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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

algorithm-exercise

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

coding-interview-university

A complete computer science study plan to become a software engineer.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

grokking-system-design

Grokking system design

grokking-system-design-1

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.

interviews

Everything you need to know to get the job.

leetcode

leetcode-1

LeetCode

leetcode-2

👏🏻 leetcode solutions for Humans™

leetcode-3

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lintcode

Java Solutions to problems on LintCode/LeetCode

offer-coding-interviews-python

剑指Offer Python题解

oucml

python

All Algorithms implemented in Python

system-design-interview

System design interview for IT companies

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tech-interview-handbook

💯 Algorithms study materials, behavioral content and tips for rocking your coding interview