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IBM
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I applied via LinkedIn and was interviewed before Apr 2023. There were 2 interview rounds.
MCQ based technical questions they have asked. Covering most of the basic abinitio components
I applied via Company Website and was interviewed before May 2023. There was 1 interview round.
Spark performance tuning methods involve optimizing resource allocation, data partitioning, and caching.
Optimize resource allocation by adjusting memory and CPU settings in Spark configurations.
Partition data effectively to distribute work evenly across nodes.
Utilize caching to store intermediate results in memory for faster access.
Use broadcast variables for small lookup tables to reduce shuffle operations.
Monitor and...
Use Pyspark to remove regex characters from column values
Use the regexp_replace function in Pyspark to remove regex characters from column values
Specify the regex pattern to match and the replacement string
Apply the regexp_replace function to the desired column in the DataFrame
I have experience working as a Data Engineer at XYZ Company for 2 years.
Developed ETL pipelines to extract, transform, and load data from various sources
Optimized database performance and implemented data quality checks
Collaborated with cross-functional teams to design and implement data solutions
I applied via Naukri.com and was interviewed in Jul 2024. There were 2 interview rounds.
There are three types of integration runtime: Self-hosted, Azure, and SSIS
Self-hosted integration runtime is installed on a local machine or a virtual machine within an on-premises network
Azure integration runtime is managed by Azure Data Factory and runs in the Azure cloud
SSIS integration runtime is used to run SQL Server Integration Services packages in Azure Data Factory
There are two types of triggers in Azure Data Factory: Schedule-based triggers and Event-based triggers.
Schedule-based triggers are based on a time schedule and can be set to run at specific intervals.
Event-based triggers are triggered by events such as the completion of a pipeline run or the arrival of new data.
Triggers can be used to automate the execution of pipelines in Azure Data Factory.
I chose Accenture for its reputation, global presence, and opportunities for growth.
Accenture is a renowned company known for its innovative solutions and cutting-edge technology.
The global presence of Accenture provides opportunities to work on diverse projects and collaborate with experts from around the world.
Accenture offers ample opportunities for career growth and development through training programs and mentors...
I applied via Approached by Company and was interviewed in Apr 2024. There was 1 interview round.
Python is used in our project for data processing, analysis, and visualization.
Python is used for data cleaning and transformation tasks.
Python libraries like Pandas and NumPy are used for data manipulation.
Python is used for creating data visualizations using libraries like Matplotlib and Seaborn.
Delete removes specific rows from a table, while Truncate removes all rows from a table.
Delete is a DML operation, while Truncate is a DDL operation.
Delete can be rolled back, while Truncate cannot be rolled back.
Delete operation is slower compared to Truncate operation.
Delete operation maintains the integrity constraints, triggers, and indexes, while Truncate does not.
I applied via Campus Placement and was interviewed before Aug 2022. There were 5 interview rounds.
Aptitude Questions related to Basic Quanitative aptitue, psuedo code snippets,Computer Fundamental Questions, Related to Operating System
There are 3 coding question
1.Easy (Related to Arrays)
2.Medium(String related questions)
3.Medium(Stack related questions)
I applied via Campus Placement and was interviewed before Jan 2023. There was 1 interview round.
I applied via Walk-in and was interviewed before Jun 2023. There was 1 interview round.
Joins are used to combine rows from two or more tables based on a related column between them.
Types of joins include inner join, outer join (left, right, full), and cross join.
Number of columns after join depends on the type of join and the columns being selected.
For example, an inner join will only include rows that have matching values in both tables, resulting in a combined table with columns from both tables.
A left...
Window functions in SQL are used to perform calculations across a set of table rows related to the current row.
Window functions are used to calculate cumulative sums, averages, ranks, and more.
They operate on a set of rows related to the current row, known as the window frame.
Examples include ROW_NUMBER(), RANK(), SUM() OVER(), and AVG() OVER().
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