Job Hunting

Deep Learning

What are the toughest neural networks and deep learning interview questions?

https://www.quora.com/What-are-the-toughest-neural-networks-and-deep-learning-interview-questions

How to Get a Job In Deep Learning

• blog: http://blog.deepgram.com/how-to-get-a-job-in-deep-learning/

Alternatives to a Degree to Prove Yourself in Deep Learning

http://www.fast.ai/2017/04/06/alternatives/

40 Questions to test a data scientist on Deep Learning [Solution: SkillPower – Deep Learning, DataFest 2017]

https://www.analyticsvidhya.com/blog/2017/04/40-questions-test-data-scientist-deep-learning/

Machine Learning

What are the best interview questions to evaluate a machine learning researcher?

• quora: https://www.quora.com/What-are-the-best-interview-questions-to-evaluate-a-machine-learning-researcher

Machine Learning Engineer interview questions

• blog: http://resources.workable.com/machine-learning-engineer-interview-questions

7 key skills required for Machine Learning jobs

• blog: http://bigdata-madesimple.com/7-key-skills-required-for-machine-learning-jobs/

Collection of Machine Learning Interview Questions

• blog: http://analyticscosm.com/machine-learning-interview-questions-for-data-scientist-interview/

To be a data scientist in a tech company (Google, Microsoft, Facebook, etc.), how well do I need to know machine learning algorithms?

• quora: https://www.quora.com/To-be-a-data-scientist-in-a-tech-company-Google-Microsoft-Facebook-etc-how-well-do-I-need-to-know-machine-learning-algorithms/

40 Interview Questions asked at Startups in Machine Learning / Data Science

https://www.analyticsvidhya.com/blog/2016/09/40-interview-questions-asked-at-startups-in-machine-learning-data-science/

5 EBooks to Read Before Getting into A Machine Learning Career

http://www.kdnuggets.com/2016/10/5-free-ebooks-machine-learning-career.html

45 Questions to test a data scientist on basics of Deep Learning (along with solution)

• github: https://www.analyticsvidhya.com/blog/2017/01/must-know-questions-deep-learning/

Data Science

21 Must-Know Data Science Interview Questions and Answers

• part 1: http://www.kdnuggets.com/2016/02/21-data-science-interview-questions-answers.html
• part 2: http://www.kdnuggets.com/2016/02/21-data-science-interview-questions-answers-part2.html

Algorithms and Data Structure

C & Data Structure Interview Questions

https://intellipaat.com/interview-question/c-data-structure-interview-questions/

Technical Interview Megarepo: Study materials for SE/CS technical interviews

• intro: Algorithms, Data Structures, Mathematics, Operating Systems, System Design, Interview Tips
• github: https://github.com/jdsutton/Technical-Interview-Megarepo

350+ Data structures programming interview questions

https://techiedelight.quora.com/350%2B-Data-structures-programming-interview-questions?srid=hOqIb

500 Data structures and algorithms interview questions and their solutions in C++

https://techiedelight.quora.com/500-Data-structures-and-algorithms-interview-questions-and-their-solutions-in-C%2B%2B

Algorithms and Data Structures: Implementation of Algorithms and Data Structures, Interview Questions and Answers

• intro: This is the collection of algorithms, data structures and Interview Questions with solutions
• github: https://github.com/sherxon/AlgoDS

Coding

Coding interview questions with solutions (C++)

• homepage: http://itgeekworkhard.com/coding-questions/
• github: https://github.com/checkcheckzz/coding-questions

Everything you need to kick ass on your coding interview

• github: https://github.com/andreis/interview

Interviews - Everything you need to know to get the job

https://github.com/kdn251/Interviews

Linux

Top Linux Interview Questions – Most Asked

https://intellipaat.com/interview-question/linux-interview-questions/

Python

Top Answers to Python Interview Questions

• blog: https://intellipaat.com/interview-question/python-interview-questions/

Resumes

A very cool resume

http://strml.net/

This résumé for Elon Musk proves you never, ever need to use more than one page

http://www.businessinsider.com/elons-musk-resume-all-on-one-page-2016-4?utm_source=tuicool&utm_medium=referral

An elegant \LaTeX\ résumé template

• github: https://github.com/billryan/resume
• github(中文): https://github.com/billryan/resume/tree/zh_CN

How to Make Your Data Science Resume Stand Out

http://datasciencedegree.wisconsin.edu/blog/data-science-resume/

Resources

Awesome Interviews: A curated awesome list of lists of interview questions

• github: https://github.com/MaximAbramchuck/awesome-interview-questions

Stories & Tips: 50+ Interviews With Facebook, Twitter, Amazon & Others

• blog: http://blog.robertelder.org/50-interviews-with-facebook-twitter-amazon-others/

Google Interview University

• github: https://github.com/jwasham/google-interview-university

Guide to Technical Interviews

• github: https://github.com/Developer-Y/technical-interviews

Interview questions

• github: https://github.com/mission-peace/interview
• wiki: https://github.com/mission-peace/interview/wiki

How to Interview Engineers

http://blog.triplebyte.com/how-to-interview-engineers