# Data Science Management

## **INTERVIEW Qs**

1. [**40 questions on ensembles**](https://www.analyticsvidhya.com/blog/2017/02/40-questions-to-ask-a-data-scientist-on-ensemble-modeling-techniques-skilltest-solution/?utm_source=facebook.com\&utm_medium=social)
2. [**30 on trees**](https://www.analyticsvidhya.com/blog/2017/09/30-questions-test-tree-based-models/?utm_source=facebook.com\&utm_medium=social)
3. [**30 on knns**](https://www.analyticsvidhya.com/blog/2017/09/30-questions-test-k-nearest-neighbors-algorithm/?utm_source=facebook.com\&utm_medium=social\&fbclid=IwAR0JgeXKfyLGndL2_eMX7R6HLVY9la97V6QMIYb_4LnG56N-x1Oe5DsdhqE)

## **Politics**

1. [**The most difficult thing in ds, politics**](https://towardsdatascience.com/the-most-difficult-thing-in-data-science-politics-ca6dd781da56)

## **HIRING / RECRUITING**

1. [**Data engineer skills**](https://medium.com/@m_mcclarty/data-engineering-interview-guide-7a14d10887dd) **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**](https://www.industrialempathy.com/posts/design-docs-at-google/)

## **LEGAL & CONTRACTS**

1. [**(FAST) Advisory board saas agreement**](https://fi.co/fast)

## General

1. [**The Care and Feeding of Data Scientists - O'reilly**](https://oreilly-ds-report.s3.amazonaws.com/Care_and_Feeding_of_Data_Scientists.pdf)

## Due Diligence 

1. [by Inbal Budowski Tal ](https://inbal-budo.medium.com/how-to-run-a-machine-learning-technical-due-diligence-415970f77d5f#)


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