List: Prep2022 | Curated by Arnab Borah

Jul 31, 2022
23 stories
Prep2022Prepare for interviews
In
TDS Archive
by
Javaid Nabi
Machine Learning —FundamentalsBasic theory underlying the field of Machine Learning
Aug 15, 2018
558
4
Aug 15, 2018
558
4
Abhishek Divekar
High-quality math resources that helped me become an Amazon ML ScientistA previous post walked through my journey from Amazon Software Engineer to ML Scientist. Digging into the math behind various ML…
May 7, 2022
1.4K
19
May 7, 2022
1.4K
19
In
NVIDIA Merlin
by
Even Oldridge
Recommender Systems, Not Just Recommender Modelsby Even Oldridge and Karl Byleen-Higley
Apr 14, 2022
972
5
Apr 14, 2022
972
5
Abhijit Mondal
ML System Design — ETA PredictionDesign a system to show ETA of food delivery for Uber Eats/Doordash. ETA is shown after order is placed at a restaurant.
Mar 25, 2022
42
Mar 25, 2022
42
Akshita Chugh
Frequently asked questions on linear regression in a Data Science Interview!Introduction
Mar 19, 2022
360
3
Mar 19, 2022
360
3
T Z J Y
Quant Investment & Machine Learning Interview Questions (3)Quant Investment & Machine Learning is indeed a very large and diverse field. Therefore, it is difficult to be a master of all subjects…
Jun 11, 2022
65
Jun 11, 2022
65
Khyati Mahendru
Decision Trees: Which feature to split on?Decision Tree classification is perhaps one of the most intuitive and easy-to-interpret classification algorithms we have today. It can…
Jun 19, 2019
470
3
Jun 19, 2019
470
3
Noah Sultan, PhD
My Google 2 onsite Interviews Experience — Product Analyst Vs. Data ScientistRecently I had the opportunity to have two onsite interviews with Google. There has been a lot of learning and passing this learning to…
Apr 28, 2022
279
2
Apr 28, 2022
279
2
In
Machine Learning Interview
by
Pham An Khang
Airbnb senior data scientist onsite interview: what to expectLearn how to prepare for Airbnb data science/machine learning onsite interview.
Oct 27, 2021
42
Oct 27, 2021
42
Abhijit Mondal
System Design — Top K Trending HashtagsDesign a system to compute the top K trending hashtags in the last 24 hours for Twitter/Instagram.
Jan 29, 2022
260
10
Jan 29, 2022
260
10
Abhijit Mondal
Explaining Bias-Variance Tradeoff to a ML EngineerGenerally data scientists and statisticians are well versed with the term “Bias Variance Tradeoff” as they can very well understand them…
Feb 2, 2022
13
Feb 2, 2022
13
In
Netflix TechBlog
by
Netflix Technology Blog
A Survey of Causal Inference Applications at NetflixAt Netflix, we want to entertain the world through creating engaging content and helping members discover the titles they will love. Key to…
May 21, 2022
628
3
May 21, 2022
628
3
In
TDS Archive
by
Suraj Verma
Logistic Regression From Scratch in PythonMachine Learning From Scratch: Part 5
Apr 8, 2021
323
6
Apr 8, 2021
323
6
Leon Wei
Google Cloud Data Scientist Job InterviewWhat a Google Data Scientist interview process may look like.
Nov 30, 2021
84
Nov 30, 2021
84
Kira Shi
Machine Learning Cheat Sheet for Data Scientist Interview : Linear Regression Frequently Asked…Here is a summary of frequent ML questions being asked during a data scientist interview. I have kept the cheatsheet as concise as…
Feb 3, 2022
25
Feb 3, 2022
25
 This story is no longer available
Leon Wei
Tiktok Machine Learning Engineer Interview GuideTikTok Machine Learning Engineer Introduction
Apr 17, 2022
57
Apr 17, 2022
57
In
Better Programming
by
Pooya Amini
Study Plan to Land Senior Software Engineer Positions at Meta, Google, and MoreMy 3-month plan to better prepare for Sr. Software Engineer interviews.
May 9, 2022
2.5K
11
May 9, 2022
2.5K
11
T Z J Y
Latest Interview Data Science Questions My Friends and I got asked in 2022Data Science is indeed a very large and diverse field. Therefore, it is difficult to be a master of all subjects. In this post I want to…
Apr 6, 2022
176
2
Apr 6, 2022
176
2
 This story is no longer available