machine-learning-roadmap
system-design-interview
| machine-learning-roadmap | system-design-interview | |
|---|---|---|
| 5 | 12 | |
| 7,164 | 20,961 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | about 1 year ago | |
| MIT License | - |
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-roadmap
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Best AI ML DL DS Roadmap
**[Mrdbourke/machine-learning-roadmap on GitHub](https://github.com/mrdbourke/machine-learning-roadmap)**: This GitHub repository is more focused on machine learning. It's a good choice if you're looking for a more community-driven approach, as GitHub repositories often encourage contributions and updates from various experts.
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[D] Best AI ML DL DS Roadmap
Some roadmaps I have found: - [roadmap.sh] AI and Data Scientist Roadmap ← Best? - [i.am.ai] AI Expert Roadmap - [github.com] mrdbourke/machine-learning-roadmap - [github.com] luspr/awesome-ml-courses - [rentry.org] Machine Learning Roadmap
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100+ Must Know Github Repositories For Any Programmer
7. Machine Learning Roadmap
- Where can I start?
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Machine Learning Roadmap
Original article here: https://github.com/mrdbourke/machine-learning-roadmap
system-design-interview
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Advice on Learning the Cloud
github - https://github.com/donnemartin/system-design-primer, https://github.com/checkcheckzz/system-design-interview, https://github.com/karanpratapsingh/system-design
- Less than 24 hours to prepare for a system design questions for a junior level position. How should I prep?
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100+ Must Know Github Repositories For Any Programmer
12. System Design Interview
- Are there existing podcasts or videos that talk about the architecture of major applications?
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Interview Discussion - May 16, 2022
System design questions: at the senior level you'll definitely need to be able to demonstrate system design ability. Explaining your decision making process is key. There are many GitHub compilations for study material, like this one.
- Gehaltsvorstellung Senior Entwickler Google Deutschland?
- Comprehensive list of resources to prepare for job and overview of experience, compensation, and startup equity offers (currently in Bay Area - most companies are HQ'd in Bay Area, but positions are remote)
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System Design books/website/videos recommendation?
This is what I use. Make sure to watch the Harvard lecture video. https://github.com/checkcheckzz/system-design-interview
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Need advice
Google General Interview Prep Sys DesignSys design High ScalabilityHigh Scalability GeeksforGeeksgeeksforgeeks
- System design interview for IT companies
What are some alternatives?
applied-ml - 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-scalability - The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
stanford-cs-229-machine-learning - VIP cheatsheets for Stanford's CS 229 Machine Learning
low-level-design-primer - Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
interviews.ai - It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
machine-learning-interview - Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
yt-channels-DS-AI-ML-CS - A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Hello-Kaggle - For someone who is new at Kaggle
system_design - Preparation links and resources for system design questions
Knet.jl - Koç University deep learning framework.
dsa.js-data-structures-algorithms-javascript - 🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook