machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems" (by chiphuyen)
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers. (by kamranahmedse)
| machine-learning-systems-design | developer-roadmap | |
|---|---|---|
| 7 | 2,112 | |
| 8,346 | 275,643 | |
| - | - | |
| 0.0 | 9.8 | |
| about 1 year ago | 3 days ago | |
| HTML | TypeScript | |
| - | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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
Posts with mentions or reviews of machine-learning-systems-design.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-02.
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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.
developer-roadmap
Posts with mentions or reviews of developer-roadmap.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-26.
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How to start learning web development for free
Learning the basics of web development opens doors to many other careers in the tech field. Roadmap.sh provides guides, learning paths, and roadmaps to point developers in a direction of their choosing.
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5 Uncommon Advices from one beginner coder to another beginner coder!
There's a website I personally follow specific for roadmaps called as “roadmap.sh” where all the roadmaps are available. You can check it out, if you like. Here's the link: ▶️ https://roadmap.sh/
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Programming vs Web Development
If you're starting your journey in web development, here is a roadmap to follow. Understand that Web development is not merely an extension of programming; it's a distinct field that requires a unique blend of coding and visual design skills. Embrace the importance of visual aesthetics from the get-go, and continuously work on improving your design sense. Trust me it will pay off in the long run, and you'll be able to create truly exceptional web experiences that not only function well but also look and feel amazing.
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Developer should-know websites
Github developer roadmaps (backend, frontend, cloud ...)
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Unique websites for the Developer - TechGenieDev
Roadmap.sh (https://roadmap.sh/)
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Top 10 GitHub Repositories Every Web Developer Should Know
Web Developer-Roadmap GitHub Link: developer-roadmap Crafted by kamranahmedse, this roadmap acts as a compass for developers navigating the vast landscape of technologies. Covering front-end, back-end, and DevOps, it aids developers in charting a learning path aligned with their goals.
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10 GitHub repositories that every developer must follow
✅ kamranahmedse/developer-roadmap: https://github.com/kamranahmedse/developer-roadmap
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ChatGPT as a Programming Mentor: A Test Drive
It may also be beneficial to start with a high-level overview of what there is to learn in a given area, to understand the overall lay of the land - and then use ChatGPT to dig deeper into selected topics. There are many good resources that provide such an overview, like roadmap.sh or my "Definitive Guide to Succeeding as a Professional Dev".
- 18 Must-Bookmark GitHub Repositories Every Developer Should Know
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Resources I wish I knew when I started my career
5. Roadmap
What are some alternatives?
When comparing machine-learning-systems-design and developer-roadmap you can also consider the following projects:
You-Dont-Know-JS - A book series on JavaScript. @YDKJS on twitter.
C++ Workflow - C++ Parallel Computing and Asynchronous Networking Framework
nodebestpractices - :white_check_mark: The Node.js best practices list (February 2024)
computer-science - :mortar_board: Path to a free self-taught education in Computer Science!
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
freeCodeCamp - freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
awesome-algorithms - A curated list of awesome places to learn and/or practice algorithms.
data-engineer-roadmap - Roadmap to becoming a data engineer in 2021
50projects50days - 50+ mini web projects using HTML, CSS & JS
substrate - Substrate: The platform for blockchain innovators
clean-code-javascript - :bathtub: Clean Code concepts adapted for JavaScript
machine-learning-systems-design vs You-Dont-Know-JS
developer-roadmap vs C++ Workflow
machine-learning-systems-design vs nodebestpractices
developer-roadmap vs computer-science
machine-learning-systems-design vs system-design-primer
developer-roadmap vs freeCodeCamp
machine-learning-systems-design vs awesome-algorithms
developer-roadmap vs data-engineer-roadmap
machine-learning-systems-design vs 50projects50days
developer-roadmap vs substrate
machine-learning-systems-design vs clean-code-javascript
developer-roadmap vs system-design-primer