"Before I dive in, I have a few questions - what defines 'quality' and can it be quantitatively measured? (quality is based on the ride score given to each driver)
To begin, let's define Lyfts mission. Lyfts mission is 'to improve peoples lives with the best transportation.'
Next, I will define the different user segments Lyft serves, select a high-impact user segment, define their pain points, solve for a particularly affecting pain point, and promote solutions. I will discuss metrics once I h"
Mike C. - "Before I dive in, I have a few questions - what defines 'quality' and can it be quantitatively measured? (quality is based on the ride score given to each driver)
To begin, let's define Lyfts mission. Lyfts mission is 'to improve peoples lives with the best transportation.'
Next, I will define the different user segments Lyft serves, select a high-impact user segment, define their pain points, solve for a particularly affecting pain point, and promote solutions. I will discuss metrics once I h"See full answer
"1. Understand the "Why" (Deep Dive) - Before jumping to solutions, as a PM needs to precisely understand why users are unhappy. NPS gives us a score, but not the reasons. (0 -4 weeks)
Analyze Feedback: Go beyond the score. What are Detractors (0-6) saying? What do Promoters (9-10) love?
Qualitative Research:(VOC- voice of the customer) Conduct user interviews, analyze support tickets, and observe product usage. Pinpoint specific pain points (e.g., slow p"
Vishnu G. - "1. Understand the "Why" (Deep Dive) - Before jumping to solutions, as a PM needs to precisely understand why users are unhappy. NPS gives us a score, but not the reasons. (0 -4 weeks)
Analyze Feedback: Go beyond the score. What are Detractors (0-6) saying? What do Promoters (9-10) love?
Qualitative Research:(VOC- voice of the customer) Conduct user interviews, analyze support tickets, and observe product usage. Pinpoint specific pain points (e.g., slow p"See full answer
Product Manager
Analytical
+1 more
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"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
"Interviewer: What is your favourite Google product, and how would you improve it?
Shailesh: Alright, before that, let me clarify; I have to give the Google product, which I like the most, irrespective of how it is currently performing in the market, is it a market leader or not. Also, I need to justify why it is my favourite product and suggest some improvements.
Interviewer: Perfect
Shailesh: Okay, the way I would like to go about it is, first, I will explain what qualit"
Anonymous Muskox - "Interviewer: What is your favourite Google product, and how would you improve it?
Shailesh: Alright, before that, let me clarify; I have to give the Google product, which I like the most, irrespective of how it is currently performing in the market, is it a market leader or not. Also, I need to justify why it is my favourite product and suggest some improvements.
Interviewer: Perfect
Shailesh: Okay, the way I would like to go about it is, first, I will explain what qualit"See full answer
"Population of Bangalore - 1.4 cr
On an average 4 people live in 1 householde=> 1.4cr/4 => ~35L HouseHolds
Out of the 35L Household,
30% household
fall below poverty line
are not interested in ordering online due to their own personal reasons
prefers to visit to the hotel directly and eat instead of ordering online => Thus remaining is ~25L households
out of the 25L households,
assuming at least 20% of the households place one order on average on any given day will lead to 5L orders"
Volderdore - "Population of Bangalore - 1.4 cr
On an average 4 people live in 1 householde=> 1.4cr/4 => ~35L HouseHolds
Out of the 35L Household,
30% household
fall below poverty line
are not interested in ordering online due to their own personal reasons
prefers to visit to the hotel directly and eat instead of ordering online => Thus remaining is ~25L households
out of the 25L households,
assuming at least 20% of the households place one order on average on any given day will lead to 5L orders"See full answer
"Hallucinations are evaluated by measuring how often generated outputs contain information that is not supported by trusted sources.
what hallucination means in context:
Intrinsic hallucination: contradicts provided context
Extrinsic hallucination: introduces unsupported facts
Fabrication: confidently incorrect answers"
Hardik saurabh G. - "Hallucinations are evaluated by measuring how often generated outputs contain information that is not supported by trusted sources.
what hallucination means in context:
Intrinsic hallucination: contradicts provided context
Extrinsic hallucination: introduces unsupported facts
Fabrication: confidently incorrect answers"See full answer
"First, I want to understand why Airbnb is considering expanding into the restaurant space. Is the goal more user engagement, or unlock new monetization paths, or make the travel journey more memorable by connecting people with food?
Next, I want to define what success would look like for this expansion. That could mean high guest engagement or a boost in revenue.
Third, I will look at things like the volume of Airbnb travelers to the region, how big the dining market is, who the local competitor"
Ravindra R. - "First, I want to understand why Airbnb is considering expanding into the restaurant space. Is the goal more user engagement, or unlock new monetization paths, or make the travel journey more memorable by connecting people with food?
Next, I want to define what success would look like for this expansion. That could mean high guest engagement or a boost in revenue.
Third, I will look at things like the volume of Airbnb travelers to the region, how big the dining market is, who the local competitor"See full answer
"Batch Packing Problem
In Amazon’s massive warehouse inventory, there are different types of products. You are given an array products of size n, where products[i] represents the number of items of product type i. These products need to be packed into batches for shipping.
The batch packing must adhere to the following conditions:
No two items in the same batch can be of the same product type.
The number of items packed in the current batch must be strictly greater than the number pack"
Anonymous Goat - "Batch Packing Problem
In Amazon’s massive warehouse inventory, there are different types of products. You are given an array products of size n, where products[i] represents the number of items of product type i. These products need to be packed into batches for shipping.
The batch packing must adhere to the following conditions:
No two items in the same batch can be of the same product type.
The number of items packed in the current batch must be strictly greater than the number pack"See full answer
"Situation.
Initially, my team consisted of young guys who were hired by team leaders based on hardskills. Previously, the company had just begun the transition from a process-based to a product-based approach. In the process of searching and selecting candidates, the interests of the team and the product owner were not taken into account. The candidate didn't pass a behavioral interview on soft skills. Thus, the team consisted of diverse and talented guys, but not very interested in fast wor"
Anna D. - "Situation.
Initially, my team consisted of young guys who were hired by team leaders based on hardskills. Previously, the company had just begun the transition from a process-based to a product-based approach. In the process of searching and selecting candidates, the interests of the team and the product owner were not taken into account. The candidate didn't pass a behavioral interview on soft skills. Thus, the team consisted of diverse and talented guys, but not very interested in fast wor"See full answer
"Clarifying questions:
I assume we're focused on the consumer side of this?
** Yes
I am assuming post booking begins immediately after booking a ticket and ends when the user leaves the airport at their destination. Does that sound right?
** Yes
Goals:
United Airlines wants to get its passengers to their destination seamlessly, safely, and on time.
Users:
I think about user groups in 3 main buckets.
1) 24 hours following booking
2) >24 following booking through 24 hours before boarding
"
Steven M. - "Clarifying questions:
I assume we're focused on the consumer side of this?
** Yes
I am assuming post booking begins immediately after booking a ticket and ends when the user leaves the airport at their destination. Does that sound right?
** Yes
Goals:
United Airlines wants to get its passengers to their destination seamlessly, safely, and on time.
Users:
I think about user groups in 3 main buckets.
1) 24 hours following booking
2) >24 following booking through 24 hours before boarding
"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
"I'd approach this first with a clarifying questions geared towards fraud prevention as these are going to be important to actually finding a root solution. I'd want to take cues from the interviewer in order to then identify potential hypotheses.
Clarifying questions:
How is fraud calculated? It's important to clarify the metric used to know that fraud is increasing. For example, is this a percent of all customers or transactions?
Is the fraud that the merchant reported confirmed fraud"
Michelle D. - "I'd approach this first with a clarifying questions geared towards fraud prevention as these are going to be important to actually finding a root solution. I'd want to take cues from the interviewer in order to then identify potential hypotheses.
Clarifying questions:
How is fraud calculated? It's important to clarify the metric used to know that fraud is increasing. For example, is this a percent of all customers or transactions?
Is the fraud that the merchant reported confirmed fraud"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