# Startups MOC
## Big Ideas
General, high level startup principles can be found [here](Startup%20Principles.md).
## Science at Startups
All of my thoughts around science at starts can be found in [Science at Startups](Science%20at%20Startups.md).
## Technical Resources
* For a nice summary, checkout [Machine Learning in Startups](Machine%20Learning%20in%20Startups.md).
* For details on how to apply ML in general, see my writing on [Building Machine Learning Powered Applications](Building%20Machine%20Learning%20Powered%20Applications.md).
* [Changing Direction vs a Step Function](Changing%20Direction%20vs%20a%20Step%20Function.md)
* [Advice from unsupervised mentors](Advice%20from%20unsupervised%20mentors.md)
## General Resources
1. [Running Lean](Running%20Lean.md)
2. [Learn Startup Methodology](Lean%20Startup%20Methodology.md)
3. [How to operate, Keith Rabolis (build a dashboard video)](https://www.youtube.com/watch?v=6fQHLK1aIBs&t=1270s)
4. [Product Data Fit Strategy](Product%20Data%20Fit%20Strategy.md)
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Date: 20211221
Links to: [Startup Principles](Startup%20Principles.md)
Tags:
References:
* [What I have learned working with 12 machine learning startups](https://towardsdatascience.com/what-ive-learned-working-with-12-machine-learning-startups-a9a3026d2419)