"Clarifying Questions: Does parking mean a parking area where vehicles have a space to park? - Yes
Are we looking at a particular geography? - UK market
Roadmap of the answer: I am going to look at different users, their use cases on when they would want to park their vehicle, their pain points, the possible solution for this product, the MVP of the product along with the features and the metrics to be tracked
Different User Personas: Private car owners: Park car when they go out for socializing"
Rahul B. - "Clarifying Questions: Does parking mean a parking area where vehicles have a space to park? - Yes
Are we looking at a particular geography? - UK market
Roadmap of the answer: I am going to look at different users, their use cases on when they would want to park their vehicle, their pain points, the possible solution for this product, the MVP of the product along with the features and the metrics to be tracked
Different User Personas: Private car owners: Park car when they go out for socializing"See full answer
"Even more faster and vectorized version, using np.linalg.norm - to avoid loop and np.argpartition to select lowest k. We dont need to sort whole array - we need to be sure that first k elements are lower than the rest.
import numpy as np
def knn(Xtrain, ytrain, X_new, k):
distances = np.linalg.norm(Xtrain - Xnew, axis=1)
k_indices = np.argpartition(distances, k)[:k] # O(N) selection instead of O(N log N) sort
return int(np.sum(ytrain[kindices]) > k / 2.0)
`"
Dinar M. - "Even more faster and vectorized version, using np.linalg.norm - to avoid loop and np.argpartition to select lowest k. We dont need to sort whole array - we need to be sure that first k elements are lower than the rest.
import numpy as np
def knn(Xtrain, ytrain, X_new, k):
distances = np.linalg.norm(Xtrain - Xnew, axis=1)
k_indices = np.argpartition(distances, k)[:k] # O(N) selection instead of O(N log N) sort
return int(np.sum(ytrain[kindices]) > k / 2.0)
`"See full answer
"My style of inspiring / discovery sessions / brainstorming / execution guidance / upskiling the team has always been Outcome driven.
Outcomes always took the central focus of our efforts, and hence easier prioritisation and a clarity on why a decision failed or succeeded. I take personal responsibility to help the teams to define outcomes if it is a complicated charter and for most help them fine tune the outcomes to keep them simple, progressive and aspirational."
RestlessMonk - "My style of inspiring / discovery sessions / brainstorming / execution guidance / upskiling the team has always been Outcome driven.
Outcomes always took the central focus of our efforts, and hence easier prioritisation and a clarity on why a decision failed or succeeded. I take personal responsibility to help the teams to define outcomes if it is a complicated charter and for most help them fine tune the outcomes to keep them simple, progressive and aspirational."See full answer
"I would like to understand the reason why the conclusion was made to even have google maps for kids, assumption here is kids are aged 1 to 5.
Some clarifying questions
Are the kids in this scenario traveling all alone or accompanied by their parents
Kids are using google maps to let their parents know the directions (at times parents want to educate kids)
Kids are helping others with directions to their destination.
The consideration here is that kids would use maps for following s"
Rakesh K. - "I would like to understand the reason why the conclusion was made to even have google maps for kids, assumption here is kids are aged 1 to 5.
Some clarifying questions
Are the kids in this scenario traveling all alone or accompanied by their parents
Kids are using google maps to let their parents know the directions (at times parents want to educate kids)
Kids are helping others with directions to their destination.
The consideration here is that kids would use maps for following s"See full answer
"I will ask few clarifying questions to the interviewer:
Is there any specific application that we are referring to (assuming B2C website/app)
What are we Trading off here (assuming Requirements/Features)
I will consider following criteria to prioritize Trade offs:
Impact on User experience: In terms of usability, reliability, and efficiency
Usability: Ease of Use, Intuitive UI
Reliability: Functions as expected and produces desired results, tolerates user mistakes and prevents unauthor"
Saket S. - "I will ask few clarifying questions to the interviewer:
Is there any specific application that we are referring to (assuming B2C website/app)
What are we Trading off here (assuming Requirements/Features)
I will consider following criteria to prioritize Trade offs:
Impact on User experience: In terms of usability, reliability, and efficiency
Usability: Ease of Use, Intuitive UI
Reliability: Functions as expected and produces desired results, tolerates user mistakes and prevents unauthor"See full answer
"Clarified whether this drop is observed in a particular geography or with a particular demography or devices. Then moved to the analysis of any bugs or flow broken or any defects. If not then talk about any competitor launching a product or feature in a similar category. If yes then double down on that or else speak about any political or marketing campaign that's been launched or any negative news about Facebook. What-Why analysis and concluded with a possible cause."
Aekagra S. - "Clarified whether this drop is observed in a particular geography or with a particular demography or devices. Then moved to the analysis of any bugs or flow broken or any defects. If not then talk about any competitor launching a product or feature in a similar category. If yes then double down on that or else speak about any political or marketing campaign that's been launched or any negative news about Facebook. What-Why analysis and concluded with a possible cause."See full answer
"Clarify the problem to ensure you understand what to improve - reactions are used to react to posts or comments. They show the reactors' sentiments, emotions, and opinions in a simple yet clear manner without using words.
Business Objectives
What are the business objectives that we need to consider before digging deeper? Are there specific goals that we're trying to achieve by improving the reactions feature?
We want to increase the number of engagement and want more users to react acro"
Angie B. - "Clarify the problem to ensure you understand what to improve - reactions are used to react to posts or comments. They show the reactors' sentiments, emotions, and opinions in a simple yet clear manner without using words.
Business Objectives
What are the business objectives that we need to consider before digging deeper? Are there specific goals that we're trying to achieve by improving the reactions feature?
We want to increase the number of engagement and want more users to react acro"See full answer
"Imagine you're playing with a big box of colorful building blocks. You know how sometimes you want to build a tall tower, and other times you want to make a cool car or a cozy house?
Well, a product manager is like the person who helps decide what kind of things we should build with those blocks. They talk to all your friends and ask, "Hey, what would be the most fun to make with these blocks?" Then they tell the builders what to do, like which blocks to use and how to put them together.
And g"
Jonah S. - "Imagine you're playing with a big box of colorful building blocks. You know how sometimes you want to build a tall tower, and other times you want to make a cool car or a cozy house?
Well, a product manager is like the person who helps decide what kind of things we should build with those blocks. They talk to all your friends and ask, "Hey, what would be the most fun to make with these blocks?" Then they tell the builders what to do, like which blocks to use and how to put them together.
And g"See full answer
"In order to answer this question, I am going to do the following:
Ask some clarifying questions
Go through some major external and internal possible causes
Hypothesize and test/valid
Conclusion
1. Ask clarifying questions
Any particular market? Is it a US market or a new market with less than 12-18 months of full operation
US market
What do you mean by a given city? - Metropolitan with plenty of public transportations (subway, bus, etc), a large city with limit"
Christopher K. - "In order to answer this question, I am going to do the following:
Ask some clarifying questions
Go through some major external and internal possible causes
Hypothesize and test/valid
Conclusion
1. Ask clarifying questions
Any particular market? Is it a US market or a new market with less than 12-18 months of full operation
US market
What do you mean by a given city? - Metropolitan with plenty of public transportations (subway, bus, etc), a large city with limit"See full answer
"Questions for interviewer:
How many team members are there?
How much is the bandwidth required for each user?
As of now radio-frequency (RF) signals are used to communicate with Moon. However in order to create a high speed network, we should be using laser communications. NASA has done research on it and results have proved that it is 10-100 times better than RF signals (around 100 Gbits/second). Geosynchronous satellites must be used to send communications and data back and forth betwe"
Anirudh G. - "Questions for interviewer:
How many team members are there?
How much is the bandwidth required for each user?
As of now radio-frequency (RF) signals are used to communicate with Moon. However in order to create a high speed network, we should be using laser communications. NASA has done research on it and results have proved that it is 10-100 times better than RF signals (around 100 Gbits/second). Geosynchronous satellites must be used to send communications and data back and forth betwe"See full answer
"Clarifying Statement - Stripe has a bunch of B2B products aimed at SMB's
My favorite Product - Stripe Atlas
Why - it solves a real need to simplify the process and workflow to start a business and navigate through the hurdles of opening online shop in a foreign country"
Product V. - "Clarifying Statement - Stripe has a bunch of B2B products aimed at SMB's
My favorite Product - Stripe Atlas
Why - it solves a real need to simplify the process and workflow to start a business and navigate through the hurdles of opening online shop in a foreign country"See full answer
"As a direct competitor to my favorite product, our mission is to enhance productivity for creative professionals. Targeting small design agencies, our solution offers a streamlined project management platform tailored to their specific needs. Launch feasibility relies on user feedback, ensuring impact and monetization through subscription-based pricing. Success metrics include user engagement and retention rates."
Devendra B. - "As a direct competitor to my favorite product, our mission is to enhance productivity for creative professionals. Targeting small design agencies, our solution offers a streamlined project management platform tailored to their specific needs. Launch feasibility relies on user feedback, ensuring impact and monetization through subscription-based pricing. Success metrics include user engagement and retention rates."See full answer
"First I want to look at how Facebook stories overlaps with Facebook’s mission. I can see pretty instantly that stories stays true to Facebook’s mission with bringing the world together and connecting friends and families.
I want to make sure I understand the product journey. Facebook stories allows users to post videos and photos. While also being able to add filters, music, and stickers. Users are also able to comment on other stories and react to them.
Does that sound correct? Interview: Ye"
Ben L. - "First I want to look at how Facebook stories overlaps with Facebook’s mission. I can see pretty instantly that stories stays true to Facebook’s mission with bringing the world together and connecting friends and families.
I want to make sure I understand the product journey. Facebook stories allows users to post videos and photos. While also being able to add filters, music, and stickers. Users are also able to comment on other stories and react to them.
Does that sound correct? Interview: Ye"See full answer
"Clarifying question(s)
Is the upcoming deadline an internal milestone or is it an external facing deadline (ie. compliance/ product launch / feature release)? What would be the repercussion/Is there any possibility of moving the deadline (if needed)?
Do we know any details on the team member, Jane in terms of how long the sick leave is likely to be? Is it a fever or is it something bigger that could have her out for much longer?
Situation: Jane taking sick leave and the project has an upcom"
Adib M. - "Clarifying question(s)
Is the upcoming deadline an internal milestone or is it an external facing deadline (ie. compliance/ product launch / feature release)? What would be the repercussion/Is there any possibility of moving the deadline (if needed)?
Do we know any details on the team member, Jane in terms of how long the sick leave is likely to be? Is it a fever or is it something bigger that could have her out for much longer?
Situation: Jane taking sick leave and the project has an upcom"See full answer