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Petastorm

Petastorm is an open-source data access library designed to enable the use of Apache Parquet datasets in deep learning frameworks. It facilitates efficient data loading and processing, supporting large-scale machine learning and AI workflows.

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About Petastorm

Petastorm was created in 2017 by Uber Technologies. It was developed to address the need for efficient data loading and processing in large-scale machine learning and AI workflows, enabling the use of Apache Parquet datasets in deep learning frameworks.

Strengths of Petastorm include efficient data loading, support for large-scale datasets, and compatibility with Apache Parquet. Weaknesses include potential complexity in setup and limited community support compared to more established tools. Competitors include TensorFlow Data Service, PyTorch DataLoader, and Dask.

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How to hire a Petastorm expert

A Petastorm expert must have skills in Python programming, familiarity with Apache Parquet, experience with deep learning frameworks like TensorFlow or PyTorch, and knowledge of data engineering principles. Proficiency in handling large-scale datasets and understanding distributed computing are also essential.

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