Fractal Analytics
10+ Shriram Life Insurance Interview Questions and Answers
Q1. What is adstock, decay, Due tos Contributions? How do you evaluate the model? What is seasonality and the formula for seasonality? Do seasonality have any contribution?
Explanation of adstock, decay, Due tos Contributions, seasonality and its formula.
Adstock is the measure of the lasting impact of advertising on consumer behavior.
Decay refers to the reduction in the effectiveness of advertising over time.
Due tos Contributions is the attribution of sales to different marketing channels.
Seasonality is the pattern of sales or other metrics that repeat over a fixed period of time.
The formula for seasonality is (Value in Period / Average Value of...read more
Q2. How can you derive (%share) in power bi
To derive % share in Power BI, use the 'Group By' function and create a measure using the 'Divide' function.
Use the 'Group By' function to group the data by the desired category
Create a measure using the 'Divide' function to calculate the percentage share
Add the measure to a visual to display the % share
Example: = DIVIDE(SUM(Sales[Revenue]), CALCULATE(SUM(Sales[Revenue]), ALL(Sales)))
Q3. How much you know about fractal
Fractals are complex geometric shapes that can be split into parts, each of which is a reduced-scale copy of the whole.
Fractals exhibit self-similarity, meaning they look similar at any scale or magnification.
Examples of fractals include the Mandelbrot set, Koch snowflake, and Sierpinski triangle.
Fractals are used in various fields such as mathematics, computer graphics, and art.
Q4. write SQL queries for given scenario
Writing SQL queries for a given scenario
Use SELECT statement to retrieve data from tables
Use WHERE clause to filter data based on specific conditions
Use JOIN clause to combine data from multiple tables
Q5. sum and sumx in power bi
Sum and SumX are DAX functions used in Power BI to calculate the sum of values in a column or table.
Sum calculates the sum of values in a column or table.
SumX calculates the sum of an expression evaluated for each row in a table.
Both functions can be used in measures and calculated columns.
Example: Sum(Sales[Revenue]) calculates the total revenue for the Sales table.
Example: SumX(Orders, [Quantity]*[Price]) calculates the total sales for each order in the Orders table.
Q6. What are the scopes of GA3
GA3 is a plant hormone that regulates various growth processes in plants.
Regulates seed germination
Promotes stem elongation
Influences flowering and fruit development
Used in agriculture to increase crop yield
Can be applied externally to plants to induce growth responses
Q7. Reason to switch
Seeking new challenges and opportunities for growth
Desire to work on more diverse projects
Opportunity for career advancement
Seeking a better work-life balance
Interested in learning new skills or technologies
Q8. What is a data layer
A data layer is a software component that separates the data access logic from the business logic in an application.
It acts as an intermediary between the database and the application's business logic
Helps in managing data access, storage, and retrieval
Improves scalability and maintainability of the application
Examples include ORM frameworks like Hibernate in Java or Entity Framework in .NET
Q9. SQL query on 2nd largest
Use a subquery to find the 2nd largest value in a SQL table.
Use a subquery to find the maximum value in the table
Exclude the maximum value from the results to find the 2nd largest value
Q10. Handling Jsons in python
Python provides built-in libraries like json to handle JSON data easily.
Use json module to load and parse JSON data
Use json.dumps() to convert Python objects into JSON strings
Use json.loads() to convert JSON strings into Python objects
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