Deep Learning Design Patterns Study Jams - Session 5

his is the second session of a multi-session learning series organized by GDG Seattle, based on Andrew Ferlitsch's upcoming book: Deep Learning Design Patterns.

Link to event page - https://www.meetup.com/gdg-seattle/events/270036754/

In order to access the links inside, please click on "download pdf" first.

Transcript

1. July 9, 2020
2. GDG Seattle GDG Seattle is an inclusive community where developers, designers, and entrepreneurs of all skill levels, genders, religions, and backgrounds are welcome to learn, practice, and share Google technologies, services, and platforms. Our motto is “be excellent to each other”. If you see or experience anything different, please contact GDG Seattle organizers.
3. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision Agenda • Instructors intro • Session 5 Review • Q&A • Share with us what you have learned! Tweet with hashtags below. 3 Agenda
4. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision Instructor - Andrew Ferlitsch • Google Cloud AI / Developer Relations ◦ Conferences ◦ Universities ◦ Meetups ◦ Training / Workshops ◦ Enterprise Clients • Expertise is Computer Vision and Deep Learning ◦ Formerly principal research (imaging) scientist for 20 yrs. ◦ 115 US issued patents based on my research • Writing a Deep Learning book to be published by Manning 4
5. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision Instructor / organizer - Margaret • ML GDE (Google Developer Expert) • Leading GDG Seattle, and Seattle Data/Analytics/ML • Working on AI for art & design 5
6. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision GDG Seattle organizer - Yenchi • Android Software Developer for 10+ years • Co-organizer of GDG Seattle • Did a few projects with ML pipeline 6
7. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision You should have studied these for session 5: 7 Topics Video Slides Data Distributions 1hr talk + 30 min workshop Link Link Data Pipeline #1 45 min talk Link Link Data Pipeline #2 45 min talk Link Link Session 5 topics
8. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision 8
9. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision 9
10. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision 10
11. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision 11 Open Q&A Ask Your Questions
12. @AndrewFerlitsch | @margaretmz | @xCatG | @GDGSeattle | #TensorFlow 2.x | #Keras | #DeepLearning | #ComputerVision • 7/25 - DevFest West Coast • #Android11Meetup event • TBD - ML Model Deployment Study Jams: ◦ Cloud, Web, Mobile & Embedded 12 Upcoming GDG Seattle Events