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ai.paper.summaries

AI/Deep Learning/Machine Learning Paper Reading Notes

alwayslearning

Study notes to understand machine learning and neural network concepts and techniques

big_data

Notes related to big data technologies: spark, hdfs, cloud computing, pyspark etc.

computer_systems

coursera-advanced-machine-learning

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

distributed-system-design-review

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

git

interview-questions

机器学习/深度学习/Python/Go语言面试题笔试题(Machine learning Deep Learning Python and Golang Interview Questions)

learning-from-data-a-short-course

Solutions to the exercises and problems in the book: Learn From Data_A Short Course by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin

leetcode4flag

🔥 🔥 High frequent interview LeetCode 100 for FaceBook，Linkedin，Amazon，Google，Microsoft. More importantly, the problems' solutions are provided，include C++, Python and Java.

linear-algebra-and-learning-from-data

Solutions to the problems in the book: Linear Algebra and Learning from Data by Gilbert Strang, MIT

linghu-algorithm-templete

machine-learning

Machine Learning Study Notes

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc.

machine-learning-interview-faq

Frequently Asked Questions in Machine Learning Interviews

machine-learning-interview-questions

This repository is to prepare for Machine Learning interviews.

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-system-design

Notes and thoughts on design machine learning system

math

Linear Algebra, Optimization, Calculus, miscellaneous notes in math

miaosha

⭐⭐⭐⭐秒杀系统设计与实现.互联网工程师进阶与分析🙋🐓

mmistakes

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

niuers.github.io

obsidian-import-csv-as-table

Obsidian plugin to import CSV file as table into Obsidian vault file

obsidian_vault_template_for_researcher

This is an vault template for researchers using obsidian.

programming

General Programming Techniques

python

Notes for Python Programming