Machine Learning and Core ML with Jameson Toole

GuestJameson Toole (@jamesonthecrow)Fritz AI - Twitter (@fritzlabs)Heartbeat - Fritz AI Development Blog and TutorialsRelated EpisodesEpisode 37 - Machine Learning with Kevin ScottWWDC Videos - We LovedBuild an Action Classifier with Create MLDetect Body and Hand Pose with VisionMake apps smarter with Natural LanguageControl training in Create ML with SwiftGet models on device using Core ML ConvertersSponsorsAppFiguresThe tools you need to monitor, optimize, and get more downloads.If you want your app to succeed, there's never been a better time to read up on App Store Optimization and Appfigures provides that for you. Check out their great articles and guides on app store optimization Brand new teardowns of specific apps, like Spotify for instance or indie apps like Fotmob.New competitor's report in the Appfigures dashboard where you are able to view competitor downloads, build performance benchmarks, and see the new trends as they happen. Check it out here.Check out more of their resources at appfigures.com/resources.The folks at Appfigures have easy step-by-step guides and intuitive tools to do that, which many indie developers are using to get more downloads:https://appfigures.com/resources/asoAlso check out our episode with CEO Ariel Michaeli:https://share.transistor.fm/s/15b7ff63Try Appfigures for free, and if you like it use the special link to get 30% off for the next 3 months:https://appfigures.com/account/upgrade?p=empower3030Transistor.FmYour podcast's publishing platformTransistor not only hosts your podcast but also:Help distribute your podcast with integrations to Apple Podcasts, Spotify, Google Podcasts, YouTube, and MailchimpDeep analytics including average downloads per episode, popular podcast apps, number of subscribers, trendsProfessional support for creatives, businesses, and professional podcasters when it comes to hosting and analyticsTry it today with this special link:https://transistor.fm/?via=empowerappsPreparing for Machine LearningWhat does it mean to build a Model?What tasks are you trying to perform?How do you prep data for a model?How do you collect data for a model?Deciding the Machine Learning TaskWhat types of task can ML do?What's the difference between recommendation and recognition?What is supervised learning?What does Apple provide for building models?How does the Vision framework work?Why should you consider Machine Learning on Device?How can you process Speech?How does choosing the processor affect training?Making ML Part of the ProjectHow to iterate over models?How do you acquire that first set of data?What is synthetic data?How do you implement unit testing in Machine Learning?ML and WWDC 2020How does Apple Silicon on the Mac affect Machine Learning? What advances in Machine Learning came out of WWDC 2020?How WWDC 2020 reveals how ML continues to evolve?Social [email protected] - @brightdigitTwitter BrightDigit - @brightdigitLeo - @leogdionLinkedInBrightDigitLeoInstagram - @brightdigitPatreon - empowerappshowCreditsMusic from https://filmmusic.io"Blippy Trance" by Kevin MacLeod (https://incompetech.com)License: CC BY (http://creativecommons.org/licenses/by/4.0/) Thanks to our monthly supporters Steven Lipton ★ Support this podcast on Patreon ★

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