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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
🤓 A curated awesome list of Machine Learning Engineering resources. Feel free to contribute!
| Date | Stars |
|---|---|
| 2026-07-31 | 302 |
| 2026-08-06 | 300 |
Today
-2 stars today
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growth rate 0.00%/day
# Awesome Machine Learning Engineer <div align="center"> <img height="280" src="https://github.com/sindresorhus/awesome/raw/main/media/logo.svg?sanitize=true" alt="Awesome"> For more awesomeness, check out [](https://github.com/sindresorhus/awesome). </div> ## What is this and how do I use it? - This is a curated list of delightful resources for everything you need to develop Machine Learning solutions. - Each item in this list will teach you at least one distinct and significant skill or piece of information. - There are three content levels: 1. :hatched_chick: Essential reading for all ML engineers 2. :snake: Advanced reading for professional ML engineers 3. :unicorn: Expert material for expert ML engineers - Descriptions are written to complete the sentence *"After reading this article you will have learned ..."*. ## Contents - [Communication](#communication) - [Software Engineering](#software-engineering) - [Machine Learning](#machine-learning) - [DevOps](#devops) ## Communication - :hatched_chick: [BLUF: The Military Standard That Can Make Your Writing More Powerful](https://www.animalz.co/blog/bottom-line-up-front/) - How to make your communication more powerful (5 min) - :hatched_chick: [The XY Problem](http://xyproblem.info/) - How to focus on explaining your end goal when asking for help (5 min) - :hatched_chick: [Bike-shedding: how mature are you as an engineer?](https://no-kill-switch.ghost.io/bike-shedding-how-mature-are-you-as-an-engineer/) - How to avoid and call out bike-shedding (5 min) - :hatched_chick: [E-mail like a boss](https://pbs.twimg.com/media/D7LgaoMW4Acy6hL?format=jpg&name=large) - How to write better e-mails (5 min) - :hatched_chick: [Stop Swiss Cheesing your calendar](https://thinkingthrough.substack.com/p/stop-swiss-cheesing-your-calendar?s=r) - How to manage your calendar so you can focus (15 min) - :hatched_chick: [How to write in plain English](http://www.plainenglish.co.uk/how-to-write-in-plain-english.html) - How to write in plain English (30 min) - :hatched_chick: [Presentation Rules](http://www.jilles.net/perma/2020/06/05/presentation-rules.html) - How to create a great slide deck (30 min) - :snake: [SMART criteria](https://en.wikipedia.org/wiki/SMART_criteria) - How to define goals (15 min) - :snake: [MECE principle](https://medium.com/@cielfearless/mece-principle-2ec64c746066) - How to fully decompose a problem into a structured list (15 min) - :snake: [SCQA: What is it, how does it work, and how can it help me?](https://analytic-storytelling.com/scqa-what-is-it-how-does-it-work-and-how-can-it-help-me/) - How to structure your presentations, proposals, and sales outlines (15 min) - :snake: [No More Misunderstandings](https://smallbigideas.substack.com/p/no-more-misunderstandings) - How to avoid miscommunication by paraphrasing (15 min) - :unicorn: [Nonviolent communication](https://medium.com/s/please-advise/the-essential-guide-to-difficult-conversations-41f736e63ccf) - How to deliver constructive feedback in difficult situations (15 min) - :unicorn: [The Halo effect](https://en.wikipedia.org/wiki/Halo_effect#Marketing) - How to recognize and use the Halo effect to your advantage (15 min) - :unicorn: [Mythical Man Month](https://8thlight.com/blog/sue-kim/2013/01/31/mythical-man-month-cliff-notes.html) - The relationship between person-days and throughput time in a project (15 min) - :unicorn: [Four-sides model](https://en.wikipedia.org/wiki/Four-sides_model) - How to communicate effectively by considering how the receiver interprets your message (30 min) ## Software Engineering ### API design - :hatched_chick: [Semantic Versioning](https://semver.org/) - How to bump the version of your apps and packages (15 min) - :hatched_chick: [`__all__` and wild imports in Python](http://xion.io/post/code/python-all-wild-imports.html) - How `__all__` defines the public API
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:ef8a7929fe9b8fd8, topic:awesome-list, desc:awesome list, readme:curated list