GDG Seattle ML Study Jam

Slides for GDG Seattle Machine Learning Study Jam
https://www.meetup.com/gdg-seattle/events/253328262/

Transcript

1. 8/11/2018
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. #MachineLearning | #TensorFlow | @GDGSeattle | #GDGSeattle Schedule • 10:00AM - 10:30AM Intro & overview, Margaret Maynard-Reid (slides) • 10:30AM - 11:30AM Machine learning crash course • 11:30AM - 12:30AM Deep Learning with TensorFlow, Margaret Maynard-Reid (slides) • 12:30AM - 1:30PM Lunch break • 1:30PM - 2:30PM TensorFlow Lite, Laurence Moroney (slides) • 2:30PM Wrap up
4. Intro & Overview Margaret Maynard-Reid
5. MLCC With TensorFlow APIs
6. #MachineLearning | #TensorFlow | @GDGSeattle | #GDGSeattle MLCC Machine Learning Crash Course • Pre-requisite and prework • Course content • Exercises • ML Glossaries - very helpful for understanding the terminologies
7. #MachineLearning | #TensorFlow | @GDGSeattle | #GDGSeattle MLCC - prerequisites Prerequisites for today Algebra Linear algebra Python basics Full list of prerequisites here.
8. #MachineLearning | #TensorFlow | @GDGSeattle | #GDGSeattle MLCC - study together Let’s go through the first few modules: • Framing • Descending into ML • Reducing Loss
9. Deep Learning with TensorFlow By Margaret Maynard-Reid
10. by Laurence Moroney Mobile Machine Learning
11. #MachineLearning | #TensorFlow | @GDGSeattle | #GDGSeattle What’s Next? • Continue and complete MLCC • Join our slack channel to study together • Other online courses: ◦ Udacity deep learning nanodegree (link) ◦ Stanford’s Intro to TensorFlow course (link) ◦ MIT intro to deep learning program (link) ◦ Serverless Machine Learning with TensorFlow on GCP (link) • Check out the TensorFlow learning resources (Margaret’s talk)
12. #MachineLearning | #TensorFlow | @GDGSeattle | #GDGSeattle Upcoming GDG Seattle events • 9/26 Women Techmakers Lightning Talks • 11/3 DevFest Seattle • 11/17 Flutter Study Jam