EmpowerApps.Show
Machine Learning and Core ML with Jameson Toole
Guest
Related Episodes
WWDC Videos - We Loved- Build an Action Classifier with Create ML
 - Detect Body and Hand Pose with Vision
 - Make apps smarter with Natural Language
 - Control training in Create ML with Swift
 - Get models on device using Core ML Converters
 
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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
Emailleo@brightdigit.com
GitHub - @brightdigit
BrightDigit - @brightdigit
Leo - @leogdion
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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/)
EmpowerApps.Show