"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
"Clarifying Questions:
Will this feature be rolled out to the Facebook App or will it be a stand-alone app like Messenger? -- Assume it will be another feature like Marketplace embedded in the Facebook App
What is the goal of this feature?
How will it be used? Similar to Marketplace where you might see job listings and employer's company pages linked for reviews
Will this be rolled out to a specific geographic region or a specific industry? - Lets assume all industries in US
**Assump"
Avi G. - "Clarifying Questions:
Will this feature be rolled out to the Facebook App or will it be a stand-alone app like Messenger? -- Assume it will be another feature like Marketplace embedded in the Facebook App
What is the goal of this feature?
How will it be used? Similar to Marketplace where you might see job listings and employer's company pages linked for reviews
Will this be rolled out to a specific geographic region or a specific industry? - Lets assume all industries in US
**Assump"See full answer
Product Manager
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"Agile processes have been a game changer for Software development projects from last 2 decades.
But there are situations where Agile practices don't work very well and demand a workaround. Some of those scenarios are mentioned below:
No Project Plan or Status reports: Agile Project team does not produce formal project plans or status reports unlike Traditional SDLC Projects. Sometimes it is hard to represent project status to senior executives who are interested in the overall status and risk"
Saket S. - "Agile processes have been a game changer for Software development projects from last 2 decades.
But there are situations where Agile practices don't work very well and demand a workaround. Some of those scenarios are mentioned below:
No Project Plan or Status reports: Agile Project team does not produce formal project plans or status reports unlike Traditional SDLC Projects. Sometimes it is hard to represent project status to senior executives who are interested in the overall status and risk"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
"There are couple of reasons for it -
Kind of role : Its a product manager role loaded with analytical work, So working with data in stringent regulatory guideline make it more exciting and thrilling.
Location & industry is like - Cherry on the cake, Bangalore weather and BFI is at its all time peak as people spending behavior is changing continuously, it will be interesting to see big giants like visa are managing it."
Nidhi S. - "There are couple of reasons for it -
Kind of role : Its a product manager role loaded with analytical work, So working with data in stringent regulatory guideline make it more exciting and thrilling.
Location & industry is like - Cherry on the cake, Bangalore weather and BFI is at its all time peak as people spending behavior is changing continuously, it will be interesting to see big giants like visa are managing it."See full answer
"Ask my manager how urgent is my task and why it should be done if needed. If its urgent enough and I can’t wait, communicate with team explaining what goals going to be achieved by implementing and why its important"
Anonymous Starfish - "Ask my manager how urgent is my task and why it should be done if needed. If its urgent enough and I can’t wait, communicate with team explaining what goals going to be achieved by implementing and why its important"See full answer
"Should be able to charge the airpod case when pluged into energy.
Should be able to charge when the airpod case has battery.
Should be able to alert if the airpod case is out of battery.
Should be able to sync with non-paired devices.
Should be able to sync automatically with paired devices.
Should be able to sync automatically with paired devices that are closer to the airpod.
Should be able to switch the connection to a device answering a call.
Should be able to pause during us"
Daniel M. - "Should be able to charge the airpod case when pluged into energy.
Should be able to charge when the airpod case has battery.
Should be able to alert if the airpod case is out of battery.
Should be able to sync with non-paired devices.
Should be able to sync automatically with paired devices.
Should be able to sync automatically with paired devices that are closer to the airpod.
Should be able to switch the connection to a device answering a call.
Should be able to pause during us"See full answer
"Initialize left pointer: Set a left pointer left to 0.
Iterate through the array: Iterate through the array from left to right.
If the current element is not 0, swap it with the element at the left pointer and increment left.
Time complexity: O(n). The loop iterates through the entire array once, making it linear time.
Space complexity: O(1). The algorithm operates in-place, modifying the input array directly without using additional data structures.
"
Avon T. - "Initialize left pointer: Set a left pointer left to 0.
Iterate through the array: Iterate through the array from left to right.
If the current element is not 0, swap it with the element at the left pointer and increment left.
Time complexity: O(n). The loop iterates through the entire array once, making it linear time.
Space complexity: O(1). The algorithm operates in-place, modifying the input array directly without using additional data structures.
"See full answer
"Clarifying questions
Key value proposition of the product: targeted search engine for kids to search the internet
Target users: kids below 18 years of age
Target geography: USA
Form factor: web app
Target market
Kids (largely school students) are now increasingly using the internet for educational purposes to perform assignments, collaborate on projects etc.
A search engine is a core need to access the internet for this audience and is needed quite frequently - almost every time a"
Rahul J. - "Clarifying questions
Key value proposition of the product: targeted search engine for kids to search the internet
Target users: kids below 18 years of age
Target geography: USA
Form factor: web app
Target market
Kids (largely school students) are now increasingly using the internet for educational purposes to perform assignments, collaborate on projects etc.
A search engine is a core need to access the internet for this audience and is needed quite frequently - almost every time a"See full answer
"Spotify is a music streaming app. Monetization of Spotify happens in multiple ways :
Ads
Subscriptions (Ads free, premium)
Make Spotify default on Android phones as Apple Music on Iphones
Spotify to be a default on Nest hubs
Exclusive membership (New songs )
Learn with Spotify classes
Chat with Content creators (for a minimum fee)"
Anjaly J. - "Spotify is a music streaming app. Monetization of Spotify happens in multiple ways :
Ads
Subscriptions (Ads free, premium)
Make Spotify default on Android phones as Apple Music on Iphones
Spotify to be a default on Nest hubs
Exclusive membership (New songs )
Learn with Spotify classes
Chat with Content creators (for a minimum fee)"See full answer
"As a Software Engineering Manager, one of the biggest mistakes I encountered early in my role involved underestimating the importance of aligning team goals with individual career aspirations and professional growth opportunities. This oversight became evident through a project that initially seemed successful but later revealed deeper issues within the team dynamics and morale.
I was leading a software development team on a major project aimed at revamping a critical trading platform. The proj"
Scott S. - "As a Software Engineering Manager, one of the biggest mistakes I encountered early in my role involved underestimating the importance of aligning team goals with individual career aspirations and professional growth opportunities. This oversight became evident through a project that initially seemed successful but later revealed deeper issues within the team dynamics and morale.
I was leading a software development team on a major project aimed at revamping a critical trading platform. The proj"See full answer
"The first thing I would want to do is understand why. Did the requirements change? Did we underscope the project? Were there unforeseen technical complexities? Did our capacity or velocity change for any reason? Did other more urgent priorities come up that shifted focus away from this?
Next I would want to understand all of the risks of missing the launch deadline. Are other teams dependent on our work? Are there any external marketing communications tied our to launch? What will be the impact"
Mallory M. - "The first thing I would want to do is understand why. Did the requirements change? Did we underscope the project? Were there unforeseen technical complexities? Did our capacity or velocity change for any reason? Did other more urgent priorities come up that shifted focus away from this?
Next I would want to understand all of the risks of missing the launch deadline. Are other teams dependent on our work? Are there any external marketing communications tied our to launch? What will be the impact"See full answer