Empower Apps

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Summary

In this episode, Leo talks with Jameson Toole Co-founder / CTO of FritzAI about CoreML and Machine Learning. We talk about the process of introducing ML into your app, the different capabilities of CoreML, as well as the updates which have come out of WWDC 2020.

Show Notes

Guest

Related Episodes

WWDC Videos - We Loved

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Preparing for Machine Learning

  • What 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 Task

  • What 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 Project

  • How 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 2020

  • How 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 Media

Email
leo@brightdigit.com
GitHub - @brightdigit

Twitter
BrightDigit - @brightdigit

Leo - @leogdion

LinkedIn
BrightDigit

Leo

Instagram - @brightdigit
Patreon - empowerappshow

Credits

Music from https://filmmusic.io
"Blippy Trance" by Kevin MacLeod (https://incompetech.com)
License: CC BY (http://creativecommons.org/licenses/by/4.0/)

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What is Empower Apps?

An exploration of Apple business news and technology. We talk about how businesses can use new technology to empower their business and employees, from Leo Dion, founder of BrightDigit.