"My approach is try to narrow down by 4W1H.
When - When this happened? Still continuously happen the problem?
Where - Is this happen specific region or entire customers?
What - What kind of problem? One time big error or any data show the curve?
Who - Is it all platform or specific platform (Web, iOS, Android)
How - How serious problem? How many customer affected?
Next step is to narrow down the causes is from internal factors or external factors.
For internal factors:
Any recent up"
Takashi M. - "My approach is try to narrow down by 4W1H.
When - When this happened? Still continuously happen the problem?
Where - Is this happen specific region or entire customers?
What - What kind of problem? One time big error or any data show the curve?
Who - Is it all platform or specific platform (Web, iOS, Android)
How - How serious problem? How many customer affected?
Next step is to narrow down the causes is from internal factors or external factors.
For internal factors:
Any recent up"See full answer
"A load balancer, web application servers and a large database. Database is the core of the application containing the songs and tags related to each song. Application server will provide the search interface to find songs, play them and search them in specific categories or channels."
Soraya B. - "A load balancer, web application servers and a large database. Database is the core of the application containing the songs and tags related to each song. Application server will provide the search interface to find songs, play them and search them in specific categories or channels."See full answer
"Clarifying my assumptions first, i.e. "Technical contributions are not just writing or reviewing code".
Answer :
My contributions to any program I lead as a TPM are as follows :
Inputs towards design, architecture review, mapping requirements to the proposed design, reviewing the implementation strategy w.r.t scalable solution, Writing core user-centric test scenarios, Validating proposed design vs implementation estimates vs initial planning. etc...
Example :
Situation: We are a"
DM - "Clarifying my assumptions first, i.e. "Technical contributions are not just writing or reviewing code".
Answer :
My contributions to any program I lead as a TPM are as follows :
Inputs towards design, architecture review, mapping requirements to the proposed design, reviewing the implementation strategy w.r.t scalable solution, Writing core user-centric test scenarios, Validating proposed design vs implementation estimates vs initial planning. etc...
Example :
Situation: We are a"See full answer
"Clarify: IG shops is the marketplace on IG, where users can view items listed for sale by creators/businesses and also search for specific items or categories. Users can actually buy through shops instead of getting navigated to the original business website. Correct?
Clarify: Can only sellers/businesses which own their inventory have a "shop"? Or can a social media influencer (different IG account) sell on behalf of a business?
Structure: In order to figure out what success looks like, I'd fi"
Anonymous Crab - "Clarify: IG shops is the marketplace on IG, where users can view items listed for sale by creators/businesses and also search for specific items or categories. Users can actually buy through shops instead of getting navigated to the original business website. Correct?
Clarify: Can only sellers/businesses which own their inventory have a "shop"? Or can a social media influencer (different IG account) sell on behalf of a business?
Structure: In order to figure out what success looks like, I'd fi"See full answer
Product Manager
Technical
+2 more
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"let's say I'm working on a social media platform and considering implementing a new feature: "Reactions" to posts, similar to Facebook's reactions (like, love, haha, wow, sad, angry). Here's how I would conduct an A/B test for this feature:
Define goals and Identify the feature: Goal is to increase user engagement and provide more nuanced ways for users to express their reactions to posts.The feature I want to test is the introduction of "Reactions" buttons alongside the traditional "Lik"
Ankita S. - "let's say I'm working on a social media platform and considering implementing a new feature: "Reactions" to posts, similar to Facebook's reactions (like, love, haha, wow, sad, angry). Here's how I would conduct an A/B test for this feature:
Define goals and Identify the feature: Goal is to increase user engagement and provide more nuanced ways for users to express their reactions to posts.The feature I want to test is the introduction of "Reactions" buttons alongside the traditional "Lik"See full answer
"Clarifying and assumption
When we say financial security, are we talking about authentication, fraud detection or money laundering? Assumption: Fraud detection. Focusing specifically on transaction-level fraud.
Is this an internal AI implementation or an external third-party service we provide to multiple financial businesses? Assumption: External Third-party AI financial security product.
Requirements
Need to detect when fraudulent transactions happen.
**Detection stra"
Darpan D. - "Clarifying and assumption
When we say financial security, are we talking about authentication, fraud detection or money laundering? Assumption: Fraud detection. Focusing specifically on transaction-level fraud.
Is this an internal AI implementation or an external third-party service we provide to multiple financial businesses? Assumption: External Third-party AI financial security product.
Requirements
Need to detect when fraudulent transactions happen.
**Detection stra"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
"Clarifying questions I asked?
Are we trying to track any specific type of metric ? Like a Business Metric, Engagement Metric ?
No. In general as a admin of a city at Uber what would you track ?
Okay. (After collecting thoughts)
Revenue from rides per day
No of rides per day in the city
% of drivers completing more than 10 rides/day, 5 rides/day, 1+ ride/day."
Mehul K. - "Clarifying questions I asked?
Are we trying to track any specific type of metric ? Like a Business Metric, Engagement Metric ?
No. In general as a admin of a city at Uber what would you track ?
Okay. (After collecting thoughts)
Revenue from rides per day
No of rides per day in the city
% of drivers completing more than 10 rides/day, 5 rides/day, 1+ ride/day."See full answer
" I have told about the challenge I have faced while designing the Automation Framework for Angular and React website and why we have to use 1 library puppeteer sharp over selenium e.g. we need to handle the asynch calls correctly when an object is selected in the UI and result is awaited for it."
Kanwal jeet singh L. - " I have told about the challenge I have faced while designing the Automation Framework for Angular and React website and why we have to use 1 library puppeteer sharp over selenium e.g. we need to handle the asynch calls correctly when an object is selected in the UI and result is awaited for it."See full answer
"
Situation
In the derivatives trading domain, timely and accurate data is crucial for making informed trading decisions. Our existing data processing system was facing challenges with latency and scalability, which hindered our ability to react swiftly to market changes. To address these issues, we designed a new real-time market data processing platform.
Task
The task was to develop a low-latency data processing platform that could handle real-time market data ingestion, processing, an"
Scott S. - "
Situation
In the derivatives trading domain, timely and accurate data is crucial for making informed trading decisions. Our existing data processing system was facing challenges with latency and scalability, which hindered our ability to react swiftly to market changes. To address these issues, we designed a new real-time market data processing platform.
Task
The task was to develop a low-latency data processing platform that could handle real-time market data ingestion, processing, an"See full answer
"Deep Learning is a part of Artificial Intelligence, it's like teaching the machine to think and make decisions on its own. It's like how we teach a child the concept of an apple - it's round, red, has a stem on top. We show them multiple pictures of apples and then they understand and can recognize an apple in future. Similarly, we feed lots of data to the machine, and slowly, it starts learning from that data, and can then make relevant predictions or decisions based on what it has learnt.
A co"
Surbhi G. - "Deep Learning is a part of Artificial Intelligence, it's like teaching the machine to think and make decisions on its own. It's like how we teach a child the concept of an apple - it's round, red, has a stem on top. We show them multiple pictures of apples and then they understand and can recognize an apple in future. Similarly, we feed lots of data to the machine, and slowly, it starts learning from that data, and can then make relevant predictions or decisions based on what it has learnt.
A co"See full answer
"SQL databases are relational, NoSQL databases are non-relational. SQL databases use structured query language and have a predefined schema. NoSQL databases have dynamic schemas for unstructured data. SQL databases are vertically scalable, while NoSQL databases are horizontally scalable."
Ali H. - "SQL databases are relational, NoSQL databases are non-relational. SQL databases use structured query language and have a predefined schema. NoSQL databases have dynamic schemas for unstructured data. SQL databases are vertically scalable, while NoSQL databases are horizontally scalable."See full answer
"If it's a product end to end, then there's a lot to say. If it's just a feature on top of a product then I will focus on the complexity and how I break complex tasks into small milestones to partner with XFN teams to nail it. Focus on situation, task, actions and results"
S G. - "If it's a product end to end, then there's a lot to say. If it's just a feature on top of a product then I will focus on the complexity and how I break complex tasks into small milestones to partner with XFN teams to nail it. Focus on situation, task, actions and results"See full answer
"Asked clarifying questions, this was similar to box. Took a minute to gather thoughts. Came up with a structured approach. Focused on use cases, prioritized it. They wanted to focus on security aspects, MFA, simultaneous read/write operations, etc."
Shahid K. - "Asked clarifying questions, this was similar to box. Took a minute to gather thoughts. Came up with a structured approach. Focused on use cases, prioritized it. They wanted to focus on security aspects, MFA, simultaneous read/write operations, etc."See full answer