"All purpose cluster remains up and running for longer duration irrespective of the job hence preferred for notebooks, adhoc work whereas job cluster spins up as per the submitted job and shuts down post the completion hence preferred for production scheduled workloads as it also offers compute isolation"
Nitish C. - "All purpose cluster remains up and running for longer duration irrespective of the job hence preferred for notebooks, adhoc work whereas job cluster spins up as per the submitted job and shuts down post the completion hence preferred for production scheduled workloads as it also offers compute isolation"See full answer
"I conducted an in-depth analysis of FedEx's business model, focusing on their primary operations which encompass pickup, transit, and delivery. I evaluated potential metrics across each stage, aiming to determine the most pertinent one for operational insights.
Initially, I proposed using the Fulfillment Ratio, calculated as the number of successful deliveries divided by the expected deliveries, to measure performance. However, the interviewer pointed out this metric's retrospective nature and"
Yatin K. - "I conducted an in-depth analysis of FedEx's business model, focusing on their primary operations which encompass pickup, transit, and delivery. I evaluated potential metrics across each stage, aiming to determine the most pertinent one for operational insights.
Initially, I proposed using the Fulfillment Ratio, calculated as the number of successful deliveries divided by the expected deliveries, to measure performance. However, the interviewer pointed out this metric's retrospective nature and"See full answer
Product Manager
Analytical
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"This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"
Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer.
Unfortunately, there's no formula for technical questions, but some general tips are:
Use analogies when you can
Break your solution into clear, bite-size steps
Don't be afraid to use examples to b"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
"Identify the constraints
AR - definition
College tour - definition (purpose - college application/college selection)
Users
College applicant/parents
Tour guide
Use Cases
How does the college experience feel like in different seasons
College experience in events, festivals, educational fairs
Stimulate college sports events
Mission statement - Sell the college to candidate in the best possible way
Solutions
At sports center, I can view the past games and experien"
Parag - "Identify the constraints
AR - definition
College tour - definition (purpose - college application/college selection)
Users
College applicant/parents
Tour guide
Use Cases
How does the college experience feel like in different seasons
College experience in events, festivals, educational fairs
Stimulate college sports events
Mission statement - Sell the college to candidate in the best possible way
Solutions
At sports center, I can view the past games and experien"See full answer
"My thought process below:
FB's mission: Connect with people - friends, family, and build communities.
Assumptions made:
Goal here is to increase user engagement with an FB product, not to monetize or gather new users, though they may be indirect side-effects
No blockers in terms of data or partnerships
Looking at mobile specifically
Classifying users
Trying a matrix structure of Interest vs Ability-to-engage.
1) Enthusiastic fans :: People who are super interested in the eve"
Sidharth N. - "My thought process below:
FB's mission: Connect with people - friends, family, and build communities.
Assumptions made:
Goal here is to increase user engagement with an FB product, not to monetize or gather new users, though they may be indirect side-effects
No blockers in terms of data or partnerships
Looking at mobile specifically
Classifying users
Trying a matrix structure of Interest vs Ability-to-engage.
1) Enthusiastic fans :: People who are super interested in the eve"See full answer
"Given the dataset does not contain many labels, it implies we cannot directly use supervised learning.
I would ask more about the type of dataset we are given. Is it images, text, etc? This may inform the types of transformations we do the dataset.
I can see two approaches to training
Given the labels we do have, we can find a method to generate labels for the other unlabeled data. This likely will introduce some error since they may not be true labels, but it at least allows processing the"
Matt M. - "Given the dataset does not contain many labels, it implies we cannot directly use supervised learning.
I would ask more about the type of dataset we are given. Is it images, text, etc? This may inform the types of transformations we do the dataset.
I can see two approaches to training
Given the labels we do have, we can find a method to generate labels for the other unlabeled data. This likely will introduce some error since they may not be true labels, but it at least allows processing the"See full answer
"In developing a marketing strategy, I begin with comprehensive market research to identify consumer trends, competition, and potential gaps. This includes using tools like Google Analytics to gather insights on customer preferences and behaviors. I then define clear goals for the campaign, such as brand awareness, lead generation, or customer acquisition, and set KPIs to measure success. For instance, during my time at Bahwan International with the Nissan brand, I analyzed customer segments and"
Basant P. - "In developing a marketing strategy, I begin with comprehensive market research to identify consumer trends, competition, and potential gaps. This includes using tools like Google Analytics to gather insights on customer preferences and behaviors. I then define clear goals for the campaign, such as brand awareness, lead generation, or customer acquisition, and set KPIs to measure success. For instance, during my time at Bahwan International with the Nissan brand, I analyzed customer segments and"See full answer