"In order to train a machine learning model for license plate detection, which is essentially image recognition, I would first need a large labeled dataset of images featuring license plates. From hereon, I would use a model architecture suitable for image-related tasks, like CNNs (Convolutional Neural Networks).
When it comes to deploying the model, I would first optimize it, aiming for the best balance between speed and accuracy. Depending on the specifications, the model could be deployed eith"
Surbhi G. - "In order to train a machine learning model for license plate detection, which is essentially image recognition, I would first need a large labeled dataset of images featuring license plates. From hereon, I would use a model architecture suitable for image-related tasks, like CNNs (Convolutional Neural Networks).
When it comes to deploying the model, I would first optimize it, aiming for the best balance between speed and accuracy. Depending on the specifications, the model could be deployed eith"See full answer
"Clarify:
Is this an app that we want to house within the FB ecosystem, or will this be a standalone app?
When we say food delivery, do we mean meals that are ready to eat? Groceries? Convenience store items?
Assumptions: Let's make some assumptions here:
App will not be housed in with FB ecosystem. This is not even an app associated with FB.
Food delivery will be defined as delivering meal(s) that are ready to eat when you receive them
**Goal: Take on the incumbents by addressi"
Jonathan O. - "Clarify:
Is this an app that we want to house within the FB ecosystem, or will this be a standalone app?
When we say food delivery, do we mean meals that are ready to eat? Groceries? Convenience store items?
Assumptions: Let's make some assumptions here:
App will not be housed in with FB ecosystem. This is not even an app associated with FB.
Food delivery will be defined as delivering meal(s) that are ready to eat when you receive them
**Goal: Take on the incumbents by addressi"See full answer
"Clarifying question - Fb Timeline is essentially my profile wall on FB where I can post content. My friends, friends of friends or other users of FB can come and view my profile and stay connected. Content that I post on my timeline, also gets cross posted on my friends feed. Is that understanding correct? Are there any new goals of change of product strategy that I need to be aware of?
Motivation/Why - FB timeline is a mature product, but it still aligns very well with Meta mission of connec"
M A. - "Clarifying question - Fb Timeline is essentially my profile wall on FB where I can post content. My friends, friends of friends or other users of FB can come and view my profile and stay connected. Content that I post on my timeline, also gets cross posted on my friends feed. Is that understanding correct? Are there any new goals of change of product strategy that I need to be aware of?
Motivation/Why - FB timeline is a mature product, but it still aligns very well with Meta mission of connec"See full answer
"Before we begin, it's important to understand what the interviewer is testing with this type of question. This is a Strategy Question that tests an interviewee's ability to create compelling arguments from high level information, discern motive, and think strategically. We can split this question into two views: is Spotify's high churn rate okay or not? Let's see the argument that is bad, and then the opposing side.
High churn is bad
We'll first give the naive argument here — that churn i"
Exponent - "Before we begin, it's important to understand what the interviewer is testing with this type of question. This is a Strategy Question that tests an interviewee's ability to create compelling arguments from high level information, discern motive, and think strategically. We can split this question into two views: is Spotify's high churn rate okay or not? Let's see the argument that is bad, and then the opposing side.
High churn is bad
We'll first give the naive argument here — that churn i"See full answer
"I'd like the phone to suggest actions according to the time of the day. For example: open in the morning the WhatsApp group of my daughter's class, at 4 o'clock suggest calling the after school teacher so she'll send my daughter to the school's gate, etc."
Adi S. - "I'd like the phone to suggest actions according to the time of the day. For example: open in the morning the WhatsApp group of my daughter's class, at 4 o'clock suggest calling the after school teacher so she'll send my daughter to the school's gate, etc."See full answer
"It is NYC so mainly a business area. Also, there will be travelers to visit.
Now we estimate that 5% of them are business travelers
and 3 % of them are tourist
So 8000000*5% = 400000 is Business
And 7600000*3% = 228000 is tourist
Now we also need to consider there are a family tourist who will use the same room that let us estimate 40% of the tourists are family means 40% * 7988000M = 91200 family
and 1368000 is solo travelers
45600 are family room required considering there are 2 fa"
Indranil G. - "It is NYC so mainly a business area. Also, there will be travelers to visit.
Now we estimate that 5% of them are business travelers
and 3 % of them are tourist
So 8000000*5% = 400000 is Business
And 7600000*3% = 228000 is tourist
Now we also need to consider there are a family tourist who will use the same room that let us estimate 40% of the tourists are family means 40% * 7988000M = 91200 family
and 1368000 is solo travelers
45600 are family room required considering there are 2 fa"See full answer
"Gusto provides the platform for HR services, Employee management/Payroll etc
Why 2-factor authentication?
Due to increasing cyber attacks, it is more important that the user identity be verified because the password verification doesn't seem to be just enough
Passwords are compromised at times to bots, so a most robust mechanism is required which can identify that the authorized users are logging and using services
Customers have often reported lack of confidence in using the product"
Himant G. - "Gusto provides the platform for HR services, Employee management/Payroll etc
Why 2-factor authentication?
Due to increasing cyber attacks, it is more important that the user identity be verified because the password verification doesn't seem to be just enough
Passwords are compromised at times to bots, so a most robust mechanism is required which can identify that the authorized users are logging and using services
Customers have often reported lack of confidence in using the product"See full answer
"I would start by asking what exactly is Yelp for Business or defining the product, which is a way for local businesses to host their listings, allow reviewers to post reviews, and potential for businesses to promote their listings/businesses via ads.
Then would define the goal of the product - if I assume - to connect people with your business.
Then the golden question - why do we want to improve?
Have we seen a downward trend?
Have we had user or business feedback?
Is there a"
Umang S. - "I would start by asking what exactly is Yelp for Business or defining the product, which is a way for local businesses to host their listings, allow reviewers to post reviews, and potential for businesses to promote their listings/businesses via ads.
Then would define the goal of the product - if I assume - to connect people with your business.
Then the golden question - why do we want to improve?
Have we seen a downward trend?
Have we had user or business feedback?
Is there a"See full answer
"Google Glass, first released in 2014, failed spectacularly due to its well-publicized issues around privacy concerns. Few will forget the term 'glassholes' for those who use Google Glass ability to record everyday life, potentially without any permission from those being recorded.
However, Augmented Reality is now much closer to the public imagination. Augmented reality will go through many iterations. Important for user acceptance is that the glasses look and feel just like normal glasses. Th"
Peter H. - "Google Glass, first released in 2014, failed spectacularly due to its well-publicized issues around privacy concerns. Few will forget the term 'glassholes' for those who use Google Glass ability to record everyday life, potentially without any permission from those being recorded.
However, Augmented Reality is now much closer to the public imagination. Augmented reality will go through many iterations. Important for user acceptance is that the glasses look and feel just like normal glasses. Th"See full answer
"I will compromise on the statistical parameters up to some extent (significance value and test power) and complete the test."
Naga M. - "I will compromise on the statistical parameters up to some extent (significance value and test power) and complete the test."See full answer
"Clarifying questions :
Which Kindle device are we talking about ? Kindle paper white, Kindle Oasis? , Kindle paper white 6.9' , Kindle tabs ? - Kindle oasis
Kindle Oasis , what are the metric we are trying to achieve ? users onboarding? more marketshare? onboard amazon existing customers
Landscape :
Competition : In ebook readers, the main competition comes from Kobo, iPads, tabs. Kindle oasis feature is especially and absolutely for reading purpose and buying books to read and th"
Priya K. - "Clarifying questions :
Which Kindle device are we talking about ? Kindle paper white, Kindle Oasis? , Kindle paper white 6.9' , Kindle tabs ? - Kindle oasis
Kindle Oasis , what are the metric we are trying to achieve ? users onboarding? more marketshare? onboard amazon existing customers
Landscape :
Competition : In ebook readers, the main competition comes from Kobo, iPads, tabs. Kindle oasis feature is especially and absolutely for reading purpose and buying books to read and th"See full answer