"It depends on how computers are distributed. Are they located within same network (behind same switch or router) or distributed across globally? Also, it depends upon if there are any security related encryption or decryption algorithms being executed. Similarly, there are so many factors involved in it. However, if a system is highly responsive then this time might be less than 1 second. For example, any google search responds in less than 1 sec.
It is an interesting question and I am eager t"
Rashmi T. - "It depends on how computers are distributed. Are they located within same network (behind same switch or router) or distributed across globally? Also, it depends upon if there are any security related encryption or decryption algorithms being executed. Similarly, there are so many factors involved in it. However, if a system is highly responsive then this time might be less than 1 second. For example, any google search responds in less than 1 sec.
It is an interesting question and I am eager t"See full answer
"Let's split the experience in four parts:
Time between order is placed and order is waiting to be prepped by the shopper.
Time between order is prepped by the shopper and ready to be picked by the driver.
Time when it's out for delivery.
Post delivery experience.
Now lets think through what can do wrong? How do we define wrong?
A wrong would be anything where a customer has a negative experience. Let's dive into the when things could potentially go wrong.
**order is placed and"
Pree M. - "Let's split the experience in four parts:
Time between order is placed and order is waiting to be prepped by the shopper.
Time between order is prepped by the shopper and ready to be picked by the driver.
Time when it's out for delivery.
Post delivery experience.
Now lets think through what can do wrong? How do we define wrong?
A wrong would be anything where a customer has a negative experience. Let's dive into the when things could potentially go wrong.
**order is placed and"See full answer
"First, why are we building the system? What are the requirements we must meet - Do customers care about data being read/written from a single set of tables or multiple tables, do they care about cost allocation, do they need backups/storage to happen slow or fast, do they foresee a lot of data movement from one table to another?
Based on this, there are a few options using some common design choices. Shared disk, or Shared nothing. Both have pros and cons. Based on latency, performance, and cos"
Glados - "First, why are we building the system? What are the requirements we must meet - Do customers care about data being read/written from a single set of tables or multiple tables, do they care about cost allocation, do they need backups/storage to happen slow or fast, do they foresee a lot of data movement from one table to another?
Based on this, there are a few options using some common design choices. Shared disk, or Shared nothing. Both have pros and cons. Based on latency, performance, and cos"See full answer
"Swiggy could implement to increase the average order value (AOV) on its platform:
1. Smart Recommendations and Upselling:
Personalized suggestions: Leverage data to recommend items based on past orders, popular choices, and trending items in the user's area.
Upselling prompts: When a user adds an item to their cart, suggest related or higher-value items (e.g., "Would you like to add a side of fries with that?" or "Upgrade to a large for just ₹X more").
Bundle deals: Offer c"
Harish K. - "Swiggy could implement to increase the average order value (AOV) on its platform:
1. Smart Recommendations and Upselling:
Personalized suggestions: Leverage data to recommend items based on past orders, popular choices, and trending items in the user's area.
Upselling prompts: When a user adds an item to their cart, suggest related or higher-value items (e.g., "Would you like to add a side of fries with that?" or "Upgrade to a large for just ₹X more").
Bundle deals: Offer c"See full answer
"
Describe the product -What does it do? Who uses it? How do they use it?
Google maps provides an optimal route from point A to point B. It also shows different checkpoints like restaurants, petrol pumps, etc. on the way. It is used in two major ways majorly, before starting people check the traffic to decide when to leave or which route to take. When people don’t know the way so they put on Google map to guide them. It has 1Bn MAU and 152 mins of app time.
Clarification questions
Wha"
Ekta M. - "
Describe the product -What does it do? Who uses it? How do they use it?
Google maps provides an optimal route from point A to point B. It also shows different checkpoints like restaurants, petrol pumps, etc. on the way. It is used in two major ways majorly, before starting people check the traffic to decide when to leave or which route to take. When people don’t know the way so they put on Google map to guide them. It has 1Bn MAU and 152 mins of app time.
Clarification questions
Wha"See full answer
"Understand gaps team by interviewing on 1:1, reading past performance reviews and talking to old managers/cross functional
Identify Goals and use the SMART framework to set those goals (Specific, Measurable, Attainable, relevant, time related)
Share with team and make sure they understand them. Clarify questions if needed.
Explain WHY these goals matter. Tie to company goals/mission/culture.
Put together an action plan TOGETHER- give often feedback: "pinches no punches"
Chantal C. - "Understand gaps team by interviewing on 1:1, reading past performance reviews and talking to old managers/cross functional
Identify Goals and use the SMART framework to set those goals (Specific, Measurable, Attainable, relevant, time related)
Share with team and make sure they understand them. Clarify questions if needed.
Explain WHY these goals matter. Tie to company goals/mission/culture.
Put together an action plan TOGETHER- give often feedback: "pinches no punches"See full answer
"I tried solving this question and here is the recorded video for the entire solution - https://youtu.be/G_LIbTp58XA
Feel free to comment here or on the video for further discussion."
Rjj - "I tried solving this question and here is the recorded video for the entire solution - https://youtu.be/G_LIbTp58XA
Feel free to comment here or on the video for further discussion."See full answer
"Clarify context:
I'll assume that I'm a PM at Apple in this case
3 - 5 years: medium to long term thinking. So we're not just thinking about the next release.
Any resource constraints? For example, any limitations on the number of engineers I have available, or can I assume that we might be able to deploy the entire iOS eng team to solve this if the problem and solutions are exciting enough? Assume no resource constraints for now, but will be thoughtful about feasibility.
Any particular"
Anonymous Mouse - "Clarify context:
I'll assume that I'm a PM at Apple in this case
3 - 5 years: medium to long term thinking. So we're not just thinking about the next release.
Any resource constraints? For example, any limitations on the number of engineers I have available, or can I assume that we might be able to deploy the entire iOS eng team to solve this if the problem and solutions are exciting enough? Assume no resource constraints for now, but will be thoughtful about feasibility.
Any particular"See full answer
"I responded how capital one wants to help everyone have access to banking and change banking for the better for all. (Tying it to their mission statement)
Leaned into this saying how I personally want to use my use my skills to help increase awareness to financial health for the community and serve the community that im a part of."
Anonymous Hummingbird - "I responded how capital one wants to help everyone have access to banking and change banking for the better for all. (Tying it to their mission statement)
Leaned into this saying how I personally want to use my use my skills to help increase awareness to financial health for the community and serve the community that im a part of."See full answer
"Preparing for a significant security compliance change can be overwhelming. The most efficient way to achieve GDPR compliance is through interdepartmental collaboration and the use of technology solutions that automate and validate business needs such as policy compliance, data security and required reporting. As the deadline looms, most organizations should already have started assessing the business impact, devising a company-wide implementation plan and addressing additional resource needs. E"
Mahesh L. - "Preparing for a significant security compliance change can be overwhelming. The most efficient way to achieve GDPR compliance is through interdepartmental collaboration and the use of technology solutions that automate and validate business needs such as policy compliance, data security and required reporting. As the deadline looms, most organizations should already have started assessing the business impact, devising a company-wide implementation plan and addressing additional resource needs. E"See full answer
"I own a Google Home and use it everyday. To clarify the question, are we talking about a hardware feature or pure software feature? I assume it can be either.
My approach:
What is the vision or mission of Google Home? What does good look like? Which KPIs do we want to optimize?
Who are the top target segments? What are their pain points or needs that are not met today by Google Home?
Let's brainstorm potential game features that can address those needs.
Evaluate if we ha"
Vince T. - "I own a Google Home and use it everyday. To clarify the question, are we talking about a hardware feature or pure software feature? I assume it can be either.
My approach:
What is the vision or mission of Google Home? What does good look like? Which KPIs do we want to optimize?
Who are the top target segments? What are their pain points or needs that are not met today by Google Home?
Let's brainstorm potential game features that can address those needs.
Evaluate if we ha"See full answer
"First, I would operationalize the term "slip" by asking:
What’s slipping — delivery, scope, quality, or decision-making?
Second, I would ask the following questions that help me shape the possible causes for the "slip":
What is important for us in this project delivery: time/quality/scope?
What is the priory of this project? Is it urgent? Do we have a strict customer or other stakeholder commitment?
Is it a big project that involves multiple teams or is only one team involved"
Anastasiia V. - "First, I would operationalize the term "slip" by asking:
What’s slipping — delivery, scope, quality, or decision-making?
Second, I would ask the following questions that help me shape the possible causes for the "slip":
What is important for us in this project delivery: time/quality/scope?
What is the priory of this project? Is it urgent? Do we have a strict customer or other stakeholder commitment?
Is it a big project that involves multiple teams or is only one team involved"See full answer
"Over-fitting of a model occurs when model fails to generalize to any new data and has high variance withing training data whereas in under fitting model isn't able to uncover the underlying pattern in the training data and high bias.
Tree based model like decision tree and random forest are likely to overfit whereas linear models like linear regression and logistic regression tends to under fit.
There are many reasons why a Random forest can overfits easily 1. Model has grown to its full depth a"
Jyoti V. - "Over-fitting of a model occurs when model fails to generalize to any new data and has high variance withing training data whereas in under fitting model isn't able to uncover the underlying pattern in the training data and high bias.
Tree based model like decision tree and random forest are likely to overfit whereas linear models like linear regression and logistic regression tends to under fit.
There are many reasons why a Random forest can overfits easily 1. Model has grown to its full depth a"See full answer
"Hey, Thanks for the question - it’s a fantastic challenge with real-world impact. Cool so this is the rough backbone structure that we can follow and ofcourse we can add meat later on to it and pivot if required. So here it goes: First would like to lay out the broader mission as to why we are doing this and then some clarification questions and then probably try to segment users via single or different approaches, then will pick which permutation makes sense as the target segment, then ge"
Adarsh S. - "Hey, Thanks for the question - it’s a fantastic challenge with real-world impact. Cool so this is the rough backbone structure that we can follow and ofcourse we can add meat later on to it and pivot if required. So here it goes: First would like to lay out the broader mission as to why we are doing this and then some clarification questions and then probably try to segment users via single or different approaches, then will pick which permutation makes sense as the target segment, then ge"See full answer
"I assume I'm a Product Manager at Uber Eats and I believe we are talking about a food delivery and grocery delivery application that's part of the Uber ecosystem.
Yes
Before I start looking into the problem statement, I want to ask a few clarifying questions if it's fine with you.
Yes
Is there any specific reason that I should know why Uber Eats could look into improving the product may be reasons such as an increase in customer queries, any competitive initiatives, etc.?
Nothing in spec"
Mahesh G. - "I assume I'm a Product Manager at Uber Eats and I believe we are talking about a food delivery and grocery delivery application that's part of the Uber ecosystem.
Yes
Before I start looking into the problem statement, I want to ask a few clarifying questions if it's fine with you.
Yes
Is there any specific reason that I should know why Uber Eats could look into improving the product may be reasons such as an increase in customer queries, any competitive initiatives, etc.?
Nothing in spec"See full answer