• The Scale of the Brain vs. Machine Learning (2022) https://www.beren.io/2022-08-06-The-scale-of-the-brain-vs-machine-learning/ 36 comments 22/12/2023
• A Theory on Adam Instability in Large-Scale Machine Learning https://arxiv.org/abs/2304.09871 51 comments 18/7/2023
• IBM scientists demonstrate 10x faster large-scale machine learning using GPUs https://www.ibm.com/blogs/research/2017/12/10x-faster-using-gpu/ 40 comments 7/12/2017
• TensorFlow: Large-Scale Machine Learning on Distributed Systems (2015) [pdf] http://download.tensorflow.org/paper/whitepaper2015.pdf 28 comments 16/4/2016
• Large-Scale Machine Learning with Spark on Amazon EMR http://blogs.aws.amazon.com/bigdata/post/Tx21LOP0UQ2ZA9N/Large-Scale-Machine-Learning-with-Spark-on-Amazon-EMR 11 comments 20/8/2015
• Large-Scale Machine Learning for Drug Discovery http://googleresearch.blogspot.com/2015/03/large-scale-machine-learning-for-drug.html?m=0 11 comments 2/3/2015
• Sibyl: Google’s System for Large Scale Machine Learning http://www.kdnuggets.com/2014/08/sibyl-google-system-large-scale-machine-learning.html 10 comments 31/8/2014
• Announcing Sift Science: fight fraud with large-scale machine learning http://blog.siftscience.com/announcing-sift-science-fight-fraud-with-large-scale-machine-learning/ 32 comments 19/3/2013
• Large-Scale Machine Learning at Twitter [pdf] http://www.umiacs.umd.edu/~jimmylin/publications/Lin_Kolcz_SIGMOD2012.pdf 11 comments 12/6/2012
• Google Sibyl: A system for large scale machine learning [pdf] http://ladisworkshop.org/sites/default/files/LADIS%202010%20actual.pdf 3 comments 19/9/2010
• Scaling Machine Learning at Uber with Michelangelo https://eng.uber.com/scaling-michelangelo/ 59 comments 4/11/2018
• Machine Learning Scale 2017 recap https://code.facebook.com/posts/1692857177682119/machine-learning-scale-2017-recap/ 9 comments 18/2/2017
• Amazon Machine Learning – Make Data-Driven Decisions at Scale https://aws.amazon.com/blogs/aws/amazon-machine-learning-make-data-driven-decisions-at-scale/ 51 comments 9/4/2015
• Amazon SageMaker – Build, train, and deploy machine learning models at scale https://aws.amazon.com/sagemaker 9 comments 29/11/2017
• Optimization Methods for Large-Scale Machine Learning https://arxiv.org/abs/1606.04838 7 comments 21/6/2016
• Polyaxon – An open source platform for reproducible machine learning at scale https://polyaxon.com/ 21 comments 10/6/2018

• How I scaled Machine Learning to a Billion dollars: Strategy https://medium.com/@analyticsaurabh/how-i-scaled-machine-learning-to-a-billion-dollars-strategy-2379faf86c02 2 comments 27/4/2018 ai

• Using machine-learning to diagnose Parkinson's Disease: leads to treatment adjustments, interventions, and large-scale screening https://www.bbc.com/news/technology-50675702 5 comments 7/12/2019 artificial
• Scaling Up Cellular Therapies through Machine Learning, High-Speed Laser Editing, and Stem Cell Biology https://techcrunch.com/2022/01/25/startup-battlefield-winner-cellino-grabs-80m-series-a/ 4 comments 26/1/2022 futurology
• IBM scientists demonstrate 10x faster large-scale machine learning using GPUs https://www.ibm.com/blogs/research/2017/12/10x-faster-using-gpu/ 9 comments 7/12/2017 hardware
• Scaling Up Machine Learning, the Tutorial http://hunch.net/~large_scale_survey/ 3 comments 22/8/2011 programming
• [D] Using large-scale experiments and machine learning to discover theories of human decision-making | Science https://science.sciencemag.org/content/372/6547/1209/ 5 comments 12/6/2021 machinelearning
• Using large-scale experiments and machine learning to discover theories of human decision-making | Science https://science.sciencemag.org/content/372/6547/1209.full 4 comments 11/6/2021 science
• Learn How to Deploy Real Time Machine Learning at Scale using Sklearn, SpaCy, Kafka and Seldon Core (Article and Video) https://towardsdatascience.com/real-time-stream-processing-for-machine-learning-at-scale-with-spacy-kafka-seldon-core-6360f2fedbe 5 comments 10/10/2020 compsci
• Scaling up Anime with Machine Learning and Smart Real Time Algorithms (Crunchyroll Blog) https://medium.com/crunchyroll/scaling-up-anime-with-machine-learning-and-smart-real-time-algorithms-2fb706ec56c0 88 comments 29/5/2020 programming
• Small scale machine learning projects to understand the core concepts. https://github.com/devAmoghS/machine-learning-with-python 5 comments 17/1/2019 datascience
• Julia Lab Research/Grants: Differentiable Programming and Scaling Scientific Machine Learning (SciML) https://julia.mit.edu/research-grants/ 10 comments 28/12/2021 julia
• Tenstorrent Wormhole Analysis - A Scale Out Architecture for Machine Learning That Could Put Nvidia On Their Back Foot https://semianalysis.substack.com/p/tenstorrent-wormhole-analysis-a-scale 4 comments 25/6/2021 hardware
• Predictive Scaling for EC2, Powered by Machine Learning https://aws.amazon.com/blogs/aws/new-predictive-scaling-for-ec2-powered-by-machine-learning/ 33 comments 21/11/2018 aws
• Tnt-LLM: A Novel Machine Learning Framework that Combines the Interpretability of Manual Approaches with the Scale of Automatic Text Clustering and Topic Modeling https://app.daily.dev/posts/vVCKgWbR7 2 comments 24/3/2024 languagetechnology
• Do you see what I see? Researchers harness brain waves to reconstruct images of what we perceive using machine learning. This is the first time EEG has been used. fMRI captures activity at the time scale of seconds, but EEG captures activity at the millisecond scale, which provides finer detail. http://utsc.utoronto.ca/news-events/breaking-research/do-you-see-what-i-see-researchers-harness-brain-waves-reconstruct-images-what-we 32 comments 23/2/2018 science
• Drug discovery on an unprecedented scale - Boosting virtual screening with machine learning allowed for a 10-fold time reduction in the processing of 1.56 billion drug-like molecules. Researchers teamed up with industry and supercomputers to carry out one of the world’s largest virtual drug screens. https://www.uef.fi/en/article/drug-discovery-on-an-unprecedented-scale 4 comments 26/9/2023 science
• Scientists at the University of Alberta have applied a machine learning technique using artificial intelligence to perfect and automate atomic-scale manufacturing, something which has never been done before. 'An atom-scale manufacturing revolution is sure to follow,' they say. https://www.inquisitr.com/4911370/scientist-robert-wolkow-team-are-kick-starting-a-revolution-using-ai-to-automate-atomic-scale-manufacturing/ 29 comments 23/5/2018 science
• Bathroom scale could monitor patients with heart failure at home to reduce hospitalizations by allowing remote adjustment of medications. Successfully tested on 43 subjects. Measures throbbing in the body, long considered an artifact, by extracting data from it with machine learning. https://rh.gatech.edu/news/626479/bathroom-scale-could-monitor-millions-heart-failure 5 comments 26/9/2019 science
• SETI's new machine learning algorithm works like Google's "reverse image search" on a galactic scale, and has already uncovered eight currently unexplained signals. Researchers train the algorithm on simulated alien signals, then look back through old data to see if we missed anything in the noise. https://www.supercluster.com/editorial/artificial-intelligence-searches-for-extraterrestrial-intelligence 890 comments 27/3/2023 space