Pham An Khang – Medium

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Machine Learning Design Interview book — Early Preview

Two years of preparing and hundreds offers later Why? Since 2019, I’ve been talking and helping hundreds of engineers with their Machine Learning System Design interviews. I learned a lot through the process. This is how the Machine Learning System Design course on educative.io was born. But there are still so…

Machine Learning

2 min read

Published in Machine Learning Interview

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From Google reject to 50 offers+

or how to help strangers on the internet. Introduction I got Google’s reject more than 1 year ago. It was pretty disappointing given how much time I invested in preparation. I learned my lessons and it will be in another story by itself. After months of preparation, I applied again and…

Interview

5 min read

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I got Google MLE (L4) by practicing 200 LC questions(East Coast, 2021)

In this interview series, I summarize interview experiences from people I helped. I hope it helps you in preparing for Google MLE interview. SC has background in Computer Science with 4 years of experience. He got Google Software Engineer, Machine Learning position (L4) in East Coast. …

Machine Learning

3 min read

I got Google MLE (L4) by practicing 200 LC questions(East Coast, 2021)

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Machine Learning Assessment

I started writing ML questions in 2020. These questions based on my actual interview experience and after talking with a lot of data scientists and machine learning engineer friends. In my opinion, a good ML interview should be able to distinguish between “book” candidates .vs strong candidates who knows how…

Machine Learning

3 min read

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First AMA with ML System Design author

Introduction I’m a Machine Learning Engineer (MLE) and I’m joining Snap. I’m the author of Machine Learning System Design course on educative, owner of ML interview github repo. I went through the interview preparation process for multiple months and learned a lot along the way. In this AMA, I helped…

Machine Learning

5 min read

Published in Machine Learning Interview

·Feb 15

From a so-so SWE to E5 (Senior MLE) Meta

An unforgettable journey from my friend, Nick. Background I did not graduate from a US university. I did not work at a big tech company. I was lucky enough to join a startup led by smart founders and work with talented people there. I enjoyed and learned a lot during that…

Facebook

7 min read

From a so-so SWE to E5 (Senior MLE) Meta

Published in Machine Learning Interview

·Jan 6

Machine Learning interview books

focus on ML interviews at FAANG When I started interviewing 2 years a go, I have dozen of questions about ML interviews and not many people can give me answers. …

Machine Learning

2 min read

Published in Machine Learning Interview

·Dec 25, 2021

Lessons I learned from Leetcode contests

I talked with my friend Trevor (Teo) who recently has offers at Google, LinkedIn and Tiktok for Senior SWE position. When you first started with the Leetcode contest, how many questions could you solve? How long did it take you to solve all four questions? It’s hard to say since…

Interview Experience

4 min read

Lessons I learned from Leetcode contests

Published in Machine Learning Interview

·Dec 8, 2021

How I got offers from Facebook (E5) and Google

An interesting story about how my friend (Mark) got his Facebook (MenloPark) E5 MLE offer. Background Mark is a teachlead in a startup with 3–4 years of experience. He has a pretty bad work life balance and is undercompensated. …

Facebook

4 min read

Published in Machine Learning Interview

·Nov 27, 2021

I prepare Amazon and Facebook ML interviews for 6 months

In this interview series, I shared my friends interview experience. Background Steven (not real name) got Master of CS with 6 YOE in consulting. He applied multiple companies but only got Facebook and Amazon. He went onsite for both companies. Facebook Research Scientist onsite 1. Data Science Coding…

Interview Experience

3 min read