machine-learning-systems-design
python-patterns
| machine-learning-systems-design | python-patterns | |
|---|---|---|
| 7 | 31 | |
| 8,346 | 39,439 | |
| - | - | |
| 0.0 | 0.0 | |
| about 1 year ago | 26 days ago | |
| HTML | Python | |
| - | - |
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machine-learning-systems-design
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Any recent E4 Meta onsite experiences?
huyenchip.com/machine-learning-systems-design/toc.html - another nice but compact resource
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DevOps or SWE Courses for ML?
This also looks good: https://github.com/chiphuyen/machine-learning-systems-design
- ML System Design/Case Study Preparation material
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100+ Must Know Github Repositories For Any Programmer
14. Machine Learning Systems Design
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Interviewing for a Senior ML Engineer position
For ML system design, the best thing I have found so far is Chip Huyen's booklet - Machine Learning Systems Design. And of course, for generic system design - The System Design Primer.
- [D] Current ML Engineer Searching for Career Advice
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A friendly introduction to machine learning compilers and optimizers
I like Chip Huyen, she always writes about interesting stuff we overlook. I liked her system design for machine learning course too.
python-patterns
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Any good resource on design patterns with examples in Python?
GitHub: Collection of design patterns and idioms
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Top GitHub Resources to Level Up Your Python game
🎇 Repository Link: Python Patterns
- How to improve design
- How to design Python scripts for sensitivity analysis of portfolios?
- They still scare me
- Out of curiosity: what is the python project structure you usually go gor?
- For those of you in industry, are there any resources that discuss best practices and whatnot?
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100+ Must Know Github Repositories For Any Programmer
4. Python Patterns
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Python toolkits
Your post has so many good elements that I've saved them for study and prompted feedback about the applications in Natural Language Processing and ML in Finance/BioTech. Most of my work lately has been NLP analysis research so devops and other GOF software concepts in your repo https://github.com/faif/python-patterns has been challenging.
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[Free Resource] Python Design Patterns
GitHub: Collection of design patterns and idioms
What are some alternatives?
You-Dont-Know-JS - A book series on JavaScript. @YDKJS on twitter.
PyPattyrn - A simple library for implementing common design patterns.
nodebestpractices - :white_check_mark: The Node.js best practices list (February 2024)
TheAlgorithms - All Algorithms implemented in Python
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
sortedcontainers - Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set
awesome-algorithms - A curated list of awesome places to learn and/or practice algorithms.
algorithms
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
more-itertools - More routines for operating on iterables, beyond itertools
50projects50days - 50+ mini web projects using HTML, CSS & JS
python-ds - No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.