machine-learning-interview
LeetCode
| machine-learning-interview | LeetCode | |
|---|---|---|
| 6 | 2 | |
| 8,065 | 5,475 | |
| - | - | |
| 2.7 | 9.7 | |
| 8 months ago | 10 days ago | |
| C++ | ||
| - | - |
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machine-learning-interview
- [D] Machine Learning Interview Prep
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What skills should I focus on to improve as a MLE?
The coding rounds are usually typical Leetcode fare, but the domain round could be anything. It's usually "how would you design a ML system that would do X" where X is something that the company would care about. I would browse this resource to help you: https://github.com/khangich/machine-learning-interview
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Weekly Entering & Transitioning Thread | 26 Sep 2021 - 03 Oct 2021
Minimum Viable Study Plan for ML interviews
- Best Github Repos you'll ever need to crack any coding interview
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Please help me prepare for the system design portion of an upcoming ML engineer interview
I'm doing MLE interviews right now. I was looking at this https://github.com/khangich/machine-learning-interview.
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[D] How would you prep for ML interview at FAANG?
And https://github.com/khangich/machine-learning-interview
LeetCode
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How to do LC hard questions ?
good difficulty estimate of lc questions start with H- from this list, then do H. I started with H-, I could see some good improvements. The transition from H- to H was a bit overwhelming though.
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Is Striver's SDE Sheet enough for placements? What all resources should I refer to for placement preparation?
If you still want to solve more questions, wisdompeak will be a great resource. Obviously you don't need to solve every question. Most of those are interesting and you can filter as you solve more and more questions.
What are some alternatives?
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Grokking-the-Coding-Interview-Patterns - This course categorizes coding interview problems into a set of 16 patterns. Each pattern will be a complete tool - consisting of data structures, algorithms, and analysis techniques - to solve a specific category of problems. The goal is to develop an understanding of the underlying pattern, so that, we can apply that pattern to solve other problems. [UnavailableForLegalReasons - Repository access blocked]
awesome-interview-questions - :octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
fucking-algorithm - 刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
system-design-interview - System design interview for IT companies
CGal - The public CGAL repository, see the README below
data-science-interviews - Data science interview questions and answers
Interview-Checkpoints - Keeping track of my various DSA solutions to Leetcode, Hackerrank & Striver's sheet! BasicChecklist has all the theory notes for interviews.
interview - Everything you need to prepare for your technical interview
Thrust - [ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl
Leetcode - Leetcode questions (Company-wise, Paradigm-wise and much more)
Leetcode_Solutions