- PLEASE NOTE: tutorials are not Live Streamed – they will be made available on this page at a later date
- This is the YouTube Live Stream link for Friday, 9/8/17: https://www.youtube.com/watch?v=JKwCXafHmgg
- For the in-person attendees: feedback links are as follows:
- RL/Pong : https://tinyurl.com/
risecampsurvey -
PyWren: tinyurl.com/pywren-
feedback -
Ground: bit.ly/ground-
risecamp2017 -
Clipper: bit.ly/clipper-
feedback
Home
RISE Camp is a bootcamp organized by the UC Berkeley RISELab where you can get exposure to research and hands-on experience with systems and technologies for emerging AI applications including reinforcement learning, prediction serving, agile ML development, context management, and AI security. Please check this page for all updates on the curriculum, slides, links to resources, and more. PLEASE NOTE: RISE Camp attendance is by invite only, but will be live-streamed for free.
LIVE STREAMING LINK can be found HERE .
Agenda
DAY 1 – THURSDAY, SEPTEMBER 7, 2017
Theme: Systems support for Emerging AI applications
- 8:00AM: Breakfast
- 9:00AM: Lab Introduction/Overview (Ion Stoica)
- 9:15AM: Project Introductions/Overview Talk (Alexey Tumanov)
- 9:30AM: RL Concepts Talk
- 10:30AM: Break
- 11:00AM: Ray: Distributed Execution Framework for Emerging AI Applications
- 11:00AM: Ray Talk
- 11:30AM: Ray Tutorial Lab
- 1:00PM: Lunch
- 2:30PM: Clipper: a Low-Latency Online Prediction Serving System
- 2:30PM: Clipper Talk
- 3:00PM: Clipper Tutorial Lab
- 4:00PM: Break
- 4:30PM: Integrated and Advanced Exercises (Capstone lab)
- 4:30PM: Ray Reinforcement Learning (RL) library tutorial
- 5:00PM: Pong game – trained in Ray, Clipper served
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- Train the pong game policy with Ray
- Use Clipper to deploy the trained policy
- Beat the policy you’ve just trained
- Enjoy the game of pong!
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- 6:00 – 8:30PM: Reception
DAY 2 – FRIDAY, SEPTEMBER 8, 2017
Theme: Data Analytics and Security
- 8:00AM: Breakfast
- 9:00AM: PyWren: Pushing Microservices to Teraflops
- 9:00AM: PyWren Talk
- 9:30AM: PyWren Lab
- 10:30AM: Break
- 9:00AM: PyWren Talk
- 11:00AM : Ground: An open-source data context service
- 11:00AM : Ground Talk
- 11:30AM: Ground Lab
- 12:30 - 2:00PM: Lunch
- 2:00PM: WAVE: Global-scale Authorization for IoT without an Authority
- 2:00PM: WAVE talk
- 2:30: WAVE Tutorial lab
- 3:30 – 3:45PM Concluding remarks (Raluca Popa)
FAQs
What are the prerequisites for attendees of the RISE Camp?
- Experience programming in Python in notebook environment
- Basic understanding of AI/ML concepts (e.g., training, validation, linear models)
- Laptop (with charger) and “modern” browser (Firefox, Chrome, Safari etc. – for technical details, please go to this link)
Logistics
Venue: RISE Camp will be held at Banatao Auditorium in Sutarja Dai Hall at UC Berkeley campus. Directions and transportation options can be found here.
Tutorials
Coming Soon.