"Authentication verifies "Who you are."
Authorization determines "What you can do."
Authentication establishes identity, while authorization specifies the actions or resources a user or entity is allowed to access or perform."
Surbhi A. - "Authentication verifies "Who you are."
Authorization determines "What you can do."
Authentication establishes identity, while authorization specifies the actions or resources a user or entity is allowed to access or perform."See full answer
"What does ride quality mean? Drivers/passengers? experience from booking the ride to completing the ride and rating/passing feedback?
Where → country?state?City? Airports? Hotels? Universities? In app/web/premium/non-premium?
Audience → Certian section of audience we’re targeting?
When? Deadline?
Why? Any metric drops? trends? Competitive conquesting?
Goal: Metric? Rating score?
Will talk about Vision and Context and How people use the app a little bit
Audience:
Teens, Adults and Old Age are t"
Ajay K. - "What does ride quality mean? Drivers/passengers? experience from booking the ride to completing the ride and rating/passing feedback?
Where → country?state?City? Airports? Hotels? Universities? In app/web/premium/non-premium?
Audience → Certian section of audience we’re targeting?
When? Deadline?
Why? Any metric drops? trends? Competitive conquesting?
Goal: Metric? Rating score?
Will talk about Vision and Context and How people use the app a little bit
Audience:
Teens, Adults and Old Age are t"See full answer
"My stab at this (feedback welcome):
Total distance for last car 500 meters: Assuming mostly standard cars, average car length + gap = 5 meters.
Acceleration time total 505 seconds: first car reacts slowest, accelerate in 10 seconds. Every other car needs 5 seconds (can see ahead).
Takes 90 seconds to cover 500m: to cover 500m that means 90 seconds (20kph = 10km in 30min = 1km in 3min = 500m in 1.5m)
A bit under 10 minutes = 90s + 505s. Probably a bit less as last car"
Gabe M. - "My stab at this (feedback welcome):
Total distance for last car 500 meters: Assuming mostly standard cars, average car length + gap = 5 meters.
Acceleration time total 505 seconds: first car reacts slowest, accelerate in 10 seconds. Every other car needs 5 seconds (can see ahead).
Takes 90 seconds to cover 500m: to cover 500m that means 90 seconds (20kph = 10km in 30min = 1km in 3min = 500m in 1.5m)
A bit under 10 minutes = 90s + 505s. Probably a bit less as last car"See full answer
"Clarifying questions:
Do we want to focus on front end or backend?
Front end
Do we want to focus on any particular platform? For ex: Site, mobile, apps
Interviewer: Desktop
Is there anything tools on gmail that you'd like me to focus on? For ex: Meet, Hangouts, Notes
Interviewer: Just the main product
Are there any specific product buckets that you'd like me to go through? For ex: Sign up flows, login flows, security, product experience, sign out flow, recommend"
Amy M. - "Clarifying questions:
Do we want to focus on front end or backend?
Front end
Do we want to focus on any particular platform? For ex: Site, mobile, apps
Interviewer: Desktop
Is there anything tools on gmail that you'd like me to focus on? For ex: Meet, Hangouts, Notes
Interviewer: Just the main product
Are there any specific product buckets that you'd like me to go through? For ex: Sign up flows, login flows, security, product experience, sign out flow, recommend"See full answer
"Clarifying questions:
Can I assume the timeframe to be today, ie Dec 2024? : Yes
What country are we targeting? Lets say it is India.
When we say "Use google search to find a new job" do we mean to say that they use Google search in their job search process or also convert and actually find a job? : The former.
I am assuming we are only considering when someone directly searches jobs on Google and not searches for some job search portal on google: Yes.
How long should the search"
Kartikeya N. - "Clarifying questions:
Can I assume the timeframe to be today, ie Dec 2024? : Yes
What country are we targeting? Lets say it is India.
When we say "Use google search to find a new job" do we mean to say that they use Google search in their job search process or also convert and actually find a job? : The former.
I am assuming we are only considering when someone directly searches jobs on Google and not searches for some job search portal on google: Yes.
How long should the search"See full answer
Product Manager
Estimation
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"So first, I have some clarifying questions, what is Facebook lite?
If I understand correctly this is a version of the Facebook application for Android, with the same functionality but lighter in terms of size. It is aimed to be used in emerging markets where the bandwidth is limited
What are the tradeoffs for the size of the app?
I guess that some visual elements are stripped down from the app and reduced its size
Is this application exist or I am launching it
The timeframe of the product?"
Gadi R. - "So first, I have some clarifying questions, what is Facebook lite?
If I understand correctly this is a version of the Facebook application for Android, with the same functionality but lighter in terms of size. It is aimed to be used in emerging markets where the bandwidth is limited
What are the tradeoffs for the size of the app?
I guess that some visual elements are stripped down from the app and reduced its size
Is this application exist or I am launching it
The timeframe of the product?"See full answer
"Clarifying Qns:
Did the watch time went down and comments went up for the same videos or are we saying total watch time and total comments on Youtube? (Total)
I am assuming we are not including Youtube Live videos because those are typically live chat 1000’s of comments for a single video. (Correct)
Do we know if these two could be independent problems not correlated with each other (No)
Here is my approach to diagnose the root cause:
Will look at some general trends first
Intern"
Jacob C. - "Clarifying Qns:
Did the watch time went down and comments went up for the same videos or are we saying total watch time and total comments on Youtube? (Total)
I am assuming we are not including Youtube Live videos because those are typically live chat 1000’s of comments for a single video. (Correct)
Do we know if these two could be independent problems not correlated with each other (No)
Here is my approach to diagnose the root cause:
Will look at some general trends first
Intern"See full answer
"System Components
Data Collection Layer
Posts with hashtags are asynchronously sent to Kafka topics
Each message contains: hashtag, timestamp, userid, postid
Multiple Kafka partitions ensure scalability and fault tolerance
Processing Layer
Apache Flink processes streams in real-time
Implements sliding window aggregation (1hr, 24hr, 7d windows)
Calculates topic popularity using weighted metrics:
Post count
User engagement (likes, comments)
Unique user"
Usman B. - "System Components
Data Collection Layer
Posts with hashtags are asynchronously sent to Kafka topics
Each message contains: hashtag, timestamp, userid, postid
Multiple Kafka partitions ensure scalability and fault tolerance
Processing Layer
Apache Flink processes streams in real-time
Implements sliding window aggregation (1hr, 24hr, 7d windows)
Calculates topic popularity using weighted metrics:
Post count
User engagement (likes, comments)
Unique user"See full answer
"Here's a simpler solution:
select
u.username
, count(p.postid) as countposts
from posts as p
join users as u
on p.userid = u.userid
where p.likes >= 100
group by 1
order by 2 desc, 1 asc
limit 3
`"
Bradley E. - "Here's a simpler solution:
select
u.username
, count(p.postid) as countposts
from posts as p
join users as u
on p.userid = u.userid
where p.likes >= 100
group by 1
order by 2 desc, 1 asc
limit 3
`"See full answer
"Clarification: By Improvement we could delve into either improving Monetization, User Engagement, Experience or Retention.
Project Goal: In particular letz focus on improving User Engagement/Experience which may also pave way into monetizing - cuz the way I see it is to put out multiple configurations /packages in the market, and allow users to choose and pay for the services. Its as simple as hiring a full time assistant vs part time. U pay for the service rendered.
**Product Vision"
Bk - "Clarification: By Improvement we could delve into either improving Monetization, User Engagement, Experience or Retention.
Project Goal: In particular letz focus on improving User Engagement/Experience which may also pave way into monetizing - cuz the way I see it is to put out multiple configurations /packages in the market, and allow users to choose and pay for the services. Its as simple as hiring a full time assistant vs part time. U pay for the service rendered.
**Product Vision"See full answer
"Goal:
Maps should reflect reality of places especially with places like hospitals
Ecosystem :
Maps User Usecases:
Daily Commute
Explore places
Critical situations like emergency - hospital visits, work emergencies, family
Businesses using Google Business Profile:
Medical & Health
Hospitals
Clinics
Gyms
Restaurants
Salons
Mom & Pop stores, SMB - Retail
Enterprises
These can be online, physical or both
Local guides
Downstream usecases for other google products:
Google Search
Google Gemini
"
Pooja G. - "Goal:
Maps should reflect reality of places especially with places like hospitals
Ecosystem :
Maps User Usecases:
Daily Commute
Explore places
Critical situations like emergency - hospital visits, work emergencies, family
Businesses using Google Business Profile:
Medical & Health
Hospitals
Clinics
Gyms
Restaurants
Salons
Mom & Pop stores, SMB - Retail
Enterprises
These can be online, physical or both
Local guides
Downstream usecases for other google products:
Google Search
Google Gemini
"See full answer
"Situation : During my time in my previous company, I was leading a program which involved a cross-functional team. The project was to migrate all the legacy servers to Azure and had a tight deadline of 4 months. Each team had distinct goals and responsibilites to be delivered
Task : My task was to collaborate with the multi regional team and ensure a smooth delivery within the defined budget and schedule.
Action : I believe communication is the key to handle a cross-functional team"
Oriole O. - "Situation : During my time in my previous company, I was leading a program which involved a cross-functional team. The project was to migrate all the legacy servers to Azure and had a tight deadline of 4 months. Each team had distinct goals and responsibilites to be delivered
Task : My task was to collaborate with the multi regional team and ensure a smooth delivery within the defined budget and schedule.
Action : I believe communication is the key to handle a cross-functional team"See full answer
"Questions? -Geography - US/ International
Model? SEXY? Model 3 Most used.
Timeline - 3 Quarters?
Increase engagement? - Existing people
Tesla - Electric company that builds EV cars.
Mission- To accelerate the world's transition to sustainable energy?
Mission
Why - To increase the engagement - active users
Recent Trends - Apps are rising on Apple Watch
Ease of Use? Portability?
Customer Segments
New people who bought Tesla
Existing People
Models - Model 3
Fleet Owners ["
Anonymous Tortoise - "Questions? -Geography - US/ International
Model? SEXY? Model 3 Most used.
Timeline - 3 Quarters?
Increase engagement? - Existing people
Tesla - Electric company that builds EV cars.
Mission- To accelerate the world's transition to sustainable energy?
Mission
Why - To increase the engagement - active users
Recent Trends - Apps are rising on Apple Watch
Ease of Use? Portability?
Customer Segments
New people who bought Tesla
Existing People
Models - Model 3
Fleet Owners ["See full answer
"Clarifying question: just want to make sure that I'm designing the right product, are you referring to ATM as in a machine that takes in a debit or credit card and dispenses cash? Also, is there any location restriction for where the machine is located at London Heathrow Airport, eg. departure hall after security or arrival hall before exiting baggage claim? These could potentially impact the use case. (Assume interviewer answers yes for first and no for second)
Approach:
Identify or segment"
Anonymous Sparrow - "Clarifying question: just want to make sure that I'm designing the right product, are you referring to ATM as in a machine that takes in a debit or credit card and dispenses cash? Also, is there any location restriction for where the machine is located at London Heathrow Airport, eg. departure hall after security or arrival hall before exiting baggage claim? These could potentially impact the use case. (Assume interviewer answers yes for first and no for second)
Approach:
Identify or segment"See full answer
"As a Business Analyst, I would employ a cross-functional approach for implementing virtual debit and credit cards by collaborating closely with various departments. Initially, I would work with the market research team to understand customer needs and industry trends. With the IT and security teams, I would focus on designing a robust, user-friendly, and secure virtual card system. Collaboration with the legal department would ensure compliance with financial regulations. Partnering with the mar"
Anonymous Moth - "As a Business Analyst, I would employ a cross-functional approach for implementing virtual debit and credit cards by collaborating closely with various departments. Initially, I would work with the market research team to understand customer needs and industry trends. With the IT and security teams, I would focus on designing a robust, user-friendly, and secure virtual card system. Collaboration with the legal department would ensure compliance with financial regulations. Partnering with the mar"See full answer
"Approach:
1) Clarify question with interviewer
When we say "app", I'd like to confirm the app for which user. For example, in Rides, we have an app for the rider and an app for the driver. For Eats, we have an experience for a customer purchasing food but I don't know of the experience for the restaurant. Could you confirm which users' experience you're describing when saying "app"?
Let's say rider/customer purchasing food.
Also is this a situation prior to launch of Uber Eats, wh"
Michelle D. - "Approach:
1) Clarify question with interviewer
When we say "app", I'd like to confirm the app for which user. For example, in Rides, we have an app for the rider and an app for the driver. For Eats, we have an experience for a customer purchasing food but I don't know of the experience for the restaurant. Could you confirm which users' experience you're describing when saying "app"?
Let's say rider/customer purchasing food.
Also is this a situation prior to launch of Uber Eats, wh"See full answer
"There are two parts to this questions:
Part 1: Why did Meta create Rooms? ( limiting to video collaboration)
Answer: Potential reasons for Meta to create their own Zoom equivalent:
Provide a video collaboration platform to employees.
Due to size and global distribution of its workforce it may make economic sense to make an in-house product that is cheaper than buying an enterprise license of Zoom
Meta already has the technology and infrastructure to do videocalls and meetings because of"
Tony A. - "There are two parts to this questions:
Part 1: Why did Meta create Rooms? ( limiting to video collaboration)
Answer: Potential reasons for Meta to create their own Zoom equivalent:
Provide a video collaboration platform to employees.
Due to size and global distribution of its workforce it may make economic sense to make an in-house product that is cheaper than buying an enterprise license of Zoom
Meta already has the technology and infrastructure to do videocalls and meetings because of"See full answer
"Before diving into the Solution, I would ask a few clarifying questions.
What is the scope of the fake news
What type of fake news are we focusing on - Political, Health-related, etc
Are we looking at specific examples or a general category of fake news
When you say impact, what do you mean by that? Is it time spent on posts, the nature of the engagement (e.g., likes, shares, comments), and the sentiment of the comments?
User Demographics:
what is the demographic pr"
Bhavna S. - "Before diving into the Solution, I would ask a few clarifying questions.
What is the scope of the fake news
What type of fake news are we focusing on - Political, Health-related, etc
Are we looking at specific examples or a general category of fake news
When you say impact, what do you mean by that? Is it time spent on posts, the nature of the engagement (e.g., likes, shares, comments), and the sentiment of the comments?
User Demographics:
what is the demographic pr"See full answer