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Lloyd Healthcare Interview Questions and Answers

Updated 26 Feb 2025
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Q1. What is the difference between a list and a tuple in python?

Ans.

List is mutable, tuple is immutable in Python.

  • List is mutable, meaning its elements can be changed after creation.

  • Tuple is immutable, meaning its elements cannot be changed after creation.

  • List is defined using square brackets [], tuple using parentheses ().

  • Example: list_example = [1, 2, 3], tuple_example = (4, 5, 6)

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Q2. If a number is divisible by 2 (number % 2 == 0), it is even ; otherwise, it is odd.

Ans.

A number is even if it is divisible by 2, otherwise it is odd.

  • Use the modulo operator (%) to check if a number is divisible by 2.

  • If number % 2 == 0, then the number is even.

  • For example, 4 % 2 == 0, so 4 is even; 5 % 2 != 0, so 5 is odd.

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Q3. Write a short program to check if a number is even or odd?

Ans.

A simple program to determine if a number is even or odd.

  • Use the modulo operator (%) to check if the number divided by 2 leaves a remainder

  • If the remainder is 0, the number is even. Otherwise, it is odd

  • Example: num = 6, 6 % 2 = 0 (even); num = 7, 7 % 2 = 1 (odd)

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Q4. What is Python generator?

Ans.

Python generator is a function that returns an iterator object which can be iterated over.

  • Generators are created using a function with 'yield' statement instead of 'return'.

  • They allow you to iterate over a sequence of items without creating the entire sequence in memory at once.

  • Generators are memory efficient and can be used to generate an infinite sequence of items.

  • Example: def my_generator(): for i in range(5): yield i

  • Example: gen = my_generator() print(next(gen)) # Output:...read more

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Q5. A functions that yields values lazily.

Ans.

A generator function in Python yields values one at a time, allowing for lazy evaluation.

  • Use the 'yield' keyword in a function to return values lazily

  • Generators are memory efficient as they only compute values as needed

  • Example: def lazy_generator(): for i in range(5): yield i

  • Call the generator function using next() to get the next value

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Q6. What is ETL pipeline?

Ans.

ETL pipeline stands for Extract, Transform, Load pipeline used to extract data from various sources, transform it, and load it into a data warehouse.

  • ETL pipeline involves extracting data from multiple sources such as databases, APIs, files, etc.

  • The extracted data is then transformed by cleaning, filtering, aggregating, and structuring it for analysis.

  • Finally, the transformed data is loaded into a data warehouse or database for further analysis and reporting.

  • Popular tools for ...read more

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Interview Process at Lloyd Healthcare

based on 4 interviews
1 Interview rounds
Technical Round
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