"Deep Learning is a part of Artificial Intelligence, it's like teaching the machine to think and make decisions on its own. It's like how we teach a child the concept of an apple - it's round, red, has a stem on top. We show them multiple pictures of apples and then they understand and can recognize an apple in future. Similarly, we feed lots of data to the machine, and slowly, it starts learning from that data, and can then make relevant predictions or decisions based on what it has learnt.
A co"
Surbhi G. - "Deep Learning is a part of Artificial Intelligence, it's like teaching the machine to think and make decisions on its own. It's like how we teach a child the concept of an apple - it's round, red, has a stem on top. We show them multiple pictures of apples and then they understand and can recognize an apple in future. Similarly, we feed lots of data to the machine, and slowly, it starts learning from that data, and can then make relevant predictions or decisions based on what it has learnt.
A co"See full answer
"If it's a product end to end, then there's a lot to say. If it's just a feature on top of a product then I will focus on the complexity and how I break complex tasks into small milestones to partner with XFN teams to nail it. Focus on situation, task, actions and results"
S G. - "If it's a product end to end, then there's a lot to say. If it's just a feature on top of a product then I will focus on the complexity and how I break complex tasks into small milestones to partner with XFN teams to nail it. Focus on situation, task, actions and results"See full answer
"clarifying questions:
what is the business goal- we can consider monetization and user adoption. I will choose monetization
any resource constraint to be aware of?
which geographic location are we looking to pilot this product? we should consider the USA for now
framework
user segmentation
pain points
potential solutions
success metrics
implementation
summary
users
celebrants
well-wishers
brands
in prioritizing user segments, I will consider the user segment that"
Anonymous Finch - "clarifying questions:
what is the business goal- we can consider monetization and user adoption. I will choose monetization
any resource constraint to be aware of?
which geographic location are we looking to pilot this product? we should consider the USA for now
framework
user segmentation
pain points
potential solutions
success metrics
implementation
summary
users
celebrants
well-wishers
brands
in prioritizing user segments, I will consider the user segment that"See full answer
"Clarification Questions
I am assuming we need to deliver the packages to the doorstep.
I am assuming we need to deliver all the packages which are ordered in a single day.
For more product interview experience, please visit TechnoManagers
https://technomanagers101.blogspot.com/
High level formula
Number of Drones required = (US Population 330M)(Excluding 30% those below 10 years and above 65 years)(internet penetration 90%)([ (10% high networth people)(30 orders per year) ] + ["
Anonymous Muskox - "Clarification Questions
I am assuming we need to deliver the packages to the doorstep.
I am assuming we need to deliver all the packages which are ordered in a single day.
For more product interview experience, please visit TechnoManagers
https://technomanagers101.blogspot.com/
High level formula
Number of Drones required = (US Population 330M)(Excluding 30% those below 10 years and above 65 years)(internet penetration 90%)([ (10% high networth people)(30 orders per year) ] + ["See full answer
Product Manager
Estimation
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"Questions:
Clarify: High school = grades 9-12?
So roughly ages 15-18 (4 years)?
Are we talking about all high-school aged kids, or kids who actually attend HS?
Do we count home schoolers? Drop outs?
Assumptions:
Let's assume we're estimating the number of children in the U.S. who are enrolled in/attend HS
Assuming a uniform distribution of the population across ages
Approach:
U.S. Population = 300m
Average lifespan = 80 years
4 years represented by HS age = 5% of the populati"
Chelsea F. - "Questions:
Clarify: High school = grades 9-12?
So roughly ages 15-18 (4 years)?
Are we talking about all high-school aged kids, or kids who actually attend HS?
Do we count home schoolers? Drop outs?
Assumptions:
Let's assume we're estimating the number of children in the U.S. who are enrolled in/attend HS
Assuming a uniform distribution of the population across ages
Approach:
U.S. Population = 300m
Average lifespan = 80 years
4 years represented by HS age = 5% of the populati"See full answer
"Netflix
Solves a problem that's mass market
High importance and people actively looking for new solutions
Value proposition
Variety of content
reasonable prices for tier 1, 2 and 3 cities
Available on mobile, desktops and tablets
Business model: subscription based, Revenue = f { # of users, lifetime of subscription, fee charged to user } --> Should Improve engagement to increase lifetime.
User journey:
Find content: Search for it / take a recommendation
Watch it
Give"
Rahul J. - "Netflix
Solves a problem that's mass market
High importance and people actively looking for new solutions
Value proposition
Variety of content
reasonable prices for tier 1, 2 and 3 cities
Available on mobile, desktops and tablets
Business model: subscription based, Revenue = f { # of users, lifetime of subscription, fee charged to user } --> Should Improve engagement to increase lifetime.
User journey:
Find content: Search for it / take a recommendation
Watch it
Give"See full answer
"DMV is the Department for Motor Vehicles, notorious for long wait times and an overall poor customer experience.
I'm not familiar with the different functions that the DMV serves, but from my understanding, people go to the DMV when they want to renew their drivers licenses, so I would like to focus on that for now.
Current experience:
Long wait time to get drivers license photo taken
I am really not familiar with any other services the DMV provides, so I will focus on taking photos.
Pain"
Andrew M. - "DMV is the Department for Motor Vehicles, notorious for long wait times and an overall poor customer experience.
I'm not familiar with the different functions that the DMV serves, but from my understanding, people go to the DMV when they want to renew their drivers licenses, so I would like to focus on that for now.
Current experience:
Long wait time to get drivers license photo taken
I am really not familiar with any other services the DMV provides, so I will focus on taking photos.
Pain"See full answer
"Note: This is my answer that I generated loosely while I was practicing this question. I didnt want to go down the product design framework as this is more of an execution question, so I came up with my own zombified framework to focus more on strategy + execution. Open to feedback on my answer - understand its not the most perfect!
Question: How would I launch a digital library product as a Google PM
Clarifications:
Standalone product? : standalone
Region specific: No (up to me)
Goa"
Roy C. - "Note: This is my answer that I generated loosely while I was practicing this question. I didnt want to go down the product design framework as this is more of an execution question, so I came up with my own zombified framework to focus more on strategy + execution. Open to feedback on my answer - understand its not the most perfect!
Question: How would I launch a digital library product as a Google PM
Clarifications:
Standalone product? : standalone
Region specific: No (up to me)
Goa"See full answer
"Assume you have a talking toy that can record voice. Machine learning is this magic that you could use to make this toy really useful for yourself. For a week - talk to this toy about your favorite color, favorite breakfast, what kind of weather you like, so on. The following week you could ask questions like today's weather is so and so - what breakfast should I have? , when should I plan a play date with my friends etc.."
Srinivas P. - "Assume you have a talking toy that can record voice. Machine learning is this magic that you could use to make this toy really useful for yourself. For a week - talk to this toy about your favorite color, favorite breakfast, what kind of weather you like, so on. The following week you could ask questions like today's weather is so and so - what breakfast should I have? , when should I plan a play date with my friends etc.."See full answer
"My use of Pinterest is somewhat limited. Pinterest is a social network that enables users to save and share ideas in a visual manner. So whether you are interested in fashion, health, lifestyle, decor, sports, you can learn about those in a visual manner. Am I correct?
Of course, Pinterest provides recommendations for people to follow, makes it easy to save images as pins, categorize into various topics. The source of revenue is advertisements. That’s my understanding. Is there anything else I"
Bg - "My use of Pinterest is somewhat limited. Pinterest is a social network that enables users to save and share ideas in a visual manner. So whether you are interested in fashion, health, lifestyle, decor, sports, you can learn about those in a visual manner. Am I correct?
Of course, Pinterest provides recommendations for people to follow, makes it easy to save images as pins, categorize into various topics. The source of revenue is advertisements. That’s my understanding. Is there anything else I"See full answer
"After clarifying the question, answered in following way:
Defined what is Google Map. Discussed its history and dominant #1 current market position
Aligned with the Google's mission
Listed few users segments and few features for roadmap and discussed technology advancements & need to continue to innovate and differentiate aggressively"
Anonymous Tapir - "After clarifying the question, answered in following way:
Defined what is Google Map. Discussed its history and dominant #1 current market position
Aligned with the Google's mission
Listed few users segments and few features for roadmap and discussed technology advancements & need to continue to innovate and differentiate aggressively"See full answer
"I will start by asking some of the clarifying questions here -
Does the interviewer want me to focus on any specific region or it's a global product -
What's the timeline we are looking over here -
Any specific problem statement that I should be focusing on -
Any specific objective that they want me to drive
Some of these questions will help to get my head straight and align myself with the interviewer.
(2 mins to jot down my thoughts )
Answer -
Problem statement : Will focus on the cha"
Dhirendra S. - "I will start by asking some of the clarifying questions here -
Does the interviewer want me to focus on any specific region or it's a global product -
What's the timeline we are looking over here -
Any specific problem statement that I should be focusing on -
Any specific objective that they want me to drive
Some of these questions will help to get my head straight and align myself with the interviewer.
(2 mins to jot down my thoughts )
Answer -
Problem statement : Will focus on the cha"See full answer
"Clarify -
What is the product ? Autonomous driving capability
Technology as a vehicle to drive man driver capability
What is the current stage of project ? Technology is ready
I will start by understanding the Goal, Intention behind this initiative as I am considering myself new PM joined this team and I have to come up with go to market strategy.
Goal - More users to adopt and build trust with self driving car capability.
Target user persona
End user
Businesses
-Rideshare service
-Food"
Srikanth A. - "Clarify -
What is the product ? Autonomous driving capability
Technology as a vehicle to drive man driver capability
What is the current stage of project ? Technology is ready
I will start by understanding the Goal, Intention behind this initiative as I am considering myself new PM joined this team and I have to come up with go to market strategy.
Goal - More users to adopt and build trust with self driving car capability.
Target user persona
End user
Businesses
-Rideshare service
-Food"See full answer
"It could make Gmail less accessible to people who cannot afford to pay for it.
It could lead to users switching to other email providers.
It could damage Google's reputation as a company that provides free services."
Praful B. - "It could make Gmail less accessible to people who cannot afford to pay for it.
It could lead to users switching to other email providers.
It could damage Google's reputation as a company that provides free services."See full answer
"Whenever I find resistance to my idea, my general approach is to :
Validate my idea
Identify if it is a political reason or is it a valid engineering tech reason
Assuming it is not political but it is resource/difference of opinions that are causing resistance.
Then I would try to do a quick POC and show a value proposition for the idea to get the buy-in.
One similar situation happened
The situation was that stakeholders were promised a feature that would decrease their number of ticket"
Jaim - "Whenever I find resistance to my idea, my general approach is to :
Validate my idea
Identify if it is a political reason or is it a valid engineering tech reason
Assuming it is not political but it is resource/difference of opinions that are causing resistance.
Then I would try to do a quick POC and show a value proposition for the idea to get the buy-in.
One similar situation happened
The situation was that stakeholders were promised a feature that would decrease their number of ticket"See full answer
"Clarifying Questions
Goal - What is the goal for launching a new recommendation algorithm? (Assume an increase in user engagement)
User Persona
Using a recommendation system to explore new artists/songs in the same genre
Using a recommendation system to explore new genres of songs
Using a recommendation system to explore to format of content(Podcasts, Comedy, Stories)
Metrics to look at to analyze if we need a new algorithm or not.
Metrics
Number of songs listened to"
Henil S. - "Clarifying Questions
Goal - What is the goal for launching a new recommendation algorithm? (Assume an increase in user engagement)
User Persona
Using a recommendation system to explore new artists/songs in the same genre
Using a recommendation system to explore new genres of songs
Using a recommendation system to explore to format of content(Podcasts, Comedy, Stories)
Metrics to look at to analyze if we need a new algorithm or not.
Metrics
Number of songs listened to"See full answer