Everything posted by Mayank Gupta
- Self-Serving Bias
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Quantile Based Analysis
Sachin has provided the most well rounded answer to this question and hence his answer has been selected as the winner. Answer from Michael is also a must read.
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ROI from AI Solutions
AI investments are definitely long term investments and hence it is logical to think about the long term benefits from them. However, to keep the team motivated, organizations also look at benefits in the short term. This aspect has been appropriately highlighted by Anchal and hence his answer has been selected as the best.
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Backlog Management leading to improvement
Hello Harini You can potentially check for the below things 1. Volume spike post insourcing the work from vendor 2. Dip in the average handling time (or processing time) post insourcing 3. Learning curve of the team 4. Change in the complexity of the work or the mix of simple vs complex tasks post insourcing 5. Seasonal or cyclical nature of work resulting is higher backlog in certain months which average out for the whole year. Regards Mayank Gupta
- Non-parametric Analysis
- Knowledge Base
- Parametric Analysis
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Business Requirement Document (BRD)
Deep has provided the best answer to this question as it covers broader aspects of the question. Michael's answer was a close second as it focusses primarily on security and data breach aspects. However, it is a must read answer.
- 5 Whys
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Retrieval Augmented Generation (RAG)
Deep Dave has provided the best answer to this question. Well done!
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Using 2 Proportion Z Test to validate the difference between amounts allocated between two periods
Ok. Since you are working with the complete data set, there is no need to do hypothesis testing. We use hypothesis testing when we work with samples.
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Systems Thinking and Design Thinking
Sachin Tanwar has provided the best answer to the question. Well done!!
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Using 2 Proportion Z Test to validate the difference between amounts allocated between two periods
Hello Jaya Any reason why data from Jan to Sept was considered? Why not the financial year or calendar year?
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Named Entity Recognition (NER)
While none of the answers are complete in the true sense, the closest that comes is from Sachin Tanwar and hence has been selected as the winner. I recommend going through all answers to get a more complete perspective.
- Replication
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Artificial Intelligence
The best answer to this question has been provided by Mohammad Riyadh Al Kamal. Well done!
- Artificial Intelligence Types
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Yield Management
Very insightful answers from all respondents. The best answer has been provided by Mohammad Riyadh Al Kamal. Very well articulated and a complete answer. Well done! P.S. - recently I noticed that even cinema halls have started implementing dynamic pricing
- Standard Work vs Work Instructions
- ISO 9001
- Conformity Bias
- Kanban vs Gantt Charts
- Workflow Analysis and DMADV
- TapRoot Analysis
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Control Charts
Indrani has provided the best answer to this question by highlighting the areas where usage of control charts might not be advisable. Well done. P.S. - A few answers were not approved as they either failed in the AI generated content or plagiarism. Request all respondents to be a little careful of these things.