"Machine learning software engineer interviews at Google are really challenging. The questions are difficult, specific to Google, and they cover a wide range of topics."
Million D. - "Machine learning software engineer interviews at Google are really challenging. The questions are difficult, specific to Google, and they cover a wide range of topics."See full answer
"2 Approaches:
1) The more intuitive approach is doing a multi-source BFS from all cats and storing the distance of closest cats. Then do a dfs/bfs from rat to bread.
Time Complexity: O(mn + 4^L) where L is path length, worst case L could be mn
Space Complexity: O(m*n)
2) The first approach should be fine for interviews. But if they ask to optimize it further, you can use Binary Search. Problems like "Finding max of min distance" or "Finding min of max" could be usually solved by BS.
"
Karan K. - "2 Approaches:
1) The more intuitive approach is doing a multi-source BFS from all cats and storing the distance of closest cats. Then do a dfs/bfs from rat to bread.
Time Complexity: O(mn + 4^L) where L is path length, worst case L could be mn
Space Complexity: O(m*n)
2) The first approach should be fine for interviews. But if they ask to optimize it further, you can use Binary Search. Problems like "Finding max of min distance" or "Finding min of max" could be usually solved by BS.
"See full answer
Software Engineer
Coding
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"1. Understand the "Why" (Deep Dive) - Before jumping to solutions, as a PM needs to precisely understand why users are unhappy. NPS gives us a score, but not the reasons. (0 -4 weeks)
Analyze Feedback: Go beyond the score. What are Detractors (0-6) saying? What do Promoters (9-10) love?
Qualitative Research:(VOC- voice of the customer) Conduct user interviews, analyze support tickets, and observe product usage. Pinpoint specific pain points (e.g., slow p"
Vishnu G. - "1. Understand the "Why" (Deep Dive) - Before jumping to solutions, as a PM needs to precisely understand why users are unhappy. NPS gives us a score, but not the reasons. (0 -4 weeks)
Analyze Feedback: Go beyond the score. What are Detractors (0-6) saying? What do Promoters (9-10) love?
Qualitative Research:(VOC- voice of the customer) Conduct user interviews, analyze support tickets, and observe product usage. Pinpoint specific pain points (e.g., slow p"See full answer
"Sales Performance Dashboard t for sales leaders to monitor product performance:
Sales Performance Dashboard
Top-Level Metrics (KPI Summary)
Time Filter: [Day] [Week] [Month] [Quarter] [Custom Range]
Total Sales Revenue
Displays total revenue for the selected period.
Units Sold
Breakdown by product category and SKU.
Average Deal Size
Total revenue ÷ Number of deals closed.
Conversion Rate
_Leads to sales conversion ratio."
Syed A. - "Sales Performance Dashboard t for sales leaders to monitor product performance:
Sales Performance Dashboard
Top-Level Metrics (KPI Summary)
Time Filter: [Day] [Week] [Month] [Quarter] [Custom Range]
Total Sales Revenue
Displays total revenue for the selected period.
Units Sold
Breakdown by product category and SKU.
Average Deal Size
Total revenue ÷ Number of deals closed.
Conversion Rate
_Leads to sales conversion ratio."See full answer
"I have nothing in my mind even upon thinking that Google Product is going to be disliked. The reason is that it is made with the effort to serve the customers. I like Gooogle because the Searching using the web browser, its timely response, especially for Research problems, we use the Google Scholar, Google collaborative, Google Documents, Google Drive, Google GMAIL inbox and the interface design, and many other things."
Amana A. - "I have nothing in my mind even upon thinking that Google Product is going to be disliked. The reason is that it is made with the effort to serve the customers. I like Gooogle because the Searching using the web browser, its timely response, especially for Research problems, we use the Google Scholar, Google collaborative, Google Documents, Google Drive, Google GMAIL inbox and the interface design, and many other things."See full answer