Find Interview Questions for Soti

Right Answer:
I left my previous company to seek new challenges and opportunities for growth in my career.

Right Answer:
You should hire me because I have the skills and experience that match the job requirements, I am a quick learner, and I am committed to contributing positively to the team and the company's goals.

Right Answer:
To make operations smooth, ensure clear communication, set defined goals, streamline processes, provide proper training, and encourage teamwork and feedback.

Right Answer:
A customer care executive is a professional who assists customers by addressing their inquiries, resolving issues, and providing information about products or services. They communicate effectively, listen to customer needs, and ensure a positive experience through support and problem-solving.

Right Answer:
I celebrated my last birthday with a small gathering of friends and family at my home. We had dinner together, shared some laughs, and enjoyed a cake. It was a relaxed and joyful day.

Right Answer:
Some common data analysis tools and software include:

1. Microsoft Excel
2. R
3. Python (with libraries like Pandas and NumPy)
4. SQL
5. Tableau
6. Power BI
7. SAS
8. SPSS
9. Google Analytics
10. Apache Spark

Right Answer:
Data normalization is the process of organizing data in a database to reduce redundancy and improve data integrity. It involves structuring the data into tables and defining relationships between them. Normalization is important because it helps eliminate duplicate data, ensures data consistency, and makes it easier to maintain and update the database.

Right Answer:
Regression analysis is a statistical method used to examine the relationship between one dependent variable and one or more independent variables. It is used to predict outcomes, identify trends, and understand the strength of relationships in data.

Right Answer:
1. Remove duplicates
2. Handle missing values
3. Correct inconsistencies
4. Standardize formats
5. Filter out irrelevant data
6. Validate data accuracy
7. Normalize data if necessary

Right Answer:
To handle missing data in a dataset, you can use the following methods:

1. **Remove Rows/Columns**: Delete rows or columns with missing values if they are not significant.
2. **Imputation**: Fill in missing values using techniques like mean, median, mode, or more advanced methods like KNN or regression.
3. **Flagging**: Create a new column to indicate missing values for analysis.
4. **Predictive Modeling**: Use algorithms to predict and fill in missing values based on other data.
5. **Leave as Is**: In some cases, you may choose to leave missing values if they are meaningful for analysis.

Right Answer:
The error ORA-12988 occurs because you cannot drop a column from a table that is owned by the SYS user. To resolve this, you need to either avoid modifying SYS-owned tables or create a new table with the desired structure and migrate the data.