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Aadhar Housing Finance Senior Data Scientist Interview Questions and Answers

Updated 13 Apr 2024

Aadhar Housing Finance Senior Data Scientist Interview Experiences

1 interview found

Interview experience
1
Bad
Difficulty level
-
Process Duration
-
Result
No response
Round 1 - Aptitude Test 

Basic Questions on probability statistics etv.

Round 2 - Coding Test 

All path summing to a value in a binaru tree

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Interview preparation tips for other job seekers - Prepare well.

Interview questions from similar companies

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed in May 2024. There were 2 interview rounds.

Round 1 - Technical 

(3 Questions)

  • Q1. SQL Window functions
  • Q2. Excel computed fields in pivot tables
  • Ans. 

    Excel pivot tables allow users to create computed fields using formulas.

    • In Excel pivot tables, computed fields are created by adding a new field with a formula.

    • Formulas can be simple arithmetic operations or more complex calculations.

    • Computed fields can be used to perform calculations on existing data in the pivot table.

    • Examples: calculating profit margin by dividing revenue by cost, calculating average sales per month

  • Answered by AI
  • Q3. Difference in precision and recall
  • Ans. 

    Precision is the ratio of correctly predicted positive observations to the total predicted positives, while recall is the ratio of correctly predicted positive observations to the all observations in actual class.

    • Precision focuses on the accuracy of positive predictions, while recall focuses on the proportion of actual positives that were correctly identified.

    • Precision = TP / (TP + FP)

    • Recall = TP / (TP + FN)

    • Example: In...

  • Answered by AI
Round 2 - One-on-one 

(2 Questions)

  • Q1. About past experience
  • Q2. Past project details

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(1 Question)

  • Q1. Tell me about your self
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Company Website and was interviewed before Aug 2023. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What is Bert and transformer
  • Ans. 

    Bert and transformer are models used in natural language processing for tasks like text classification and language generation.

    • Bert (Bidirectional Encoder Representations from Transformers) is a transformer-based model developed by Google for NLP tasks.

    • Transformer is a deep learning model architecture that uses self-attention mechanisms to process sequential data like text.

    • Both Bert and transformer have been widely use...

  • Answered by AI
  • Q2. NLP pre processing techniques
  • Ans. 

    NLP pre processing techniques involve cleaning and preparing text data for analysis.

    • Tokenization: breaking text into words or sentences

    • Stopword removal: removing common words that do not add meaning

    • Lemmatization: reducing words to their base form

    • Normalization: converting text to lowercase

    • Removing special characters and punctuation

  • Answered by AI
Round 2 - HR 

(2 Questions)

  • Q1. Basic questions
  • Q2. Strength weakness

Skills evaluated in this interview

Aadhar Housing Finance Interview FAQs

How many rounds are there in Aadhar Housing Finance Senior Data Scientist interview?
Aadhar Housing Finance interview process usually has 2 rounds. The most common rounds in the Aadhar Housing Finance interview process are Aptitude Test and Coding Test.

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Aadhar Housing Finance Senior Data Scientist Interview Process

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