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Deep Dive: Data Ingest in a Third Generation ML Architecture

Anyscale · published 30 November 2021

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The Third Generation of Production ML Architectures Read at the source ↗
anyscale.com
https://www.anyscale.com/blog
anyscale.com
https://docs.ray.io/en/latest/data/data.html
docs.ray.io
https://docs.ray.io/en/latest/train/user-guides.html
docs.ray.io
https://arxiv.org/abs/1709.10432
arxiv.org
https://pytorch.org/
pytorch.org
https://horovod.readthedocs.io/en/stable/index.html
horovod.readthedocs.io
https://arxiv.org/abs/2108.09373
arxiv.org
https://www.uber.com/blog/petastorm/
uber.com
https://en.wikipedia.org/wiki/MapReduce
en.wikipedia.org
https://docs.ray.io/en/master/train/examples/train_linear_dataset_example.html
docs.ray.io
https://docs.ray.io/en/master/data/examples/big_data_ingestion.html
docs.ray.io
https://docs.google.com/presentation/d/1zANPlmrxQkjPU62I-p92oFO3rJrmjVhs73hL4YbM4C4/edit
docs.google.com
https://ludwig.ai/latest/
ludwig.ai
https://www.ray.io/
ray.io