"I'd recommend to adjust p-values because of the increased chance of type I errors when conducting a large number of hypothesis. My recommended adjustment approach would be the Benjamini-Hochberg (BH) over the Bonferroni because BH strikes a balance between controlling for false positive and maintaining statistical power whereas Bonferroni is overly conservative while still controlling for false positives, it leads to a higher chance of missing true effects (high type II error)."
Lucas G. - "I'd recommend to adjust p-values because of the increased chance of type I errors when conducting a large number of hypothesis. My recommended adjustment approach would be the Benjamini-Hochberg (BH) over the Bonferroni because BH strikes a balance between controlling for false positive and maintaining statistical power whereas Bonferroni is overly conservative while still controlling for false positives, it leads to a higher chance of missing true effects (high type II error)."See full answer
"Clarifying questions
Financial savviness is it related means
Digital wallet
Prudent Spending habits
Intuitive savings
Google's mission is to organize the world's information and make it universally accessible and useful
Geographical or any other constraint
Product goal - This is in total alignment with Google's mission as it is trying to provide the consumers their financial information and making it useful.
Engagement
User personas
Students
Millennials
Professionals
-"
Y C. - "Clarifying questions
Financial savviness is it related means
Digital wallet
Prudent Spending habits
Intuitive savings
Google's mission is to organize the world's information and make it universally accessible and useful
Geographical or any other constraint
Product goal - This is in total alignment with Google's mission as it is trying to provide the consumers their financial information and making it useful.
Engagement
User personas
Students
Millennials
Professionals
-"See full answer
"One technique we like to use when explaining technical concepts to non-technical people is to use analogies to help with memory retention.
For this type of question, we'll use the Restaurant example:
> Imagine you're at a restaurant with a variety of waiters - each waiter will only take your order for one specific item (i.e. one waiter for pizza, one waiter for pasta, etc.). An API is like a waiter in this example as it will only perform a specific order. An SDK on the other hand is like having"
Exponent - "One technique we like to use when explaining technical concepts to non-technical people is to use analogies to help with memory retention.
For this type of question, we'll use the Restaurant example:
> Imagine you're at a restaurant with a variety of waiters - each waiter will only take your order for one specific item (i.e. one waiter for pizza, one waiter for pasta, etc.). An API is like a waiter in this example as it will only perform a specific order. An SDK on the other hand is like having"See full answer
"We've identified the problem as a Design a Product question. Use the following framework for tackling these types of questions:
Ask Clarifying Questions
Identify users, behaviors, and pain points
State product goal
Identify current solutions
Brainstorm new solutions
Evaluate solutions
Measure success
Summarize
We'll go through each of these step by step.
Ask Clarifying Questions
The PM interview isn't about your ability to come up w"
Stephen C. - "We've identified the problem as a Design a Product question. Use the following framework for tackling these types of questions:
Ask Clarifying Questions
Identify users, behaviors, and pain points
State product goal
Identify current solutions
Brainstorm new solutions
Evaluate solutions
Measure success
Summarize
We'll go through each of these step by step.
Ask Clarifying Questions
The PM interview isn't about your ability to come up w"See full answer
"TCP and UDP are ways in which data is transferred over the internet. TCP needs to have a connection between the two hosts in order for data to be transferred, while UDP begin the transfer without waiting for a connection between the two hosts.
This makes UDP faster, but not as reliable as TCP because there is a chance the data transfer wont happen in UDP due to the uncertainty of the connection.
TCP is used where reliable data transfer is crucial e.g file transfers, email, web browsing
and UDP"
Musonda C. - "TCP and UDP are ways in which data is transferred over the internet. TCP needs to have a connection between the two hosts in order for data to be transferred, while UDP begin the transfer without waiting for a connection between the two hosts.
This makes UDP faster, but not as reliable as TCP because there is a chance the data transfer wont happen in UDP due to the uncertainty of the connection.
TCP is used where reliable data transfer is crucial e.g file transfers, email, web browsing
and UDP"See full answer
"Whenever you look at the launching a new product you might want to follow the following framework:
Describe the product
for e.g. you are considering launching amazon go. What does Amazon go does. And what is the problem its solving. For e.g Amazon go is a new age grocery store that lets you buy product without the hassle of waiting in long queues for checkout.
Always ask clarifying questions to understand the scope.
For e.g. what will Amazon go be used for. Are we aiming it for basic grocerie"
Rani D. - "Whenever you look at the launching a new product you might want to follow the following framework:
Describe the product
for e.g. you are considering launching amazon go. What does Amazon go does. And what is the problem its solving. For e.g Amazon go is a new age grocery store that lets you buy product without the hassle of waiting in long queues for checkout.
Always ask clarifying questions to understand the scope.
For e.g. what will Amazon go be used for. Are we aiming it for basic grocerie"See full answer
"Clarification
— Need to design an MVP for Booking’s homepage to improve CLV
— Objective is to test out things to get more CLV out of our existing or new customers right? yes
— apart from this objective, is there anything that I have to keep in mind? nope
— is there any preference in user groups or geography or platform? mobile, open to all
Cool, I get the gist of it.
Improving or increasing CLV is a function of retention & cross-sell.
— retention what all things we can build for reten"
Shashi R. - "Clarification
— Need to design an MVP for Booking’s homepage to improve CLV
— Objective is to test out things to get more CLV out of our existing or new customers right? yes
— apart from this objective, is there anything that I have to keep in mind? nope
— is there any preference in user groups or geography or platform? mobile, open to all
Cool, I get the gist of it.
Improving or increasing CLV is a function of retention & cross-sell.
— retention what all things we can build for reten"See full answer
"You should be able to identify this as a Strategy Question, which asks you to justify high-level business decisions and strategy. Be concise and to the point.
> The underlying theme I can see in these services is that they all encourage people to start online businesses. This helps Stripe since their main product is the ability to handle online transactions. Stripe takes a percentage fee from each transaction, so it's in their best interest to encourage the growth of internet-enabled busines"
Exponent - "You should be able to identify this as a Strategy Question, which asks you to justify high-level business decisions and strategy. Be concise and to the point.
> The underlying theme I can see in these services is that they all encourage people to start online businesses. This helps Stripe since their main product is the ability to handle online transactions. Stripe takes a percentage fee from each transaction, so it's in their best interest to encourage the growth of internet-enabled busines"See full answer
"solving too much demand and not enough supply; look at how many users are unable to find a ride within a reasonable amt of time (to be defined)
would
would increase prices everytime someone doesn't get a ride at small intervals. In a few minutes, the prices would increase to an equilibrium."
Akhil S. - "solving too much demand and not enough supply; look at how many users are unable to find a ride within a reasonable amt of time (to be defined)
would
would increase prices everytime someone doesn't get a ride at small intervals. In a few minutes, the prices would increase to an equilibrium."See full answer
"First thing I would do is dig deeper into the problem. Starting off with the data source suggesting the drop of 10%.
Next is investigating - what does drop in traffic mean?
For example - 10% drop in logins, email traffic, email creation.
Next, once I identify the its for example an issue with logins, I would like to drill a deeper into further isolating the problem based on geography, operating platform (mobile/desktop), specific time of day, any other information I could get.
At this point,"
Vinayak A. - "First thing I would do is dig deeper into the problem. Starting off with the data source suggesting the drop of 10%.
Next is investigating - what does drop in traffic mean?
For example - 10% drop in logins, email traffic, email creation.
Next, once I identify the its for example an issue with logins, I would like to drill a deeper into further isolating the problem based on geography, operating platform (mobile/desktop), specific time of day, any other information I could get.
At this point,"See full answer
"I would first start by telling what Google maps do:
Finding direction from A to B
Few users also use it for safety purpose while in Cab
Businesses use it for listing themselves and also consume APIs
When we open Google Maps:
We see the focus is primarily on maps, giving few suggestions on top if user wants to caetgorize thier search such as pretol pump etc
User can add reviews in contribute section
User can review at the feed/suggestions
Since primary usage is navigation, I will"
Lakshay T. - "I would first start by telling what Google maps do:
Finding direction from A to B
Few users also use it for safety purpose while in Cab
Businesses use it for listing themselves and also consume APIs
When we open Google Maps:
We see the focus is primarily on maps, giving few suggestions on top if user wants to caetgorize thier search such as pretol pump etc
User can add reviews in contribute section
User can review at the feed/suggestions
Since primary usage is navigation, I will"See full answer
"This is an Improve a Product question. Let's first go over the Improve a Product formula:
Ask clarifying questions
Identify users, behaviors, and pain points
State product goal
Brainstorm small improvements
Brainstorm bolder improvements
Measure success
Summarize
Now, let's begin!
Ask clarifying questions
Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"
Exponent - "This is an Improve a Product question. Let's first go over the Improve a Product formula:
Ask clarifying questions
Identify users, behaviors, and pain points
State product goal
Brainstorm small improvements
Brainstorm bolder improvements
Measure success
Summarize
Now, let's begin!
Ask clarifying questions
Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"See full answer