MLOps Newsletter

Machine Learning Ops is a newsletter that gives you interesting developments, tid-bits around machine learning and deep learning in a (mostly) weekly basis.
Created 03 Sep 2020
  • Graph Neural Networks
    26 Nov 2021 • 1 min read
    Articles Tensorflow released a graph neural networks with announcement of a blog post. GNNs can be used to answer questions about multiple characteristics of these graphs. By working at the graph leve...
  • Composable Models, Model Ensembles
    20 Nov 2021 • 3 min read • 1 0
    Articles Strong AI Requires Autonomous Building of Composable Models article tells us to build the large scale models in a way that would be composable. The main premise of the article is that models ...
  • Reddit Serving Infrastructure
    14 Nov 2021 • 2 min read • 1 0
    An excellent thread on patch-based self-supervision: Lucas Beyer @giffmana 1/N The return of patch-based self-supervision! It never worked well and you had to bend over backwards with ResNets (I tried...
  • Kaggle Survey of Data Scientists
    07 Nov 2021 • 1 min read • 1 0
    This week we have few articles and libraries. I want to expand Kaggle’s survey a bit more by taking some of the screenshots from the slides. I recommend going through the slides as it helps building a...
  • Differential Private Clustering
    31 Oct 2021 • 4 min read • 1 0
    Google published a blog post which proposes a new algorithm for computing representative points (cluster centers) within the framework of differential privacy. It provides a differential mechanism to ...
  •, Collaborative Training
    24 Oct 2021 • 5 min read • 2 0
    If you need to know 5 things about PyTorch, take a look at this thread: Alfredo Canziani @alfcnz *Finishes teaching 1.5 hours* *Students ask questions for 30 minutes* *New slides address students' dou...
  •, Parallelformers, Model Optimization
    17 Oct 2021 • 4 min read • 1 0
    An excellent thread about Transformers: Jesse Engel @jesseengel What about Transformers™? Surely they must be magic? Keys and queries are correlations of inputs with key and query weights. The “attent...
  • Graph Neural Networks, Neural Machine Translation
    03 Oct 2021 • 2 min read • 1 0
    Programmer Humor @PR0GRAMMERHUM0R A machine learning algorithm walked into a bar.… September 12th 202172 Retweets388 Likes This is how most of the machine learning algorithms...
  • BERT Busters
    05 Sep 2021 • 2 min read • 1 0
    Articles BERT Busters: Outlier Dimensions that Disrupt Transformers is an article that investigates Transformers and their robustness to pruning. A lot of papers recently proved that Transformers are ...
  • Tesla AI Day
    29 Aug 2021 • < 1 min read • 1 0
    This week, we have a number of interesting articles from Stitchfix, Doordash, Uber and of course a video from Tesla. Stitchfix first talks about how they developed a product for “steal the look” where...
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