"I got to play with a VR for the first time a few weeks ago at my friend’s house and I loved it, so this is a really fun question.
Clarifying Questions
Is this something we are looking to create Microsoft or are we a startup company etc? >
Education can refer to elementary, high school, university, or even self-learning (e.g. Udemy). Is there a specific area we want to focus on? << What do y"
Rohan S. - "I got to play with a VR for the first time a few weeks ago at my friend’s house and I loved it, so this is a really fun question.
Clarifying Questions
Is this something we are looking to create Microsoft or are we a startup company etc? >
Education can refer to elementary, high school, university, or even self-learning (e.g. Udemy). Is there a specific area we want to focus on? << What do y"See full answer
"Clarification
Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort?
Is the product digital or physical?
Are we targeting internal (employees) or external (customers) users?
Are there any specific constraints like funding, resourcing, or geography?
1. Narrowing Down the Problem
Awareness and Education: Create tools to increase understanding of climate change and its effects.
-"
Ram - "Clarification
Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort?
Is the product digital or physical?
Are we targeting internal (employees) or external (customers) users?
Are there any specific constraints like funding, resourcing, or geography?
1. Narrowing Down the Problem
Awareness and Education: Create tools to increase understanding of climate change and its effects.
-"See full answer
"Me: Thanks for the question. I have a clarifying question, how the actionable data points are arriving? Is it based on direct user feedback or from the iPhone integrated with the Airpod Pro?
Interviewer: You can consider both.
Me: Ok, let me take a minute to structure my approach.
Me: First, I would begin by establishing the types of users of Airpod Pros, and I come up with two:
1) the casual user that goes for a run once in a while or listen to music 1-2 hours a day.
2) the pretty intense"
Talles S. - "Me: Thanks for the question. I have a clarifying question, how the actionable data points are arriving? Is it based on direct user feedback or from the iPhone integrated with the Airpod Pro?
Interviewer: You can consider both.
Me: Ok, let me take a minute to structure my approach.
Me: First, I would begin by establishing the types of users of Airpod Pros, and I come up with two:
1) the casual user that goes for a run once in a while or listen to music 1-2 hours a day.
2) the pretty intense"See full answer
"Initial Questions:
1.How many patients do you think you will have in the next 5 years?
Interviewer: Max 1000
In that case we don't have to build a highly scalable system.
2.Will you be carrying out some procedures like xrays, ct scans or will only be doing consultations?
Interviewer: We will be doing minor procedures. Will refer to hospitals for anything major.
3.I see that you mentioned 2 locations. Are there any special billing requirements for each of them?
Interviewer: No
Users:
Fo"
Anirudh G. - "Initial Questions:
1.How many patients do you think you will have in the next 5 years?
Interviewer: Max 1000
In that case we don't have to build a highly scalable system.
2.Will you be carrying out some procedures like xrays, ct scans or will only be doing consultations?
Interviewer: We will be doing minor procedures. Will refer to hospitals for anything major.
3.I see that you mentioned 2 locations. Are there any special billing requirements for each of them?
Interviewer: No
Users:
Fo"See full answer
Technical
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"Adding to what Zoe already mentioned:
running a user study with existing customers to understand if they see the proposed design as favorable
running AB testing with users to compare two different designs and decide which one is more favorable (based on a previously determined metrics)"
Vlada J. - "Adding to what Zoe already mentioned:
running a user study with existing customers to understand if they see the proposed design as favorable
running AB testing with users to compare two different designs and decide which one is more favorable (based on a previously determined metrics)"See full answer
"For me the answer looks very broad and general. It would be good the reply is relevant and focus good examples using STAR format. Please let me know your views."
BePostive - "For me the answer looks very broad and general. It would be good the reply is relevant and focus good examples using STAR format. Please let me know your views."See full answer
"TikTok → short-form video platform where users share, post, comment, and like each other’s videos
Clarifying Questions
Define Active → Users who are opening the app at least once a day for a particular duration say 1 min
Geography? Consider India for this case
Is the source/BI Tool where we saw the drop valid enough?
TikTok is both on the app as well as browser - Where are we seeing the drop?
Is there a particular platform wherein we are seeing the drop? Android or iOS
New"
Disha - "TikTok → short-form video platform where users share, post, comment, and like each other’s videos
Clarifying Questions
Define Active → Users who are opening the app at least once a day for a particular duration say 1 min
Geography? Consider India for this case
Is the source/BI Tool where we saw the drop valid enough?
TikTok is both on the app as well as browser - Where are we seeing the drop?
Is there a particular platform wherein we are seeing the drop? Android or iOS
New"See full answer
"I think rapport with the team is key to deciding what one of these members can do that would bring more development capability to him, the team and the project.
Analyzing the skill and attitude of my team members in advance and putting them in the role where they are strongest and happiest has been an important factor in my success stories.
Taking care to identify a potential leader in the team will make it evolve faster as well.
So this is how I make decisions when forming a squad for a spec"
Sueudo G. - "I think rapport with the team is key to deciding what one of these members can do that would bring more development capability to him, the team and the project.
Analyzing the skill and attitude of my team members in advance and putting them in the role where they are strongest and happiest has been an important factor in my success stories.
Taking care to identify a potential leader in the team will make it evolve faster as well.
So this is how I make decisions when forming a squad for a spec"See full answer
"CQ:
TikTok is a short-form video platform
Elderly here means older than 65 years age? Retire folks with more leisure time.
Do we currently have elderly viewers and or creators on our current platform?
Mission:
TikTok's mission is to inspire creativity and bring joy.
Strategy:
For elderly, they are retired with more free time to enjoy life and consume entertainment content. The elderly also have lost creativity as they age and we see higher levels of creativity with younger folk"
Tracy C. - "CQ:
TikTok is a short-form video platform
Elderly here means older than 65 years age? Retire folks with more leisure time.
Do we currently have elderly viewers and or creators on our current platform?
Mission:
TikTok's mission is to inspire creativity and bring joy.
Strategy:
For elderly, they are retired with more free time to enjoy life and consume entertainment content. The elderly also have lost creativity as they age and we see higher levels of creativity with younger folk"See full answer
"I would begin by asking the following clarifying questions:
Are there any special use cases such as VIP Penthouse access, restricted floors etc?
Do we need to consider safety requirements or other technical constraints such as maximum load/capacity?
If the lobby for the entire hotel located on the ground floor? Can we assume that the majority of the guest amenities are located near the lobby and lower floors?
Can we assume that the passenger controls on the floors are purely directional"
Pathworks P. - "I would begin by asking the following clarifying questions:
Are there any special use cases such as VIP Penthouse access, restricted floors etc?
Do we need to consider safety requirements or other technical constraints such as maximum load/capacity?
If the lobby for the entire hotel located on the ground floor? Can we assume that the majority of the guest amenities are located near the lobby and lower floors?
Can we assume that the passenger controls on the floors are purely directional"See full answer
"Note: Modifying the question to reflect the storage cost as well.
Question: Estimate the cost of storing google photos on the photos app?
Clarifying questions:
Google photos - an app that syncs automatically to your camera app and uploads photos to Google cloud and reduces the need to store it on your device
Cost of 1GB storage $0.002
Time storage cost per year
Equation:
Cost of storage per year = average cost of storing photos per day x 30 days x 12 months
The ave"
P K. - "Note: Modifying the question to reflect the storage cost as well.
Question: Estimate the cost of storing google photos on the photos app?
Clarifying questions:
Google photos - an app that syncs automatically to your camera app and uploads photos to Google cloud and reduces the need to store it on your device
Cost of 1GB storage $0.002
Time storage cost per year
Equation:
Cost of storage per year = average cost of storing photos per day x 30 days x 12 months
The ave"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
"using a relational database isn't a good choice for this system! we need more availability here than consistency (CAP theorem)"
Anonymous Capybara - "using a relational database isn't a good choice for this system! we need more availability here than consistency (CAP theorem)"See full answer
"Use Normalization when:
When using pixel values (0-255) into a Neural Network. âž” Normalize the data between [0,1] to avoid huge input values that could slow down training.
When using k-Nearest Neighbors (kNN) or K-Means Clustering. âž” Because distance metrics like Euclidean distance are highly sensitive to magnitude differences.
You are building a Recommender System using Cosine Similarity.âž” Cosine similarity needs data to be unit norm.
Use **Sta"
Abhinav J. - "Use Normalization when:
When using pixel values (0-255) into a Neural Network. âž” Normalize the data between [0,1] to avoid huge input values that could slow down training.
When using k-Nearest Neighbors (kNN) or K-Means Clustering. âž” Because distance metrics like Euclidean distance are highly sensitive to magnitude differences.
You are building a Recommender System using Cosine Similarity.âž” Cosine similarity needs data to be unit norm.
Use **Sta"See full answer