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AnzeXie committed Apr 11, 2024
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1 change: 1 addition & 0 deletions _announcements/general.md
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* Check out the [tentative schedule](/dsc291-s24/schedule).
* This is a new course offered for the first time at UCSD, hence we might adjust the schedule and content depending on your learning progress.
* The first lecture starts on April 2nd, 5 pm at MANDE B-150.

9 changes: 9 additions & 0 deletions _announcements/quiz.md
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---
title: Week 2 Announcements
week: 2
date: 2024-04-09
---

* We'll be having our first in-class quiz this Thursday.
* Make sure to download the iClicker App for attendance.
* Please see the following [slide](assets/slides/class_quiz.pdf) for instructions.
2 changes: 1 addition & 1 deletion _modules/week-02.md
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Apr 9
: **3**{: .label} Basics: Deep learning, computational graph, autodiff, ML frameworks - 2
: [Slides](assets/slides/3_autodiff-and-mlsys-overview.pdf) • [Recording](https://podcast.ucsd.edu/watch/sp24/dsc291_d02)
: *Reading:* N/A
: *Reading:*
* [TensorFlow: A system for large-scale machine learning (required)](https://arxiv.org/pdf/1605.08695.pdf)
* [PyTorch Distributed: Experiences on Accelerating Data Parallel Training (optional)](https://arxiv.org/pdf/2006.15704.pdf)
* [Petuum: A New Platform for Distributed Machine Learning on Big Data (optional)](https://arxiv.org/pdf/1312.7651.pdf)
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