"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
"I will start with discussing the Google mission statement, which is to organize the world's information and make it easily accessible to everyone to help them get things done, and make their day a bit easier.
I will think about building something that will leapfrog this mission.
Google has already organized all of the world's public digital information in the current state. There are opportunities to get more information into a digital form. But there are also significant improvements in mak"
Praveen - "I will start with discussing the Google mission statement, which is to organize the world's information and make it easily accessible to everyone to help them get things done, and make their day a bit easier.
I will think about building something that will leapfrog this mission.
Google has already organized all of the world's public digital information in the current state. There are opportunities to get more information into a digital form. But there are also significant improvements in mak"See full answer
"There are several factors that I can employ to come up with a dynamic pricing system that has capability and capacity to adjust product or service prices based on the various parameters or factors that affect market prices such as demand and supply.
This will be built on customer behaviours, competitors, demographics, and other relevant variables at my disposal.
First, I will define the Requirements and Goals of the system. what is the business needs that this dynamic system will cater. Here fa"
John N. - "There are several factors that I can employ to come up with a dynamic pricing system that has capability and capacity to adjust product or service prices based on the various parameters or factors that affect market prices such as demand and supply.
This will be built on customer behaviours, competitors, demographics, and other relevant variables at my disposal.
First, I will define the Requirements and Goals of the system. what is the business needs that this dynamic system will cater. Here fa"See full answer
"Clarification and Assumption
In house labeling vs outsourced? labeling text, images, bounding boxes, segmentations etc? what kind of issues have we observed?
Assuming that data collection and pre/post-processing is done by different team and labeling starts with receiving data and ends with sending files back to my team. "outsourced, images containing objects, 2 dozen classes of objects to label bounding boxes."
2.Goal
Quality is important because downstream effect. garbage in garbage out."
Rui B. - "Clarification and Assumption
In house labeling vs outsourced? labeling text, images, bounding boxes, segmentations etc? what kind of issues have we observed?
Assuming that data collection and pre/post-processing is done by different team and labeling starts with receiving data and ends with sending files back to my team. "outsourced, images containing objects, 2 dozen classes of objects to label bounding boxes."
2.Goal
Quality is important because downstream effect. garbage in garbage out."See full answer
"Payment system requirement assumption:
Need to be ACID
Amount limitation - some validation for max input size can be done at client level/ API level.
Need to store historic info - GDPR
The information to be stored for database assumed can be structured so RDBMS like mysql or Postgres
Notification requirement - if fail or success need to be text or email to user and or caller
Scalable - Assumption that it deals with critical transaction so Availability and Scalability requirement i"
Personal W. - "Payment system requirement assumption:
Need to be ACID
Amount limitation - some validation for max input size can be done at client level/ API level.
Need to store historic info - GDPR
The information to be stored for database assumed can be structured so RDBMS like mysql or Postgres
Notification requirement - if fail or success need to be text or email to user and or caller
Scalable - Assumption that it deals with critical transaction so Availability and Scalability requirement i"See full answer
"
Functional Requirements
Content Ingestion\:
Ingest news articles from various sources (websites, social media, etc.).
Handle different types of content (text, images, videos).
Content Analysis\:
Extract and preprocess text from articles.
Analyze the content for potential indicators of fake news.
Model Training and Prediction\:
Use machine learning models to classify content as fake or real.
Continuously improve models with new data and f"
Scott S. - "
Functional Requirements
Content Ingestion\:
Ingest news articles from various sources (websites, social media, etc.).
Handle different types of content (text, images, videos).
Content Analysis\:
Extract and preprocess text from articles.
Analyze the content for potential indicators of fake news.
Model Training and Prediction\:
Use machine learning models to classify content as fake or real.
Continuously improve models with new data and f"See full answer
"FN
Given text need to figure out is it following guidelines.
Should notify the user in case of not following guidelines.
Reason for failure
should have misleading/spam/adult filters.
NFN
High availability
High Scalability
Low latency of processing
Estimations
1M requests/min
text - 10kb => 9.5GB/min => 14TB/day
API
fetchmoderationscore(text)
score will be between 0 to 1
more than 0.8 => not following guidelines
fetchmoderationscore(text, filter)"
Deepak K. - "FN
Given text need to figure out is it following guidelines.
Should notify the user in case of not following guidelines.
Reason for failure
should have misleading/spam/adult filters.
NFN
High availability
High Scalability
Low latency of processing
Estimations
1M requests/min
text - 10kb => 9.5GB/min => 14TB/day
API
fetchmoderationscore(text)
score will be between 0 to 1
more than 0.8 => not following guidelines
fetchmoderationscore(text, filter)"See full answer
"Sharing the approach for functional requirements we tool to solve this question.
Functional Requirements
This is only for the Registered users
What is a "For You" page ?
Home page where you get suggestions based on
people you follow.
Interactions
like/share/comments (done by user)
Interests (shared by the user during registration or onboarding)
sports choices/ region choices/
Video sharing platform.
So how many videos should we s"
Anonymous Hare - "Sharing the approach for functional requirements we tool to solve this question.
Functional Requirements
This is only for the Registered users
What is a "For You" page ?
Home page where you get suggestions based on
people you follow.
Interactions
like/share/comments (done by user)
Interests (shared by the user during registration or onboarding)
sports choices/ region choices/
Video sharing platform.
So how many videos should we s"See full answer
"Functional Requirement
Upload the file of any type
POST v1/drive
Upload the another version of file.
POST v1/drive/{fileId}
Delete the file.
DELETE v1/drive/{fileId}
Share the file.
POST v1/drive/{fileId}
Control the access level of the file.
Provide the file accessibility following the directory structure.
Non Functional Requirement
Reliability: The file along with its versions uploaded should be"
Vikash A. - "Functional Requirement
Upload the file of any type
POST v1/drive
Upload the another version of file.
POST v1/drive/{fileId}
Delete the file.
DELETE v1/drive/{fileId}
Share the file.
POST v1/drive/{fileId}
Control the access level of the file.
Provide the file accessibility following the directory structure.
Non Functional Requirement
Reliability: The file along with its versions uploaded should be"See full answer
"The pain points articulated (no contextual recs, isolating experience, etc.) are pain points in the broader audio listening industry - there's no existing audio product at Meta already and assuming this is a net new product, wouldn't it have made more sense to have pain points specific to Meta? E.g. "there's no sense of real-time community in FB Groups" or "the barrier to engage in FB groups feels high" It almost feels like she just regurgitated things she's learned from her time working on Alex"
Michael N. - "The pain points articulated (no contextual recs, isolating experience, etc.) are pain points in the broader audio listening industry - there's no existing audio product at Meta already and assuming this is a net new product, wouldn't it have made more sense to have pain points specific to Meta? E.g. "there's no sense of real-time community in FB Groups" or "the barrier to engage in FB groups feels high" It almost feels like she just regurgitated things she's learned from her time working on Alex"See full answer