"Picked Turo, prioritized customer (renter) persona, listed a few paint points across three pillars - Tool, Car Owner, Car
Worst Case scenarios
Order did not go through, no order confirmation received
Notification issue with tool
Owner not replying
Owner did not deliver car as expected - delayed or no show
5 Issues with car - not clean, not as promised, dirty, engine isssues
Car breakdown after pickup
Payment issues
Fraud
I picked up no show as an issue which could b"
Saurabh G. - "Picked Turo, prioritized customer (renter) persona, listed a few paint points across three pillars - Tool, Car Owner, Car
Worst Case scenarios
Order did not go through, no order confirmation received
Notification issue with tool
Owner not replying
Owner did not deliver car as expected - delayed or no show
5 Issues with car - not clean, not as promised, dirty, engine isssues
Car breakdown after pickup
Payment issues
Fraud
I picked up no show as an issue which could b"See full answer
"Clarification
Are we focusing on the Amazon shopping cart specifically, or are there any other features involved?
Are there any specific user groups (e.g., Prime users, international users) we need to consider?
Is there a particular focus on conversion or user engagement?
1. Business Context
Feature Goal: The cart serves as the gateway between user interest and the actual purchase, helping to reduce friction in the buying process.
Business Model:Amazon take"
Ram - "Clarification
Are we focusing on the Amazon shopping cart specifically, or are there any other features involved?
Are there any specific user groups (e.g., Prime users, international users) we need to consider?
Is there a particular focus on conversion or user engagement?
1. Business Context
Feature Goal: The cart serves as the gateway between user interest and the actual purchase, helping to reduce friction in the buying process.
Business Model:Amazon take"See full answer
"To know whether a parking spot is available or not, the parking spot needs to have a sensor. So each parking spot should have a sensor that identifies whether the spot is available.
These sensors send data to the application/database.
The data in the application/database can be used to show which spots are available and which are not in the front-end app.
Make sure there are no bugs in the code and that the code is written efficiently.
Make sure the data gets updated very fast and"
Sreeram reddy B. - "To know whether a parking spot is available or not, the parking spot needs to have a sensor. So each parking spot should have a sensor that identifies whether the spot is available.
These sensors send data to the application/database.
The data in the application/database can be used to show which spots are available and which are not in the front-end app.
Make sure there are no bugs in the code and that the code is written efficiently.
Make sure the data gets updated very fast and"See full answer
"Problem Understanding
Is it within FB applications? > Yes
FB Date has one on one matching. Can I consider extending existing capability?
After matching, are we considering interactions within FB as well?
FB mission is to give people power to connect build community and bring the world closer. Building connection through content engagement is the core of the FB product. With increased demand on learning online and velocity of acquiring new skills required to find a job or sustain in"
Soodong P. - "Problem Understanding
Is it within FB applications? > Yes
FB Date has one on one matching. Can I consider extending existing capability?
After matching, are we considering interactions within FB as well?
FB mission is to give people power to connect build community and bring the world closer. Building connection through content engagement is the core of the FB product. With increased demand on learning online and velocity of acquiring new skills required to find a job or sustain in"See full answer
"Clarifying questions : When we speak about video buffering, are we looking at long video (more than an hour), medium video, short videos and shorts? I will assume its all video types.
Is this was a steady increase or sudden one and over what time period? I will assume sudden one over last week?
Has we experienced any such issues in the past or trends? I will assume no.
Are we experiencing this globaly or for some region? I assume globaly
The KPI we are measuring is Average Video Buffering T"
Aeshvarya J. - "Clarifying questions : When we speak about video buffering, are we looking at long video (more than an hour), medium video, short videos and shorts? I will assume its all video types.
Is this was a steady increase or sudden one and over what time period? I will assume sudden one over last week?
Has we experienced any such issues in the past or trends? I will assume no.
Are we experiencing this globaly or for some region? I assume globaly
The KPI we are measuring is Average Video Buffering T"See full answer
Product Manager
Execution
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🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"I always strive to use feedback as a learning opportunity to enhance my skills and performance. Since I don't have recent negative feedback to share, I constantly seek constructive criticism and feedback to improve. In my experiences, I've received valuable input that has helped me refine my approach, such as enhancing communication methods or adjusting certain processes for better efficiency. Whether positive or negative, feedback is instrumental in professional growth, and I actively use it to"
Balakrishnan J. - "I always strive to use feedback as a learning opportunity to enhance my skills and performance. Since I don't have recent negative feedback to share, I constantly seek constructive criticism and feedback to improve. In my experiences, I've received valuable input that has helped me refine my approach, such as enhancing communication methods or adjusting certain processes for better efficiency. Whether positive or negative, feedback is instrumental in professional growth, and I actively use it to"See full answer
"What do all data scientists need to know about how to work with very large datasets?
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Corrin Lakeland
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, M.S. Data Science, University of St. Thomas, St. Paul (2018)6yData Science consultant and managerUpvoted by[Tom Halloin](https://www.quora"
Hayatu H. - "What do all data scientists need to know about how to work with very large datasets?
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Corrin Lakeland
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, M.S. Data Science, University of St. Thomas, St. Paul (2018)6yData Science consultant and managerUpvoted by[Tom Halloin](https://www.quora"See full answer
"Start with OpenTable's goal: making reservations easier for customers. If user's are having bad experiences then that impacts the key metrics ( # of bookings), create a negative brand perception with the potential to lose customers.
Focus on ecosystem: customers making reservations & merchants/businesses each have different pain points. For the sake of time, focus on customer's experience.
Post Booking User Flow
User receives a post booking confirmation (date/time"
Danyal R. - "Start with OpenTable's goal: making reservations easier for customers. If user's are having bad experiences then that impacts the key metrics ( # of bookings), create a negative brand perception with the potential to lose customers.
Focus on ecosystem: customers making reservations & merchants/businesses each have different pain points. For the sake of time, focus on customer's experience.
Post Booking User Flow
User receives a post booking confirmation (date/time"See full answer
"To clarify the question, we need to know
What portion of “food” are we discussing? All groceries, cold ready-to-heat meals, meal kits, hot meals, or something else? Finding “something else” presents the opportunity to invent a new sector of the business that leverages Amazon’s unique strengths. That’s more likely to be a winner idea, from Amazon’s perspective and the interviewer’s opinion of you, than copying some other company’s existing approach. But it’s also possible the interviewer has a"
Jonathan S. - "To clarify the question, we need to know
What portion of “food” are we discussing? All groceries, cold ready-to-heat meals, meal kits, hot meals, or something else? Finding “something else” presents the opportunity to invent a new sector of the business that leverages Amazon’s unique strengths. That’s more likely to be a winner idea, from Amazon’s perspective and the interviewer’s opinion of you, than copying some other company’s existing approach. But it’s also possible the interviewer has a"See full answer
"ATTEMPT 2:
Facebook Dating
Sign up for a dating profile if you have FB account
You see profiles of others who signed up
It’s presented in a form browse cards
Like or Not like profile
Like + Like = Match = Unlocks to exchange messages
Meetup + Date
Facebook Dating - Helping people meet to date -> potential connections or long-term partner or marriage
Users
Just to date / meet new people
Look for a meaningful relationship
Look for marriage or partners"
Anonymous Warbler - "ATTEMPT 2:
Facebook Dating
Sign up for a dating profile if you have FB account
You see profiles of others who signed up
It’s presented in a form browse cards
Like or Not like profile
Like + Like = Match = Unlocks to exchange messages
Meetup + Date
Facebook Dating - Helping people meet to date -> potential connections or long-term partner or marriage
Users
Just to date / meet new people
Look for a meaningful relationship
Look for marriage or partners"See full answer
"
Here is a sample response from FANG PM Assistant in ChatGPT https://chat.openai.com/g/g-Z8yp2xrzt-fang-pm-interview-assistant
1. \\Product Goals\\
Primary Goal: Enhance user engagement by providing a highly personalized and intuitive experience.
Secondary Goals: Increase transaction volume, expand user base, and promote financial products tailored to user needs.
2. \\User Personas\\
Urban Professionals: Frequent users of digital payments, interested in invest"
Manish M. - "
Here is a sample response from FANG PM Assistant in ChatGPT https://chat.openai.com/g/g-Z8yp2xrzt-fang-pm-interview-assistant
1. \\Product Goals\\
Primary Goal: Enhance user engagement by providing a highly personalized and intuitive experience.
Secondary Goals: Increase transaction volume, expand user base, and promote financial products tailored to user needs.
2. \\User Personas\\
Urban Professionals: Frequent users of digital payments, interested in invest"See full answer
"Gradient Descent is an optimisation strategy used in several supervised learning models. It is the technique for finding the optimum solution of an objective function. Typically, for a linear regression use case, it is used to find the weights and bias that produce the lowest loss.
It involves computing the partial derivative of the objective function with respect to the weight and bias vectors. To find the optima of the function, the derivative is equated to 0, and iteratively the weight and b"
Megha V. - "Gradient Descent is an optimisation strategy used in several supervised learning models. It is the technique for finding the optimum solution of an objective function. Typically, for a linear regression use case, it is used to find the weights and bias that produce the lowest loss.
It involves computing the partial derivative of the objective function with respect to the weight and bias vectors. To find the optima of the function, the derivative is equated to 0, and iteratively the weight and b"See full answer
"Clarifying questions (since there is no interviewer to clarify, I will state and make my assumptions below):
Is this an app for park-goers, Six Flags employees, or some other stakeholder?
Assumption: this is an app for park-goers
Is there an age-limit on the app?
Assumption: There is no specific age-limit, but it should be family friendly
Will this app be standardized across all Six Flags locations?
Assumption: yes
To design this product, I will explain my thought proces"
Izzy K. - "Clarifying questions (since there is no interviewer to clarify, I will state and make my assumptions below):
Is this an app for park-goers, Six Flags employees, or some other stakeholder?
Assumption: this is an app for park-goers
Is there an age-limit on the app?
Assumption: There is no specific age-limit, but it should be family friendly
Will this app be standardized across all Six Flags locations?
Assumption: yes
To design this product, I will explain my thought proces"See full answer
"5 reasons
Gmail search is real time
Gmail search needs to be 100% accurate
Does not have significant caching / hot searches
Less hardware used as user info cant be sprayed across machines
Gmail storage is different, as needs decryption on every"
Mohit G. - "5 reasons
Gmail search is real time
Gmail search needs to be 100% accurate
Does not have significant caching / hot searches
Less hardware used as user info cant be sprayed across machines
Gmail storage is different, as needs decryption on every"See full answer
"CQ:
Goal - connect two large continents, reduce the distance
Is it a motorable bridge -?
Any specific use case on mind?
Summarise: come up with the use cases of the bridge
Google’s mission -> organise world’s information and make them more accessible and useful
A bridge that way is a great way to reduce the distance between two large separate continents. This bridge can help spread information faster
Possible Use cases of the bridge:
Transportation of physical goods: Since road tran"
Anonymous Newt - "CQ:
Goal - connect two large continents, reduce the distance
Is it a motorable bridge -?
Any specific use case on mind?
Summarise: come up with the use cases of the bridge
Google’s mission -> organise world’s information and make them more accessible and useful
A bridge that way is a great way to reduce the distance between two large separate continents. This bridge can help spread information faster
Possible Use cases of the bridge:
Transportation of physical goods: Since road tran"See full answer