"Although there is no fixed or predefined framework that I follow to prioritize, I do have a methodical criterion that is suitable to my organization and practices.
The business outcome/value proposition of each project/request - try to quantitative every metric below
Number of customers going to be impacted in that product vertical - item with more customers gets more weight
Is this an existing feature or a new feature - existing features get more weightage especially if thi"
Naresh A. - "Although there is no fixed or predefined framework that I follow to prioritize, I do have a methodical criterion that is suitable to my organization and practices.
The business outcome/value proposition of each project/request - try to quantitative every metric below
Number of customers going to be impacted in that product vertical - item with more customers gets more weight
Is this an existing feature or a new feature - existing features get more weightage especially if thi"See full answer
"I checked the unittest is giving a False assertion as you can see in the colab notebook below.
F
FAIL: testsimple (main_.Conv2dTest)
Traceback (most recent call last):
File "", line 19, in test_simple
self.assertTrue(torch.equal(output, torch.tensor([[[[ 5., 1.], [ -2., -10.]]]])))
AssertionError: False is not true"
Abinash S. - "I checked the unittest is giving a False assertion as you can see in the colab notebook below.
F
FAIL: testsimple (main_.Conv2dTest)
Traceback (most recent call last):
File "", line 19, in test_simple
self.assertTrue(torch.equal(output, torch.tensor([[[[ 5., 1.], [ -2., -10.]]]])))
AssertionError: False is not true"See full answer
"Assumptions:
The question is for a PM working for a refrigerator startup company and for a domestic refrigerator (not industrial). The first model comes in the most commonly used form factor with fridge/freezer split, and it has standard cooling specifications. Target market is the US. The startup is for profit.
Product goal:
To make interacting with refrigerator easy, seamless and pleasurable for the blind.
Target users and channel partners:
Fully blind people between the ages o"
Nr 9. - "Assumptions:
The question is for a PM working for a refrigerator startup company and for a domestic refrigerator (not industrial). The first model comes in the most commonly used form factor with fridge/freezer split, and it has standard cooling specifications. Target market is the US. The startup is for profit.
Product goal:
To make interacting with refrigerator easy, seamless and pleasurable for the blind.
Target users and channel partners:
Fully blind people between the ages o"See full answer
Product Manager
Product Design
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"Asked clarifying questions, this was similar to box. Took a minute to gather thoughts. Came up with a structured approach. Focused on use cases, prioritized it. They wanted to focus on security aspects, MFA, simultaneous read/write operations, etc."
Shahid K. - "Asked clarifying questions, this was similar to box. Took a minute to gather thoughts. Came up with a structured approach. Focused on use cases, prioritized it. They wanted to focus on security aspects, MFA, simultaneous read/write operations, etc."See full answer
"During my internship at Inspira Analytics, our intern team had worked for two weeks on a client presentation for a new data dashboard. Unfortunately, during the final review, the manager pointed out several major flaws in our analysis and asked us to redo the entire structure. The feedback was blunt, and the team felt discouraged, questioning whether our efforts were even valued. As the informal team lead, I felt responsible for helping lift the team’s morale and refocus everyone so we could del"
Dhruv M. - "During my internship at Inspira Analytics, our intern team had worked for two weeks on a client presentation for a new data dashboard. Unfortunately, during the final review, the manager pointed out several major flaws in our analysis and asked us to redo the entire structure. The feedback was blunt, and the team felt discouraged, questioning whether our efforts were even valued. As the informal team lead, I felt responsible for helping lift the team’s morale and refocus everyone so we could del"See full answer
"A load balancer accepts requests from clients (e.g. web browsers on the Internet) and backend services (e.g. a web server). Load balancers are useful for replicating backend services onto multiple machines to meet increased demand.
The design of a load balancer should address the following questions:
What protocols should be supported?
IP allows computers to communicate using packets, similarly to how people send letters. IP packets are addressed using an IP address and port number.
"
Anonymous Hyena - "A load balancer accepts requests from clients (e.g. web browsers on the Internet) and backend services (e.g. a web server). Load balancers are useful for replicating backend services onto multiple machines to meet increased demand.
The design of a load balancer should address the following questions:
What protocols should be supported?
IP allows computers to communicate using packets, similarly to how people send letters. IP packets are addressed using an IP address and port number.
"See full answer
"This is an Improve a Product question. Let's first go over the Improve a Product formula:
Ask clarifying questions
Identify users, behaviors, and pain points
State product goal
Brainstorm small improvements
Brainstorm bolder improvements
Measure success
Summarize
Now, let's begin!
Ask clarifying questions
Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"
Exponent - "This is an Improve a Product question. Let's first go over the Improve a Product formula:
Ask clarifying questions
Identify users, behaviors, and pain points
State product goal
Brainstorm small improvements
Brainstorm bolder improvements
Measure success
Summarize
Now, let's begin!
Ask clarifying questions
Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"See full answer
"I'd first start with confirming my understanding with the interviewer of Spotify's key metric overall. For this exercise, my working assumption of Spotify's north star is time spent listening (TSL, for short), which can be measured daily, weekly, and monthly.
As the PM for Discover Weekly, I want to improve Discover Weekly such that I positively impact TSL. As such, my goal is to increase minutes spent listening to Discover Weekly playlists. The primary metric I will want to track is minutes s"
Michelle D. - "I'd first start with confirming my understanding with the interviewer of Spotify's key metric overall. For this exercise, my working assumption of Spotify's north star is time spent listening (TSL, for short), which can be measured daily, weekly, and monthly.
As the PM for Discover Weekly, I want to improve Discover Weekly such that I positively impact TSL. As such, my goal is to increase minutes spent listening to Discover Weekly playlists. The primary metric I will want to track is minutes s"See full answer
"I'm going to assume the problem is limited until the point of where the rider get into the car.
Rider segments/characteristics:
Local rider (lives and travels in the same city)
Tourist rider (visiting a city, using Lyft for the first time in the city)
Lets think about some problems for these types of users:
Local rider: (Choose to prioritize on these use-cases assuming its a larger % of rides overall)
Ride shows as confirmed, but driver does not move on the map
Driver does"
Arya R. - "I'm going to assume the problem is limited until the point of where the rider get into the car.
Rider segments/characteristics:
Local rider (lives and travels in the same city)
Tourist rider (visiting a city, using Lyft for the first time in the city)
Lets think about some problems for these types of users:
Local rider: (Choose to prioritize on these use-cases assuming its a larger % of rides overall)
Ride shows as confirmed, but driver does not move on the map
Driver does"See full answer
"In my experience, project success translates to three things:
Customer Success => Quality increments to service leading to customer success. (Measure by KPIs like customer satisfaction score, SLA, Revenue growth etc)
Team Success => High Team morale with successful execution and collaboration of project.
Individual Success => Individual career goals and aspirations are met
I think the later two are difficult are measured via KPIs. Although there can be indirect KPIs to measure those as we"
shg - "In my experience, project success translates to three things:
Customer Success => Quality increments to service leading to customer success. (Measure by KPIs like customer satisfaction score, SLA, Revenue growth etc)
Team Success => High Team morale with successful execution and collaboration of project.
Individual Success => Individual career goals and aspirations are met
I think the later two are difficult are measured via KPIs. Although there can be indirect KPIs to measure those as we"See full answer
"Got a very different answer than everybody. I seem to be off here. But here goes ..will appreciate feedback
Clarifying ..all human population in US and not just working population? Yes
US Population: ~300Mn
Segmenting Population.
0-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
80-100 - 5 Mn
Removing 80 segment as stay at home and not eligible for commuting
Revised Table
2-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
Out of this employable audience that is has"
Sumeet R. - "Got a very different answer than everybody. I seem to be off here. But here goes ..will appreciate feedback
Clarifying ..all human population in US and not just working population? Yes
US Population: ~300Mn
Segmenting Population.
0-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
80-100 - 5 Mn
Removing 80 segment as stay at home and not eligible for commuting
Revised Table
2-19 - 75M
20-40- 75M
41-60 - 75M
60-80- 75M
Out of this employable audience that is has"See full answer
"1) Product, the value and the users this business has
Product: Yelp is a platform that connects local businesses with people looking for those services.
Value: Yelpers can connect with them / book appointments or make reservations with a good amount and quality of reviews per business. For businesses, it is a way to get visibility and find new demand with an easy setup.
Users:
Local businesses (offering): successful when they are booked.
Searchers / demand: successful when"
Pablo S. - "1) Product, the value and the users this business has
Product: Yelp is a platform that connects local businesses with people looking for those services.
Value: Yelpers can connect with them / book appointments or make reservations with a good amount and quality of reviews per business. For businesses, it is a way to get visibility and find new demand with an easy setup.
Users:
Local businesses (offering): successful when they are booked.
Searchers / demand: successful when"See full answer
"Clarfying questions :
When we say a decrease in users adding the bank accounts. I would like to understand how the users making payments within Venmo I assume they are either using their credit cards/debit cards?
I would like to understand why the Adding of Bank Accounts is integral to Venmo since the users are using the debit card and Credit Cards.
My understanding is when the payments happen through debit cards rails Venmo pays higher interchange fees and to Reduces any losses incurred"
Dev S. - "Clarfying questions :
When we say a decrease in users adding the bank accounts. I would like to understand how the users making payments within Venmo I assume they are either using their credit cards/debit cards?
I would like to understand why the Adding of Bank Accounts is integral to Venmo since the users are using the debit card and Credit Cards.
My understanding is when the payments happen through debit cards rails Venmo pays higher interchange fees and to Reduces any losses incurred"See full answer