FX Consultancy SAP MM Associate Interview Questions and Answers

Q1. What is precision and recall
Ans. 
Precision and recall are metrics used in classification tasks to evaluate the performance of a model.
• Precision is the ratio of correctly predicted positive observations to the total predicted positive observations.

• Recall is the ratio of correctly predicted positive observations to the all observations in actual class.

• Precision is about how many of the actual positive cases were correctly predicted as positive.

• Recall is...read more
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Q2. How you will remove hallucination in LLM
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Q1. What is PEFT?and what is QLORA
Ans. 
PEFT stands for Physical Education, Fine Arts, Technology. QLORA is a software platform for managing and analyzing data.
• PEFT is an acronym for Physical Education, Fine Arts, Technology, representing different areas of study or activities in education.

• QLORA is a software platform used for managing and analyzing data, often used in research or business settings.

• PEFT can be implemented in schools to ensure a well-rounded ...read more
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Q2. Explain random forest algorithm
Ans. 
Random forest is an ensemble learning method that builds multiple decision trees and merges their predictions to improve accuracy.
• Random forest creates multiple decision trees during training.

• Each tree is built using a random subset of features and data points.

• The final prediction is made by averaging the predictions of all trees (regression) or taking a majority vote (classification).
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Q1. What are the challanges you faced
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Q2. How do you manage team?
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It was in genral apptitude round

Q1. OOPS Related question s, multithreading
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Q2. Explain about your project
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Q1. Question related to angular
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Q2. SQL questions like joins, DDL, DML commands
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Q1. Related to MDM and IICs And ETL and SQL
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Q1. Dwdm , ash , alarms , ospf ,rip
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Q1. How do you handle difficult customer
Ans. 
I handle difficult customers by remaining calm, empathetic, and finding a solution to their problem.
• Listen actively to the customer's concerns

• Stay calm and composed, even if the customer is angry or rude

• Empathize with the customer and show understanding

• Apologize for any inconvenience caused

• Offer a solution or alternative options to resolve the issue

• Seek assistance from a supervisor or manager if necessary

• Follow up with
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Q2. How do you handle pressure at work?
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I handle pressure at work by staying organized, prioritizing tasks, and maintaining a positive attitude.
• I stay organized by creating to-do lists and setting realistic deadlines.

• I prioritize tasks by identifying urgent and important tasks and tackling them first.

• I maintain a positive attitude by reminding myself of the bigger picture and focusing on finding solutions rather than dwelling on problems.

• For example, in my p...read more
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Q1. Gas and track problem
Ans. 
The gas and track problem involves determining the amount of gas required to complete a track.
• Calculate the distance of the track

• Determine the fuel efficiency of the vehicle

• Divide the distance by the fuel efficiency to get the required amount of gas
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Q2. Java design patterns
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Q1. Self introduction what ever you are telling be confident on it
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Q1. Personality questions decision making questions
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