"Clarifying questions: Company What kind of company are we? Tech giants like Google/FB, Watch manufacturers like TISSOT, Rolex, etc. Assume you are a startup that has recently raised a decent amount of funding. Is there any particular Geography in mind? Or let’s assume it to be the US for the sake of the case statement. Are there any constraints related to budget time? Let’s assume no constraints. and competition Product: What do you mean by smart alarm clock here? _A clock that tell"
Shoaib H. - "Clarifying questions: Company What kind of company are we? Tech giants like Google/FB, Watch manufacturers like TISSOT, Rolex, etc. Assume you are a startup that has recently raised a decent amount of funding. Is there any particular Geography in mind? Or let’s assume it to be the US for the sake of the case statement. Are there any constraints related to budget time? Let’s assume no constraints. and competition Product: What do you mean by smart alarm clock here? _A clock that tell"See full answer
"This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know. Recall the formula for Fermi problems: Ask clarifying questions Catalog what you know Make equation(s) Think about edge cases to add to equation **Breakdown components of your equat"
Exponent - "This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know. Recall the formula for Fermi problems: Ask clarifying questions Catalog what you know Make equation(s) Think about edge cases to add to equation **Breakdown components of your equat"See full answer
"I will talk about the carwash landscape here a bit. How futuristic do you want the solution to be - flying cars kind of futuristic or something that I can use even now ? What do you mean by a car wash - Is it a physical location where I take my car to OR is it something that I can install at home ? There are two sides to a car wash set up - the car wash company and the user - I am going to assume that we are building this solution for the user. Is there an specific goal in mind or I can cho"
Ramesh T. - "I will talk about the carwash landscape here a bit. How futuristic do you want the solution to be - flying cars kind of futuristic or something that I can use even now ? What do you mean by a car wash - Is it a physical location where I take my car to OR is it something that I can install at home ? There are two sides to a car wash set up - the car wash company and the user - I am going to assume that we are building this solution for the user. Is there an specific goal in mind or I can cho"See full answer
"Product management deals with new product development, enhancing existing products, monitoring the performance, planning, forecasting, monetization, pricing, product launch, and marketing of a product. Personally, I would like to improve many aspects of Product management. Try to understand the Product we are developing as much as possible. Brainstorm and think about long term goals and vision for product we are responsible for. Hypothesize the Product vision and value of the product for"
Avi P. - "Product management deals with new product development, enhancing existing products, monitoring the performance, planning, forecasting, monetization, pricing, product launch, and marketing of a product. Personally, I would like to improve many aspects of Product management. Try to understand the Product we are developing as much as possible. Brainstorm and think about long term goals and vision for product we are responsible for. Hypothesize the Product vision and value of the product for"See full answer
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"It is a very interesting question! Can I assume that the smell can be measured on a scale and it will be possible to identify something (like food) based on smell? I have no other question for now. Let me take a moment to review. ... We use smartphone primarily for communication (voice, video, internet), experience (ar, vr) and to get things done (apps). Smell brings a different dimension altogether. Here are some areas that I will research more. Convert smell data into something inform"
Bg - "It is a very interesting question! Can I assume that the smell can be measured on a scale and it will be possible to identify something (like food) based on smell? I have no other question for now. Let me take a moment to review. ... We use smartphone primarily for communication (voice, video, internet), experience (ar, vr) and to get things done (apps). Smell brings a different dimension altogether. Here are some areas that I will research more. Convert smell data into something inform"See full answer
"Metrics which Youtube Consider before building a recommender system Number of likes on a video by user The watch time of a video by the user The video disklied by the user The video share by a user The video skipped or churn with 20-30 seconds. Depending on this Youtube build a recommender system. The video suggestion feature in youtube works based on the recommender system. It may use a hybrid of batch prediction and online prediction. So depending on the above metrics, the youtube p"
Anonymous Muskox - "Metrics which Youtube Consider before building a recommender system Number of likes on a video by user The watch time of a video by the user The video disklied by the user The video share by a user The video skipped or churn with 20-30 seconds. Depending on this Youtube build a recommender system. The video suggestion feature in youtube works based on the recommender system. It may use a hybrid of batch prediction and online prediction. So depending on the above metrics, the youtube p"See full answer
"I would target any demographic where their natural sense of "smell" is diminished or no longer available (consumer). I would also target commercial market opportunities in the food and cosmetics (specifically fragrance)."
Jenny L. - "I would target any demographic where their natural sense of "smell" is diminished or no longer available (consumer). I would also target commercial market opportunities in the food and cosmetics (specifically fragrance)."See full answer
"Clarifying QQ What is the definition of children - Say age 8-13 Are we referring to the writing pen - Ball or fountain - Feel free to make assumption Are we designing for the first time writing experience - Feel free to make an assumption What is the overall goal here - Allow children to experience with pen Any specific country or region - Say International I will take India and then we can design something on the similar lines for the developing world - something that wi"
Product V. - "Clarifying QQ What is the definition of children - Say age 8-13 Are we referring to the writing pen - Ball or fountain - Feel free to make assumption Are we designing for the first time writing experience - Feel free to make an assumption What is the overall goal here - Allow children to experience with pen Any specific country or region - Say International I will take India and then we can design something on the similar lines for the developing world - something that wi"See full answer
"Good afternoon everyone my name is shubham shamra, i'm from aligarh i've completed my graduation in electricak engineering from Gurukulkangri vishwavidyalaya haridwar. I having 6.5 year+ experience in project execution, operation and vendor and client management. Currently i'm working at vision india services pvt. ltd. here i'm managing smart metering project my role involves - leading team, coordinate with all DISCOM project manager and stake holder, billing and end to end operations. Befor"
Shubham S. - "Good afternoon everyone my name is shubham shamra, i'm from aligarh i've completed my graduation in electricak engineering from Gurukulkangri vishwavidyalaya haridwar. I having 6.5 year+ experience in project execution, operation and vendor and client management. Currently i'm working at vision india services pvt. ltd. here i'm managing smart metering project my role involves - leading team, coordinate with all DISCOM project manager and stake holder, billing and end to end operations. Befor"See full answer
"Identify the best platform to reach millennials (Youtube, Instagram). Run a survey/ research on pain points millennials are facing in the smart home products sector Identify a product that gives the most value with optimal effort Build and Launch The marketing team should use the same platform to identify key influencers on social platforms and use an emotional connection to millennials with an ad campaign"
Bipin G. - "Identify the best platform to reach millennials (Youtube, Instagram). Run a survey/ research on pain points millennials are facing in the smart home products sector Identify a product that gives the most value with optimal effort Build and Launch The marketing team should use the same platform to identify key influencers on social platforms and use an emotional connection to millennials with an ad campaign"See full answer
"So Machine learning provides the ability to machines to learn patterns from large data. So applying the same when needed. So the type of algorithm depends on the requirement/use case or the data. For example, if we have data that is labeled and we need to do classification then we will go and perform logistic regression but if we want prediction instead of classification, then we will go and build a regression model. In case the data is not labeled, then we can go ahead and build a model usin"
Anonymous Muskox - "So Machine learning provides the ability to machines to learn patterns from large data. So applying the same when needed. So the type of algorithm depends on the requirement/use case or the data. For example, if we have data that is labeled and we need to do classification then we will go and perform logistic regression but if we want prediction instead of classification, then we will go and build a regression model. In case the data is not labeled, then we can go ahead and build a model usin"See full answer
"Clarifying questions : 1. What is the product Hardware/software specific ? 2. Any particular analytics done or should it be covered as a part of the solution ? 3. Any resource constraints ? 4. Any timeline in particular ? In order to internationalize a product, the following steps could be done: Identify the market/regions : Based on, say, Google analytics, find the regions which has the most clicks / attention for our product Going wide vs Going deep : Is it a single region that we are"
Googlepm 1. - "Clarifying questions : 1. What is the product Hardware/software specific ? 2. Any particular analytics done or should it be covered as a part of the solution ? 3. Any resource constraints ? 4. Any timeline in particular ? In order to internationalize a product, the following steps could be done: Identify the market/regions : Based on, say, Google analytics, find the regions which has the most clicks / attention for our product Going wide vs Going deep : Is it a single region that we are"See full answer
"Assumption: question is about people in the US, and we define frequent bar visitor as someone who visits a bar twice a week. we are defining bars as places that people go for alcoholic beverage , not for the snacks , non alcoholic beverage or sports TV population of use 330M , 80m per age group 0-20 (eliminate because drinking age is 21 and above) 60-80 (eliminate because they prefer drinks at home or sit down restaurants or are very health conscious to go drinking) 20-30 : 40m 80%"
Ananya M. - "Assumption: question is about people in the US, and we define frequent bar visitor as someone who visits a bar twice a week. we are defining bars as places that people go for alcoholic beverage , not for the snacks , non alcoholic beverage or sports TV population of use 330M , 80m per age group 0-20 (eliminate because drinking age is 21 and above) 60-80 (eliminate because they prefer drinks at home or sit down restaurants or are very health conscious to go drinking) 20-30 : 40m 80%"See full answer
"Since there is ample amount of data, there are various options to use them : Track travellers : Using traffic data coupled with user's GPS, in consent with the user, find the user's exact spot, this can be valuable in case of emergencies or tracking a school bus. Better ticketing : I understand that the notion is to NOT build anything with navigation, however if we have all data on the traffic, data analytics can predict if particular routes are used most, say if three connection routes a"
Googlepm 1. - "Since there is ample amount of data, there are various options to use them : Track travellers : Using traffic data coupled with user's GPS, in consent with the user, find the user's exact spot, this can be valuable in case of emergencies or tracking a school bus. Better ticketing : I understand that the notion is to NOT build anything with navigation, however if we have all data on the traffic, data analytics can predict if particular routes are used most, say if three connection routes a"See full answer
"Designing a smart fridge is something we can compare with designing our smart phone, obviously which is not as handy as our mobile phones. I can design in such a way that it is operated through our mobile phone. for ex, if we are out of town instead of worrying about the condition of the items in the fridge we can stay close with just one click away, while coming to product installation then I would say instead of taking a lot of time in searching the items, showcase a display where a list of it"
Soundharya S. - "Designing a smart fridge is something we can compare with designing our smart phone, obviously which is not as handy as our mobile phones. I can design in such a way that it is operated through our mobile phone. for ex, if we are out of town instead of worrying about the condition of the items in the fridge we can stay close with just one click away, while coming to product installation then I would say instead of taking a lot of time in searching the items, showcase a display where a list of it"See full answer
"Interesting question. I believe they now do this. Couple clarifying questions: Are we talking about the FSD feature specifically, or older legacy models as well? Is there any hardware needed in order to enable this feature, or is it purely a software update? Would people still be able to pay a set fee for FSD upfront, or is it up to me? Up to you. Goals: Let's think about Tesla's goals in this change. One could be adoption. The cost of 10k could be prohibitive for the feature up"
Jeff H. - "Interesting question. I believe they now do this. Couple clarifying questions: Are we talking about the FSD feature specifically, or older legacy models as well? Is there any hardware needed in order to enable this feature, or is it purely a software update? Would people still be able to pay a set fee for FSD upfront, or is it up to me? Up to you. Goals: Let's think about Tesla's goals in this change. One could be adoption. The cost of 10k could be prohibitive for the feature up"See full answer
"Museums are multi-revenue organizations. They dont have much or any profits in the process but thats becuase they dont want to either. All the money pretty much goes to operational costs required to be a well maintained place of exhibit. Lets consider the sources they currently "make" the money from- governments(national and/or state) private donors and trustees heritage organizations with their lottery fundings self channels like admission/entry fees, tickets for exhibitions, gift s"
Debajyoti B. - "Museums are multi-revenue organizations. They dont have much or any profits in the process but thats becuase they dont want to either. All the money pretty much goes to operational costs required to be a well maintained place of exhibit. Lets consider the sources they currently "make" the money from- governments(national and/or state) private donors and trustees heritage organizations with their lottery fundings self channels like admission/entry fees, tickets for exhibitions, gift s"See full answer
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