- A bookclub for reading Designing Machine Learning Systems by the one and only Chip Huyen.
- The club will read a chapter a week and also meet weekly to discuss each chapter's content.
- The weekly sessions will be livestreamed on the dedicated YouTube channel (@mlopslearners)
The ultimate goal for this reading club is to read the book Designing Machine Learning Systems in its entirety. By doing so, we will have learned a great deal about how to construct robust, performant, and scalable machine learning solutions to real world problems.
A not-so-distant secondary goal of this book club is to socialize; that is to meet new people, learn together, and have lots of fun while doing so! Meet people who enjoy learning and building, and the hope is that we can continue collaborating even after the completion of this bookclub (yes, sadly all good things must come to an end).
For the next 3 months, we’ll be reading Designing Machine Learning Systems together (a chapter/week).
A book/paper club only works if everyone reads the material. The expectation is that everyone will read the chapter of the week before the group discussion so that we can all contribute to the conversation.
Everyone is encouraged to post their reading progress and questions on the main bookclub channel.
| Date | Chapter | Group Number (Name) | Links |
|---|---|---|---|
| Saturday, April 13, 2024 | 1 | 1 (Chad SHAPLV) | Slides ◦ YouTube |
| Saturday, April 20, 2024 | 2 | 6 (Pablo Discobar) | Slides ◦ YouTube |
| Saturday, April 27, 2024 | 3 | 7 (Team Q*) | Slides ◦ YouTube |
| Saturday, May 4, 2024 | 4 | 2 (MLOpers) | Slides ◦ YouTube |
| Saturday, May 11, 2024 | 5 | 5 (Rec5ys) | Slides ◦ YouTube ◦ Bonus: GenAIRecSys |
| Saturday, May 18, 2024 | 6 | 4 (Crickets) | Slides ◦ YouTube |
| Saturday, May 25, 2024 | 7 | 9 (TechWave/B-Team) | Slides ◦ YouTube |
| Saturday, June 1, 2024 | 8 | 10 (ManifoldMinds) | Slides ◦ YouTube |
| Saturday, June 8, 2024 | 9 | 8 (ML Mavericks) | Slides ◦ YouTube |
| Saturday, June 15, 2024 | 10 | 3 (The Rule of Three) | Slides ◦ YouTube |
| Saturday, June 22, 2024 | 11 | 11 (TransferLearners) | Slides ◦ YouTube |
The presentation slides will be uploaded to this github repo in slides/.
Bookclub helpers are volunteers that will be helping Chip throughout the duration of the club on matters regarding to organization, operations, as well as helping groups prepare their content for their presentations.
- Gopinchand: Fun fact: his group ranked 12 out of 26,000 teams in the Amazon ML challenge!
- Hritik: Senior MLE at Etsy, specializing in recommender systems.
- Andrei: Founding engineer at LlamaIndex. Active open source contributor! Fun fact: training for the Boston marathon.
- Raksha: Research assistant at the University of Michigan. Currently working on Investigating the risk of deep fake generation.
- Krishna: building conversation AI at AmEx. Thinking about can LLM agents really go autonomous and build their own societies as we see everywhere.
We use Chip's MLOps discord server as the main discussion forum for this bookclub. Join the server and check out the #designing-ml-system-bookclub public channel to follow along with the progress.