# White Paper

###### [How to Govern Open Source AI at Scale](https://www.anaconda.com/resources/whitepaper/how-to-govern-ai-at-enterprise-scale)

###### [Guide to Open-Source Tools & Libraries for Data Science and Machine Learning](https://www.anaconda.com/resources/whitepaper/os-tools)

###### [The Complete Data Science Platform Buyer’s Guide](https://www.anaconda.com/resources/whitepaper/the-complete-data-science-platform-buyers-guide)

###### [How do I become a data scientist?](https://www.anaconda.com/resources/whitepaper/how-do-i-become-a-data-scientist)

###### [How to Implement an OSS Governance Program for Data Science, Artificial Intelligence, and Machine Learning](https://www.anaconda.com/resources/whitepaper/data-science-security)

###### [Determine the Right DS Platform](https://www.anaconda.com/resources/whitepaper/build-vs-buy)

###### [Efficient Data Preparation with Python](https://www.anaconda.com/resources/whitepaper/efficient-data-prep-with-python)