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Back-to-Basics Weekend Reading - Machine Learning

All Things Distributed

A Few Useful Things to Know about Machine Learning , Pedro Domingos, Communications of the ACM, 55 (10), 78-87, 2012. Pintelas, Artificial Intelligence Review 26:159–190 (2006). Unsupervised machine learning: Data clustering: a review , A.K. Murty, and P.J. Flynn, ACM Computer Surveys, 31, 3 (September 1999). Kotsiantis, I.

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A Brief Guide of xPU for AI Accelerators

ACM Sigarch

Dataflow Processing Unit (DPU) is the product of Wave Computing, a Silicon Valley company which is revolutionizing artificial intelligence and deep learning with its dataflow-based solutions. NPU: Neural Network Processing Unit (NPU) has become a general name of AI chip rather than a brand name of a company.

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Structural Evolutions in Data

O'Reilly

” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. Those algorithms packaged with scikit-learn? They were unceremoniously relabeled “ classical machine learning.”

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Real-Real-World Programming with ChatGPT

O'Reilly

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.