"The question refers to a very specific event: "step into the back for a few minutes, return and see a lot of people waiting"... I might try to clarify goals and scenario:
Before I stepped back, there were no ppl waiting? If so, we might be talking about a very specific, even uncommon scenario, in which optimizations for the complete serving system in the long term might not be needed. Maybe they even arrived all together and this is expected behavior.
Are people waiting for something specif"
Alfredo M. - "The question refers to a very specific event: "step into the back for a few minutes, return and see a lot of people waiting"... I might try to clarify goals and scenario:
Before I stepped back, there were no ppl waiting? If so, we might be talking about a very specific, even uncommon scenario, in which optimizations for the complete serving system in the long term might not be needed. Maybe they even arrived all together and this is expected behavior.
Are people waiting for something specif"See full answer
"def find_first(array: List[int], num: int) -> int:
lo = 0
hi = len(array)-1
while lo = num:
hi = mid - 1
if lo == mid and array[mid] == num:
return mid
else:
array[mid] < num
lo = mid + 1
return -1
`"
Gabriele G. - "def find_first(array: List[int], num: int) -> int:
lo = 0
hi = len(array)-1
while lo = num:
hi = mid - 1
if lo == mid and array[mid] == num:
return mid
else:
array[mid] < num
lo = mid + 1
return -1
`"See full answer
"Mission: to help users buy and sell products from groups. If we think about the value here, users want to join groups that sell/buy products of interest (young moms or vinyl), or location of interest, or trust, or some other factor - either from other users or SMBs.
User Actions:
create groups, join groups,
active in groups - make posts to sell or show interest in buying (like, commenting, sharing or ideally transacting)
deeper engagement - sharing , saving , searching more based on wh"
Sri A. - "Mission: to help users buy and sell products from groups. If we think about the value here, users want to join groups that sell/buy products of interest (young moms or vinyl), or location of interest, or trust, or some other factor - either from other users or SMBs.
User Actions:
create groups, join groups,
active in groups - make posts to sell or show interest in buying (like, commenting, sharing or ideally transacting)
deeper engagement - sharing , saving , searching more based on wh"See full answer
"Clarifying Questions:
By “down”, do we mean creation of messages (activation), engagement, or both?
My assumed answer: engagement
How are “messages” defined? Is it comments to posts, DMs, or posts themselves?
My assumed answer: DMs
How is engagement of DMs defined? Is it by number of DMs viewed, created, replied to?
My assumed answer: all of that
Quick Product Strategy Discussion:
Why messaging is important to LinkedIn
LinkedIn’s mission is"
Arthur Y. - "Clarifying Questions:
By “down”, do we mean creation of messages (activation), engagement, or both?
My assumed answer: engagement
How are “messages” defined? Is it comments to posts, DMs, or posts themselves?
My assumed answer: DMs
How is engagement of DMs defined? Is it by number of DMs viewed, created, replied to?
My assumed answer: all of that
Quick Product Strategy Discussion:
Why messaging is important to LinkedIn
LinkedIn’s mission is"See full answer
"P(A) = 0.6
P(B) = 0.4
P(D|A) = 0.05
P(D|B) = 0.03
Question asks to solve for P(A|D)
P(A|D) = (P(D|A) x P(A))/P(D) = (0.05 x 0.6)/(P(D|A) x P(A) + P(D|B) x P(B)) = (0.05 x 0.6)/(0.05 x 0.6+0.03 x 0.4) = 30/42 = 5/7 = 0.714
Notice above that P(D) = P(D|A) x P(A) + P(D|B) x P (B)"
Saurabh K. - "P(A) = 0.6
P(B) = 0.4
P(D|A) = 0.05
P(D|B) = 0.03
Question asks to solve for P(A|D)
P(A|D) = (P(D|A) x P(A))/P(D) = (0.05 x 0.6)/(P(D|A) x P(A) + P(D|B) x P(B)) = (0.05 x 0.6)/(0.05 x 0.6+0.03 x 0.4) = 30/42 = 5/7 = 0.714
Notice above that P(D) = P(D|A) x P(A) + P(D|B) x P (B)"See full answer
"To make sure we are on the same page, this is a feature in the current FB app that would make it easier for people to volunteer? Or more broadly, the feature would aim to expand the base of volunteers.
To start I want to dive deeper on the objective of the feature. Then we can look at possible users, pick a segment and outline their needs, then look at some solutions. We can then prioritize and see how we might roll something like this out. If I look at FB mission of building community and brin"
Anonymous Sparrow - "To make sure we are on the same page, this is a feature in the current FB app that would make it easier for people to volunteer? Or more broadly, the feature would aim to expand the base of volunteers.
To start I want to dive deeper on the objective of the feature. Then we can look at possible users, pick a segment and outline their needs, then look at some solutions. We can then prioritize and see how we might roll something like this out. If I look at FB mission of building community and brin"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
"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
"Estimate Google ads revenue.
Clarifications:
Google ads: only includes ads shown on Google search pages. It does not include any other ads such as display advertisement etc.
Google makes money everytime a user clicks on an ad.
Market - US
Monthly / Yearly - Yearly
Revenue in $
For 2020 ? - yes
So to state the Q again, I have to estimate Google’s annual search ads revenue for 2020.
Ads revene =( $ads clicked everyday * avg price per ad ) * 360
$ads clicked every"
D S. - "Estimate Google ads revenue.
Clarifications:
Google ads: only includes ads shown on Google search pages. It does not include any other ads such as display advertisement etc.
Google makes money everytime a user clicks on an ad.
Market - US
Monthly / Yearly - Yearly
Revenue in $
For 2020 ? - yes
So to state the Q again, I have to estimate Google’s annual search ads revenue for 2020.
Ads revene =( $ads clicked everyday * avg price per ad ) * 360
$ads clicked every"See full answer
"Would like to ask some clarifying questions:
Is it a digital product?
Yes? Application or website?
Geography we are targeting?
Assuming it is an app.
Are we a new company or startup?
Do we have any tie ups with other companies to reach a wider audience?
Assuming I am the product manager of this application – goal of the application is to encourage voting
more questions:
Are we in the election year? Nearing the voting phase?
If yes, then it will be easier for us to get users fo"
Prerak B. - "Would like to ask some clarifying questions:
Is it a digital product?
Yes? Application or website?
Geography we are targeting?
Assuming it is an app.
Are we a new company or startup?
Do we have any tie ups with other companies to reach a wider audience?
Assuming I am the product manager of this application – goal of the application is to encourage voting
more questions:
Are we in the election year? Nearing the voting phase?
If yes, then it will be easier for us to get users fo"See full answer
"During my internship at Inceptra Analytics, our team was working on improving the monthly reporting process for the operations department. I proposed switching from manual Excel reports to a Power BI dashboard to automate and visualize key metrics. However, some team members were hesitant—they felt the current process, although tedious, was more familiar and controllable. My task was to get buy-in from the team to adopt a more efficient reporting method without causing disruption or resistance."
Dhruv M. - "During my internship at Inceptra Analytics, our team was working on improving the monthly reporting process for the operations department. I proposed switching from manual Excel reports to a Power BI dashboard to automate and visualize key metrics. However, some team members were hesitant—they felt the current process, although tedious, was more familiar and controllable. My task was to get buy-in from the team to adopt a more efficient reporting method without causing disruption or resistance."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
"I broke the vehicles down by regions in the world. Designed a wireless api interface to sync with a database backend that linked to google maps through another service and api."
James H. - "I broke the vehicles down by regions in the world. Designed a wireless api interface to sync with a database backend that linked to google maps through another service and api."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
"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