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Spark is faster than Hadoop MapReduce due to in-memory processing and supports multiple types of workloads.
Spark performs in-memory processing, while Hadoop MapReduce writes to disk after each task.
Spark supports multiple types of workloads like batch processing, interactive queries, streaming data, and machine learning, while Hadoop MapReduce is mainly for batch processing.
Spark provides higher-level APIs in Java, Sca...
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I applied via LinkedIn and was interviewed in Sep 2024. There were 2 interview rounds.
Use SQL query to find shortest flight duration from NY to HND
Use SQL query with MIN function to find shortest duration
Filter flights from NY to HND using WHERE clause
Calculate duration by subtracting arrival time from departure time
I applied via Referral and was interviewed in Aug 2024. There was 1 interview round.
I applied via Approached by Company and was interviewed in Jul 2024. There were 2 interview rounds.
Basic Apititude Questions
WHERE is used to filter rows before grouping, HAVING is used to filter groups after grouping.
WHERE is used with SELECT statement to filter rows based on a condition
HAVING is used with GROUP BY statement to filter groups based on a condition
WHERE is applied before data is grouped, HAVING is applied after data is grouped
Example: SELECT * FROM table WHERE column = 'value'
Example: SELECT column, COUNT(*) FROM table GROUP B
Row level filters are applied before aggregations, while aggregate filters are applied after aggregations.
Row level filters are used to filter individual rows of data before any aggregations are performed.
Aggregate filters are used to filter the aggregated results after the data has been grouped and summarized.
Row level filters are typically applied using WHERE clause in SQL, while aggregate filters are applied using H...
Typing test to check the typing speed.
I applied via Approached by Company and was interviewed in Nov 2024. There was 1 interview round.
Asked a few questions regarding my experience
I applied via Job Portal and was interviewed in Jun 2023. There were 3 interview rounds.
Aptitude test is a way for employers to assess a candidate's abilities through a variety of different testing formats. Aptitude tests will test your ability to perform tasks and react to situations at work. This includes: problem-solving.
I applied via Approached by Company and was interviewed before Jul 2023. There was 1 interview round.
Sort an array of strings containing only 0s, 1s, and 2s.
Use three pointers to keep track of the positions of 0s, 1s, and 2s in the array.
Iterate through the array and swap elements based on the values of the pointers.
Example: Input array = ['1', '0', '2', '1', '0'], Output array = ['0', '0', '1', '1', '2']
Find the longest palindromic substring within a given string.
Iterate through each character in the string and expand around it to find palindromes.
Keep track of the longest palindrome found so far.
Consider both odd and even length palindromes.
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