play Harder" Qingquan- Learn from others
Annie Didier from NASA’s Jet Propulsion Lab talks to us about the Machine Learning algorithms and process that goes into how the next Mars rover will choose how it moves across the surface of Mars. She explains each algorithm and how they go together to make the decisions that the Rover makes. Panel Charles Max Wood Guest Annie Didier Sponsors Dev Influencers Accelerator Links MAARS - Machine Learning-based Analytics for Automated Rover Systems (Final Presentation) SCOTI: Science Captioning of Terrain Images for data prioritization and local image search MAARS: Machine learning-based Analytics for Automated Rover Systems SULU: Scalable and Distributed Machine Learning Framework with Unified Encoder for Mars Rover Missions AI4Mars - Zooniverse LinkedIn: Annie Didier Picks Annie- When Breath Becomes Air Charles- The Martian Charles- Back Market Charles- monday.com
Gant's back!!! He's releasing a book with Manning Publishing about Tensorflow.js and he's here to discuss all the details with us. He explains the difference between Teonsorflow and Tensorflow.js and goes into some of the pros and cons of using it. He also explains the concepts he goes over for new ML engineers and for ML engineers learning JavaScript. Panel Charles Max Wood Guest Gant Laborde Sponsors Dev Influencers Accelerator Links Learning TensorFlow.js by Gant Laborde Learning TensorFlow.js: Powerful Machine Learning in JavaScript by Gant Laborde Twitter: Gant Laborde ( @GantLaborde ) gantlaborde.com Picks Charles- monday.com Charles- The Sales Development Playbook Trish Bertuzzi Gant- Antifragile by Nassim Nicholas Taleb
Francois Bertrand is the author of a tool that builds in powerful data visualization tools for datasets that allow data scientists and machine learning engineers to look at their data and analyze various qualities that they have. This could allow engineers to make qualitative calls regarding the data they use to train their models or evaluate the results they get from models after the fact. Francois explains how he built it and how to use it for these types of uses. Panel Charles Max Wood Miguel Morales Guest Francois Bertrand Sponsors Dev Influencers Accelerator Links FRANCOIS BERTRAND | DATA VISUALIZATION DESIGNER Picks Charles- Dev Influencers | Devchat.tv Charles- Teachable: Create and sell online course and teaching Charles- Walkie Talkie App for Team Communication | Voxer Charles- ThriveCart Charles- ScreenFlow Francios- Featuretools | An open source python framework for automated feature engineering Miguel- Deep Unsupervised Learning -- Berkeley Spring 2020