GirnarSoft Senior CAR Consultant Interview Questions and Answers

Q1. Tell me about yourslef
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General aptitude & domain quiz

Analytics case study & ppt submission

Q1. Technical interview & presentation
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Q1. Two PySpark based question: 1) Count of words in para 2) Creating a flow of pipeline.
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Q1. Focus on job descriptions and your domain knowledge
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Q1. Focus on job descriptions and domain knowledge
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The aptitude round was very easy

Q1. In round technical HR your level of programming skills, critical thinking, and logical reasoning
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Q1. In this they ask for general information of the company what you know and they will discuss about the location preference
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Q1. What is Supervised machine learning? Which algorithm you think you can explain brilliantly? Why we use random forest then normal decision tree
Ans. 
Supervised machine learning is a type of ML where the algorithm learns from labeled data. Random forest is used over normal decision tree for better accuracy and to avoid overfitting.
• Supervised ML learns from labeled data to make predictions on new data

• Random forest is an ensemble learning method that uses multiple decision trees to improve accuracy

• Random forest is preferred over normal decision tree to avoid overfitti...read more
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Q2. Example of case study
Ans. 
Case study on a successful marketing campaign for a new product launch
• Identified target audience and their needs

• Developed a unique selling proposition

• Created a multi-channel marketing plan

• Implemented the plan and tracked results

• Adjusted strategy based on data analysis

• Achieved high sales and positive customer feedback
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Retail case study , company trends salw.. Total sale. Profit charts and reports