data-science-management.md

Data Science Management

INTERVIEW Qs

1. 40 questions on ensembles
2. 30 on trees
3. 30 on knns

Politics

1. The most difficult thing in ds, politics

HIRING / RECRUITING

1. Data engineer skills on medium
   1. Coding (Typically Python)
   2. SQL
   3. Database design
   4. Data architecture/big data technologies
   5. Soft skills

WRITING DOCS

1. Design docs at google

LEGAL & CONTRACTS

1. (FAST) Advisory board saas agreement

General

1. The Care and Feeding of Data Scientists - O'reilly

Due Diligence

1. by Inbal Budowski Tal