"One project that stands out involved building a customer segmentation dashboard for our marketing team using Power BI. The goal was to help them target campaigns more effectively by segmenting customers based on purchase behavior and demographics.
Early in the project, I noticed significant data quality issues in the source tables coming from our CRM system. There were missing values in key fields like customer age and region, duplicate customer IDs, and inconsistencies in how product categories"
Tim F. - "One project that stands out involved building a customer segmentation dashboard for our marketing team using Power BI. The goal was to help them target campaigns more effectively by segmenting customers based on purchase behavior and demographics.
Early in the project, I noticed significant data quality issues in the source tables coming from our CRM system. There were missing values in key fields like customer age and region, duplicate customer IDs, and inconsistencies in how product categories"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
"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
"Clarify the Goal (What Does Success Look Like?) Asked: Why is DoorDash launching bikes for Dashers? Is it to:
Expand Dasher availability in dense urban areas?
Lower delivery times or costs?
Increase access to work for those without cars?
Each possible goal shapes the metrics differently.
Broke Metrics into Categories:
Operational Metrics
Measure how well bikes are functioning as a delivery method.
Average delivery time (bike vs car/walk)
Order completion rate for bike Dashers
On-t"
Logan S. - "Clarify the Goal (What Does Success Look Like?) Asked: Why is DoorDash launching bikes for Dashers? Is it to:
Expand Dasher availability in dense urban areas?
Lower delivery times or costs?
Increase access to work for those without cars?
Each possible goal shapes the metrics differently.
Broke Metrics into Categories:
Operational Metrics
Measure how well bikes are functioning as a delivery method.
Average delivery time (bike vs car/walk)
Order completion rate for bike Dashers
On-t"See full answer
"#simple solution
1.firstly find the node in the bst (O(logn) time complexity it take)
2.now removing the node consists of 3 cases:
1.if the node is leaf (no children):
(keep track of parent and do)
parent.left or parent.right=NULL
simply remove the node ()
2.if(has one child) replace the node with its child
3.if has both childs
we replace the node with either inorder predesor(max of left tree)or inorder succesor and remove
the node wh"
Sambangi C. - "#simple solution
1.firstly find the node in the bst (O(logn) time complexity it take)
2.now removing the node consists of 3 cases:
1.if the node is leaf (no children):
(keep track of parent and do)
parent.left or parent.right=NULL
simply remove the node ()
2.if(has one child) replace the node with its child
3.if has both childs
we replace the node with either inorder predesor(max of left tree)or inorder succesor and remove
the node wh"See full answer