machine-learning-systems-design
nodebestpractices
machine-learning-systems-design | nodebestpractices | |
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7 | 73 | |
8,346 | 96,436 | |
- | - | |
0.0 | 7.6 | |
about 1 year ago | 10 days ago | |
HTML | Dockerfile | |
- | Creative Commons Attribution Share Alike 4.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
nodebestpractices
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10 GitHub Repos for Mastering JavaScript
Repository: goldbergyoni/nodebestpractices
- 18 Must-Bookmark GitHub Repositories Every Developer Should Know
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ReactJS, NextJS and the modern frontend community (Rant)
ah, but there is one more reason to return await. have a read.
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10 GitHub Repos to Become a Better Backend Developer
View on GitHub
- Node.js Best Practices
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Fastify Typescript Boilerplate with Redis and RabbitMQ
Flat structure: check out the structure recommended by node best practices, and check out how Nest.js does the structure. The more layers you add, the more complex navigation with the flat structure becomes. With the component structure, it stays easy to use no matter how many components and layers you have.
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sql best practices
I am looking for a resource like https://github.com/goldbergyoni/nodebestpractices. I know Sql but I want to learn best practices. Can you recommend me resources for this?
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Difference between services and middleware
Also, while learning nodejs + express, have a read on the best practices here.
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Searching for NodeJS Interview preparation material
Assuming you have fundamentals in place this repo of best practices can help line things up and link you to areas where you need improvement. https://github.com/goldbergyoni/nodebestpractices
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I admit it - I don't really understand what's going on with Node.js with regard to "single threadedness". Please help me understand.
Please don't call node.js single-threaded as this is not true and is annoying. To take advantage of CPUs, this could help.
What are some alternatives?
You-Dont-Know-JS - A book series on JavaScript. @YDKJS on twitter.
numjs - Like NumPy, in JavaScript
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
parquetjs - fully asynchronous, pure JavaScript implementation of the Parquet file format
awesome-algorithms - A curated list of awesome places to learn and/or practice algorithms.
domain-driven-hexagon - Learn Domain-Driven Design, software architecture, design patterns, best practices. Code examples included
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
jest-image-snapshot - ✨ Jest matcher for image comparisons. Most commonly used for visual regression testing.
50projects50days - 50+ mini web projects using HTML, CSS & JS
oas-tools - NodeJS module to manage RESTful APIs defined with OpenAPI 3.0 Specs over express servers.
clean-code-javascript - :bathtub: Clean Code concepts adapted for JavaScript