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I applied via Naukri.com and was interviewed in Aug 2024. There was 1 interview round.
I have experience with tools like Apache Spark, Hadoop, and Kafka for data processing and streaming.
Apache Spark for large-scale data processing
Hadoop for distributed storage and processing
Kafka for real-time data streaming
Data quality in data pipelines is ensured through data validation, monitoring, cleansing, and transformation.
Perform data validation checks at each stage of the pipeline to ensure accuracy and completeness.
Implement monitoring tools to track data quality metrics and identify issues in real-time.
Use data cleansing techniques to remove duplicates, correct errors, and standardize formats.
Apply data transformation processe...
I applied via LinkedIn and was interviewed in May 2024. There was 1 interview round.
Spark driver memory should be decided based on the size of the data being processed and the available resources.
Consider the size of the data being processed to determine the amount of memory needed for the driver.
Take into account the available resources on the cluster to allocate an appropriate amount of memory for the driver.
Monitor the driver memory usage during job execution and adjust as needed to optimize perfor...
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I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
SQL -- LeetCode style questions Medium lvl
One can help with eshopbox by analyzing data to improve customer experience and optimize sales.
Conduct data analysis to identify trends and patterns in customer behavior
Use data to personalize marketing strategies and recommend products to customers
Optimize website layout and user experience based on data insights
Implement data-driven pricing strategies to maximize sales and profits
I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
SQL, excel, tableau , looker studio
I applied via Referral and was interviewed in Jun 2024. There were 3 interview rounds.
50 questions need to do in 15 mins.
I applied via campus placement at SRM Institute of Science & Technology, Chennai and was interviewed in Apr 2024. There was 1 interview round.
Logistic regression is a linear model used for binary classification, while SVM is a non-linear model that can handle complex decision boundaries.
Logistic regression is a probabilistic model that predicts the probability of a binary outcome based on input features.
SVM aims to find the hyperplane that best separates the classes in a high-dimensional space.
Logistic regression is more interpretable and easier to implement...
posted on 3 Dec 2024
I applied via Company Website and was interviewed before Dec 2023. There were 2 interview rounds.
Database schema design
API Design
Python fundamentals
Performance and scalability discussion
Architecture and Distribute system implications
Had assignment for ror and react basic crud
Elevator problem in Java
Create an Elevator class with methods for moving up and down
Use a Queue to keep track of the floors that need to be visited
Implement a scheduling algorithm to determine the order of floor visits
Interview experience
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