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A list of engineering manager resource links.

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Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

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Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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Columnar storage extension for Postgres built as a foreign data wrapper. Check out https://github.com/citusdata/citus for a modernized columnar storage implementation built as a table access method.

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📙 Amazon Web Services — a practical guide

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Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)

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Fast, flexible and fun neural networks.

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Official Python client for Elasticsearch

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pathogen.vim: manage your runtimepath

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Python requests like API built on top of Twisted's HTTP client.

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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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scikit-learn: machine learning in Python

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Asynchronous Javascript templating for the browser and server

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Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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