#795 · Primary category: Education & Research

books

big-data c cpp database datamining dl git java keras ml nlp python scala tensorflow

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

Project last updated:09/01/19

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1.2K

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320

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1

License

Apache-2.0

Why we included this project

This is a reading list rather than software: a single maintainer has gone through a large collection of machine learning and software engineering textbooks and filed the worthwhile ones by topic. The collection covers the usual language foundations, C/C++, Java, Python, Scala, plus deeper folders for TensorFlow, Keras, deep learning, NLP, big data, data mining, and recommendation systems, so it reads like a personal bookshelf that grew with someone's career. That makes it handy both for refreshing a language you have not touched in a while and for landing on the right classic text when you need to study something specific, say statistical learning or PySpark. A team putting together an onboarding reading list will appreciate the breadth, and the folder-per-topic layout keeps a large catalog browsable.

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