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I applied via Company Website and was interviewed in Oct 2024. There were 4 interview rounds.
Basic Python, SQL, and Bash questions
Data pipeline design involves creating a system to efficiently collect, process, and analyze data.
Understand the data sources and requirements before designing the pipeline.
Use tools like Apache Kafka, Apache NiFi, or AWS Glue for data ingestion and processing.
Implement data validation and error handling mechanisms to ensure data quality.
Consider scalability and performance optimization while designing the pipeline.
Doc...
I applied via campus placement at The LNM Institute of information Technology, Jaipur and was interviewed in Nov 2024. There was 1 interview round.
Big data refers to large and complex data sets that are difficult to process using traditional data processing applications.
Big data involves large volumes of data
It includes data from various sources such as social media, sensors, and business transactions
Big data requires specialized tools and technologies for processing and analysis
Spark is a distributed computing framework that processes big data in memory and is known for its speed and ease of use.
Spark is a distributed computing framework that can process data in memory for faster processing.
It uses Resilient Distributed Datasets (RDDs) for fault-tolerant distributed data processing.
Spark provides high-level APIs in Java, Scala, Python, and R for ease of use.
It supports various data sources li...
Our application is a data engineering platform that processes and analyzes large volumes of data to provide valuable insights.
Our application uses various data processing techniques such as ETL (Extract, Transform, Load) to clean and transform raw data into usable formats.
We utilize big data technologies like Hadoop, Spark, and Kafka to handle large datasets efficiently.
The application also includes machine learning al...
Versioning in AWS allows you to manage different versions of your resources.
AWS S3 supports object versioning to keep multiple versions of an object in the same bucket.
AWS Lambda supports versioning to manage different versions of your functions.
AWS API Gateway supports versioning to manage different versions of your APIs.
I applied via Company Website and was interviewed in Feb 2024. There were 4 interview rounds.
Cyclic linked lists are linked lists where the last node points back to the first node, creating a loop.
Cyclic linked lists have no NULL pointers, making it difficult to determine the end of the list.
They can be used to efficiently represent circular data structures like a round-robin scheduling algorithm.
Detecting cycles in a linked list can be done using Floyd's cycle-finding algorithm.
Real world problem: Predicting customer churn in a subscription-based service
Collect and analyze customer data such as usage patterns, demographics, and interactions
Use machine learning algorithms to identify factors leading to churn
Implement targeted retention strategies based on the analysis
Monitor and evaluate the effectiveness of the strategies over time
I applied via Recruitment Consulltant and was interviewed in Oct 2023. There were 2 interview rounds.
Test kn logical reasons , date time , train , relationship questions.
Basic python questions
I applied via Recruitment Consulltant and was interviewed before Jun 2022. There were 3 interview rounds.
Sql queries not too difficult asked to write on google document.
I applied via Company Website and was interviewed in Aug 2024. There were 2 interview rounds.
It was Python coding and Sql query assessment round.
Joins are used to combine rows from two or more tables based on a related column between them.
Use JOIN keyword to combine tables based on a common column
Types of joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN
Example: SELECT * FROM table1 INNER JOIN table2 ON table1.id = table2.id
Projects are specific tasks or assignments that require a set of skills and resources to complete.
Projects are temporary endeavors with a defined beginning and end.
They are unique, with specific goals, deliverables, and constraints.
Projects require a team of individuals with different roles and responsibilities.
Examples: Developing a data pipeline for real-time analytics, building a recommendation system for an e-comme
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