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Awesome Scalability ⭐ 50,409

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

Interview ⭐ 8,372

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Data Science Interviews ⭐ 7,936

Data science interview questions and answers

Machine Learning Interview ⭐ 6,879

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Deep Learning Interview Book ⭐ 6,435

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）

Awesome Ai Residency ⭐ 2,842

List of AI Residency Programs

Machine Learning Interviews ⭐ 2,451

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

Data Science Interview Resources ⭐ 1,926

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

Awesome Interview ⭐ 1,562

Collection of awesome interview references.

Cracking The Data Science Interview ⭐ 1,291

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

Mle Flashcards ⭐ 1,074

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

Dlinterview ⭐ 925

Deep Learning Interview 深度学习面试题目汇总

Machine Learning Interview Questions ⭐ 823

This repository is to prepare for Machine Learning interviews.

Awesome Algorithm Books ⭐ 646

📚 awesome algorithm books I've collected 【不定期更新】搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）

Algorithm_interview_notes Chinese ⭐ 603

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

Mlinterview ⭐ 419

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

Crackingmachinelearninginterview ⭐ 328

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews

Data Science ⭐ 269

Projects and awesome list for all Data Science fields

Crackingthesqlinterview ⭐ 232

Compilation of SQL interview Questions

Ml_prep ⭐ 226

Machine Learning interview prep guide

120 Ds Interview Questions ⭐ 199

My Answer to 120 Data Science Interview Questions

Megalodon ⭐ 189

Various ML/DL Resources organised at a single place.

Ml Interview ⭐ 182

Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.

Awesome Deep Learning And Machine Learning Questions ⭐ 177

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

Csknowledgehub ⭐ 153

An open source hub for sharing on computer science knowledge, frameworks and system designs.

Quant Notes ⭐ 101

Quantitative Interview Preparation Guide, updated version here ==>

Ai Job Info ⭐ 96

互联网大厂面试经验

Awesome Ai Algorithm ⭐ 78

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

Machine Learning Interview Questions ⭐ 67

Machine Learning Exams ⭐ 51

This repository contains links to machine learning exams, homework assignments, and exercises that can help you test your understanding.

Quick Notes For Ml Ds ⭐ 49

It contains interview preparation notes provided by iNeuron, important links, MLOps resources

Machine Learning Knowledge Exchange

Python Developer Roadmap ⭐ 38

Roadmap for becoming Python developer.

Awesome Computer Science ⭐ 31

Some of the awesome resources in Computer Science.

Learning Computer Science ⭐ 27

Learning data structures, algorithms, machine learning and various computer science constructs by programming practice from resources around the web.

Machine Learning Interview ⭐ 27

算法工程师-机器学习面试题总结

Data Science End To End ⭐ 22

A Respository to get you job ready as a Data Scientist

Ml_tutor ⭐ 21

Machine Learning Tutor Python library

Incogly is a video conferencing app aimed to remove any implicit bias in an interview and easing the process of remote collaboration.

Machine_learning_problems ⭐ 20

This repository contains end-to-end solutions for standard machine learning problems and problem statements shared in interviews

Interview Questions Collection ⭐ 19

按知识领域整理面试题，包括C++、Java、Hadoop、机器学习等

Mlquant Interview Question Bank ⭐ 13

Question bank for ML/Quant Interviews

Crack Coding Interview ⭐ 13

This Repository contains all my codes for preparing interview.

Machine Learning Tutorials ⭐ 11

Data_science_interview ⭐ 10

Interview questions asked in Data Science/ Machine Learning interviews

Data Science Interview Prep ⭐ 9

This is a completely open-source repo of interview questions and answers for people preparing for such interviews. This is maintained by you and you can send the questions that you faced during interviews.

Machine Learning Interview ⭐ 9

软件工程师算法工程师机器学习工程师数据科学家海外外企面试

6nomads Interview Project ⭐ 8

Interview project repository for data analysis and prediction for 6Nomads data.

Coding_practice ⭐ 7

ML Interview practice problems - this worked (got an offer from a Facebook research team) :D

Welcome to Wharton Undergraduate Data Analytics Club. In this repository we host and compile resources for students in the hopes that this will aid in their learning process.

Ai Interview Questions ⭐ 7

🤖 Real-World AI Interview Questions for You!

Nlp Interview ⭐ 6

NLP相关算法岗-面试知识点总结

Hack Your Ds Interview ⭐ 6

通过社群学习的方式来 review 有代表性的 notebook 和 ML 项目，实战 DS interview

Developer Note ⭐ 6

There are always things that are so simple yet so damn hard to find. However, worry not :)

Tech Books ⭐ 5

This repository is for tech bookworms

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