"(This was not search autocomplete based on prefix matching question.)
First of all, please note :- The interviewer is not expecting you to get to the right answer in just 1 hr. These systems have been designed over months and improved over years and its impractical for anyone to expect you to get to the right answer in 1 hr. (There is no one single right answer).
At the end, the interviewer (director level person) told me the same. What they are looking for is your thought process, getting from"
shg - "(This was not search autocomplete based on prefix matching question.)
First of all, please note :- The interviewer is not expecting you to get to the right answer in just 1 hr. These systems have been designed over months and improved over years and its impractical for anyone to expect you to get to the right answer in 1 hr. (There is no one single right answer).
At the end, the interviewer (director level person) told me the same. What they are looking for is your thought process, getting from"See full answer
"For data distribution drift: DL Divergence or PSI (Population Stability Index)
performance: two categories: 1st operational metrics: runtime. 2nd model performance: loss function, MAE (regression), business metrics: overall watch time, DAU, revenue lift etc
Outlier: data distribution"
L B. - "For data distribution drift: DL Divergence or PSI (Population Stability Index)
performance: two categories: 1st operational metrics: runtime. 2nd model performance: loss function, MAE (regression), business metrics: overall watch time, DAU, revenue lift etc
Outlier: data distribution"See full answer
"Clarifying Questions
First, let me try to clarify what kind of self-driving car are we talking about here. Let' say, we have the following top-level assumptions:
Fully autonomous
Family Sedan Car
US Market
This technology is only available with Google
In a real face-to-face interview would pause to ask the interviewer to correct assumptions or ask for other features.
Consumer
Family - uses the autonomous ability of the car to spend time with kids while dropping them off to"
Vidur K. - "Clarifying Questions
First, let me try to clarify what kind of self-driving car are we talking about here. Let' say, we have the following top-level assumptions:
Fully autonomous
Family Sedan Car
US Market
This technology is only available with Google
In a real face-to-face interview would pause to ask the interviewer to correct assumptions or ask for other features.
Consumer
Family - uses the autonomous ability of the car to spend time with kids while dropping them off to"See full answer
System Design
Product Strategy
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarify the ask/ goal and scope
Talk about the general need for travel in a Covid/post covid world + how it aligns with Meta's mission and business (the Why)
Audience /Behavior segmentation with needs/pain points
Prioritize
Suggested 3 Solution territories
Dived deep into 1 and mentioned tradeoffs/ risks for that one
Summarized with a few GTM considerations/ideas
Please note: Although the interview was scoped for 30 mins, the interviewer spent the first 15 diving into past work e"
Raina M. - "Clarify the ask/ goal and scope
Talk about the general need for travel in a Covid/post covid world + how it aligns with Meta's mission and business (the Why)
Audience /Behavior segmentation with needs/pain points
Prioritize
Suggested 3 Solution territories
Dived deep into 1 and mentioned tradeoffs/ risks for that one
Summarized with a few GTM considerations/ideas
Please note: Although the interview was scoped for 30 mins, the interviewer spent the first 15 diving into past work e"See full answer
"Created a solution for remote online learning app on the lines of coursera and also made a option for live streaming classes . Uni admin creates uni account, courses, adds instructors; instructors can create content , give classes ; student searches, enrols, consumes content. Used micro services architecture with APIs for all functions, RDBMS, NoSQL , indexed with redis and elastic."
Sneha D. - "Created a solution for remote online learning app on the lines of coursera and also made a option for live streaming classes . Uni admin creates uni account, courses, adds instructors; instructors can create content , give classes ; student searches, enrols, consumes content. Used micro services architecture with APIs for all functions, RDBMS, NoSQL , indexed with redis and elastic."See full answer
"Clarifying questions:
What's Lyft current goal and how does this new focus on Deaf drivers align with Lyft's goal & strategy?
Do Lyft already have service/product to enable deaf users to drive for lyft?
Assume
We don't have any existing product/service to allow deaf users to drive for Lyft today
We are designing for the ridesharing business and that the Deaf drivers can drive for all types of Lyft rideshare options
Lyft's Mission: Improve people's lives w/ the world's best transport"
Mark - "Clarifying questions:
What's Lyft current goal and how does this new focus on Deaf drivers align with Lyft's goal & strategy?
Do Lyft already have service/product to enable deaf users to drive for lyft?
Assume
We don't have any existing product/service to allow deaf users to drive for Lyft today
We are designing for the ridesharing business and that the Deaf drivers can drive for all types of Lyft rideshare options
Lyft's Mission: Improve people's lives w/ the world's best transport"See full answer
"Understood the problem statement by confirming details with interviewer.
Approached by listing down all the basic features being provided by the platform.
Platform -> Organizations can register themselves. One org can have more than one recruiters. Recruiters create jobs on the org portal. Candidate can apply to the jobs. Recruiters can accept and reject the applications.
Categorized 4 parent tables by taking hints in between. The tables were USER -> ID, Name, Phone No, mail ID, Profile Des.("
Jaya S. - "Understood the problem statement by confirming details with interviewer.
Approached by listing down all the basic features being provided by the platform.
Platform -> Organizations can register themselves. One org can have more than one recruiters. Recruiters create jobs on the org portal. Candidate can apply to the jobs. Recruiters can accept and reject the applications.
Categorized 4 parent tables by taking hints in between. The tables were USER -> ID, Name, Phone No, mail ID, Profile Des.("See full answer
"Searching for podcasts over topics is quite easy nowadays. However, usually we either don't find any podcasts interesting enough or are overwhelmed with choice. What really indicates what podcast we want to listen to at the moment is our mood, energy level etc. Additionally, we typically have some requirements, like being on the train and having one hour to spend, or only a five-minute interval while preparing breakfast. As such, I want an interface that lets me search for length. I want my"
Jonas P. - "Searching for podcasts over topics is quite easy nowadays. However, usually we either don't find any podcasts interesting enough or are overwhelmed with choice. What really indicates what podcast we want to listen to at the moment is our mood, energy level etc. Additionally, we typically have some requirements, like being on the train and having one hour to spend, or only a five-minute interval while preparing breakfast. As such, I want an interface that lets me search for length. I want my"See full answer