"You might build a product like this a few ways. I think you'd definitely want a temperature sensor device (maybe like a TMP422, or maybe there's a different one that is standard for wearables) that was worn by the individual. As far as tracking social distance, my answer here is more dependent on the state of the art of robust (wearable) distance measurement. Maybe there's something available better than ultrasonic sensors, maybe there's some kind of electromagnetism based solution that isn't in"
Ian R. - "You might build a product like this a few ways. I think you'd definitely want a temperature sensor device (maybe like a TMP422, or maybe there's a different one that is standard for wearables) that was worn by the individual. As far as tracking social distance, my answer here is more dependent on the state of the art of robust (wearable) distance measurement. Maybe there's something available better than ultrasonic sensors, maybe there's some kind of electromagnetism based solution that isn't in"See full answer
"I think we can analyse the data that's collected especially the users who are requesting it.if we find that there are set of users who regularly use this service then we may cache the data for those users to speed up processing and better the experience. The fresh data (which will be a delta on the cached data can only be calculated) and the stale data can be left out thereby updating the cache"
Nilanjan D. - "I think we can analyse the data that's collected especially the users who are requesting it.if we find that there are set of users who regularly use this service then we may cache the data for those users to speed up processing and better the experience. The fresh data (which will be a delta on the cached data can only be calculated) and the stale data can be left out thereby updating the cache"See full answer
"Clarifying Questions:
There are several different types of therapists, do you have a particular therapist in mind?
Like Mental health, physical health, food and nutrition etc?
Reply: You can decide
And do we know what country are we building this product, since that will help me narrow down the scope of the product?
Reply: USA
Approach:
Define the product vision and the goal that we want to achieve
Target Audience is for this particular product
What problems do these user currently"
Darshak S. - "Clarifying Questions:
There are several different types of therapists, do you have a particular therapist in mind?
Like Mental health, physical health, food and nutrition etc?
Reply: You can decide
And do we know what country are we building this product, since that will help me narrow down the scope of the product?
Reply: USA
Approach:
Define the product vision and the goal that we want to achieve
Target Audience is for this particular product
What problems do these user currently"See full answer
"To handle the non-uniform sampling, I'd first clean and divide the dataset into chunks of n second interval 'uniform' trajectory data(e.g. 5s or 10s trajectories). This gives us a cleaner trajectory data chunks, T, of format (ship_ID, x, y, z, timestamp) to be formed.
For the system itself, I'd use a generative model, e.g. Variational AutoEncoder (VAE), and train the model's 'encoder' to produce a latent-space representation of input features (x,y,z,timestamp) from T, and it's 'decoder' to pred"
Anonymous Hornet - "To handle the non-uniform sampling, I'd first clean and divide the dataset into chunks of n second interval 'uniform' trajectory data(e.g. 5s or 10s trajectories). This gives us a cleaner trajectory data chunks, T, of format (ship_ID, x, y, z, timestamp) to be formed.
For the system itself, I'd use a generative model, e.g. Variational AutoEncoder (VAE), and train the model's 'encoder' to produce a latent-space representation of input features (x,y,z,timestamp) from T, and it's 'decoder' to pred"See full answer
Data Scientist
System Design
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Load Balancer to multiple API Servers, pub sub system to publish user events, Game Engine Service, Write through cache and NoSQL DB.
HTTP Long Polling to get user status updates"
gdecuri - "Load Balancer to multiple API Servers, pub sub system to publish user events, Game Engine Service, Write through cache and NoSQL DB.
HTTP Long Polling to get user status updates"See full answer
"Clarifying Questions:
When you say Language Learning app, you're referring to a user wanting to learn a new language through a Meta property - not NLP tech correct? -- Yes
Is this a stand-alone app, or part of Facebook or another Meta app? -- You choose
Are there any restrictions like budget, or time for this learning app? -- Nope.
Give me a moment to think about how I want to structure this answer:
Mission // Goal of Language Learning App
Competition
Audience Segments
Pain Points
"
Brody C. - "Clarifying Questions:
When you say Language Learning app, you're referring to a user wanting to learn a new language through a Meta property - not NLP tech correct? -- Yes
Is this a stand-alone app, or part of Facebook or another Meta app? -- You choose
Are there any restrictions like budget, or time for this learning app? -- Nope.
Give me a moment to think about how I want to structure this answer:
Mission // Goal of Language Learning App
Competition
Audience Segments
Pain Points
"See full answer
"Clarifications:
Is it the voice only Alexa devices or includes echo show (video)?
Goal: To have people to safety quickest
Users:
Alexa owner
At the house when somebody breaks in
Family
Single adult/seniors
Outside the house at the time of break in
Police Department
Pain points/user group:
Owner in the house at the time of burglary
Inform all the house members at the earliest. Send SOS out on all/selective Alexa devices to ask family members to reach a safe place
2"
Chaitali M. - "Clarifications:
Is it the voice only Alexa devices or includes echo show (video)?
Goal: To have people to safety quickest
Users:
Alexa owner
At the house when somebody breaks in
Family
Single adult/seniors
Outside the house at the time of break in
Police Department
Pain points/user group:
Owner in the house at the time of burglary
Inform all the house members at the earliest. Send SOS out on all/selective Alexa devices to ask family members to reach a safe place
2"See full answer
"What age of kid we are speaking about? Lets assume 5-10 years
what messenger app are we talking about? you can choose
Who is creating the feature? you can choose
Finally, do we have any constraints? no, please, just imagine
ok. so I think company's goal should be giving the tools for building communities among the youngest ones.
First I want to issue what is Kids messenger app. I have kid of 5 years old and among my friends there are only few with gudgets that can provide messenger f"
Yulia D. - "What age of kid we are speaking about? Lets assume 5-10 years
what messenger app are we talking about? you can choose
Who is creating the feature? you can choose
Finally, do we have any constraints? no, please, just imagine
ok. so I think company's goal should be giving the tools for building communities among the youngest ones.
First I want to issue what is Kids messenger app. I have kid of 5 years old and among my friends there are only few with gudgets that can provide messenger f"See full answer
"We can implement Mall psychology, use the monkey effect, FOMO, top-rated stuff from the same restaurants, bundle offers like couple or group offers, and prompt popups for free delivery if you complete X$ amount by adding X item. We can lure customers by giving free subscriptions to Spotify, Netflix, etc. by collaborating with these giants. This is a long-story-short overview of how we can increase the average basket size. Tracking telemetry and refining can make a difference obviously..."
Amin S. - "We can implement Mall psychology, use the monkey effect, FOMO, top-rated stuff from the same restaurants, bundle offers like couple or group offers, and prompt popups for free delivery if you complete X$ amount by adding X item. We can lure customers by giving free subscriptions to Spotify, Netflix, etc. by collaborating with these giants. This is a long-story-short overview of how we can increase the average basket size. Tracking telemetry and refining can make a difference obviously..."See full answer