Merilytics
20+ Nexus Software Interview Questions and Answers
Q1. Threading in general and how to implement in python.
Threading is a way to execute multiple threads simultaneously. Python has a threading module to implement it.
Threading allows for concurrent execution of multiple threads.
Python's threading module provides a way to create and manage threads.
Threads can be created by subclassing the Thread class or by passing a callable to the constructor.
The GIL (Global Interpreter Lock) in Python limits true parallelism, but threading can still be useful for I/O-bound tasks.
Thread synchroniz...read more
Q2. Calculate revenue for a certain company with certain SKUs with certain price.
Calculate revenue for a company based on SKUs and prices.
Multiply the quantity of each SKU sold by its price
Sum up the total revenue from all SKUs
Revenue = Quantity * Price
Example: SKU1 - 100 units sold at $10 each, SKU2 - 50 units sold at $20 each
Q3. Remove zeroes from a numbers only string and insert at last also maintain the relative order
Remove zeroes from a numbers only string and insert at last while maintaining relative order.
Iterate through the string and separate numbers and zeroes
Store numbers in an array and zeroes in a separate array
Concatenate the numbers array with the zeroes array at the end
Q4. Depth Frist search Graph application problem.
DFS is a graph traversal algorithm that explores as far as possible along each branch before backtracking.
DFS can be used to find connected components in a graph.
It can also be used to detect cycles in a graph.
DFS can be implemented using recursion or a stack.
DFS is not guaranteed to find the shortest path in a graph.
DFS can be used to solve problems such as maze traversal and topological sorting.
Q5. Which is your favourite programming language
My favorite programming language is Python because of its readability, versatility, and extensive libraries.
Python is known for its readability, making it easier to write and maintain code.
Python is versatile and can be used for web development, data analysis, machine learning, and more.
Python has a vast collection of libraries like NumPy, Pandas, and Matplotlib that make data manipulation and visualization easier.
Q6. Challenges of RMG role and provided the resolution
Challenges in RMG role include managing diverse teams, meeting production targets, and ensuring compliance. Resolutions involve effective communication, training, and process improvement.
Managing diverse teams with different skill levels and backgrounds
Meeting production targets while maintaining quality standards
Ensuring compliance with regulations and industry standards
Resolution: Effective communication to align team goals, training to improve skills, process improvement t...read more
Q7. what is duplicates finding in sql
Duplicates finding in SQL is the process of identifying and removing duplicate records from a database table.
Use the DISTINCT keyword in a SELECT statement to retrieve unique records
Use the GROUP BY clause with COUNT() function to identify duplicate records
Use the ROW_NUMBER() function to assign a unique row number to each record and filter out duplicates
Q8. Mutable and immutable difference.
Mutable objects can be changed after creation, while immutable objects cannot be changed.
Mutable objects can have their values modified after creation, while immutable objects cannot.
Examples of mutable objects include lists, dictionaries, and sets.
Examples of immutable objects include strings, tuples, and frozensets.
Q9. Rain water trap DSA problem
The Rain water trap DSA problem involves calculating the amount of rainwater that can be trapped between given bars.
The problem involves finding the maximum height of bars on either side of a given bar.
Calculate the difference between the maximum height and the height of the given bar to get the amount of water trapped.
Repeat the above steps for all bars to get the total amount of water trapped.
Q10. What do you mean by cross validation?
Q11. What is onehotencoding?
Q12. DIFFERENT SITUATIONS IN THE SAME PROLEM
Analyzing different situations within the same problem allows for a comprehensive understanding and effective solutions.
Identify the various factors contributing to the problem
Consider how each factor interacts with the others
Evaluate potential solutions based on the different scenarios
Adjust strategies as needed based on the changing circumstances
Q13. what is java oops concept
Java OOPs concept refers to Object-Oriented Programming principles like inheritance, encapsulation, polymorphism, and abstraction.
Java OOPs concept includes inheritance, where a class can inherit properties and behaviors from another class.
Encapsulation involves bundling data and methods that operate on the data into a single unit.
Polymorphism allows objects to be treated as instances of their parent class, enabling flexibility in code.
Abstraction focuses on hiding the implem...read more
Q14. Difference between left and right join
Left join returns all records from the left table and the matched records from the right table, while right join returns all records from the right table and the matched records from the left table.
Left join keeps all records from the left table, even if there are no matches in the right table.
Right join keeps all records from the right table, even if there are no matches in the left table.
Example: If we have a table of employees and a table of departments, a left join will r...read more
Q15. What are API and restful API?
Q16. What are SQL commands
SQL commands are instructions used to interact with databases to perform tasks such as querying, updating, and managing data.
SQL commands are used to perform various operations on databases, such as SELECT, INSERT, UPDATE, DELETE.
Examples of SQL commands include SELECT * FROM table_name, INSERT INTO table_name (column1, column2) VALUES (value1, value2), UPDATE table_name SET column1 = value1 WHERE condition, DELETE FROM table_name WHERE condition.
SQL commands can also be used...read more
Q17. what is sql language
SQL is a programming language used for managing and manipulating relational databases.
SQL stands for Structured Query Language
It is used to communicate with databases to perform tasks such as querying data, updating data, and creating tables
Common SQL commands include SELECT, INSERT, UPDATE, DELETE
Example: SELECT * FROM customers WHERE city = 'New York';
Q18. Explain Random Forest Classifier.
Q19. what is snowpipe
Snowpipe is a continuous data ingestion service provided by Snowflake for loading streaming data into tables.
Snowpipe allows for real-time data loading without the need for manual intervention.
It can load data from various sources such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.
Snowpipe uses a queue-based architecture to process data as soon as it arrives.
Q20. challenges in project
The challenges in project management can include scope creep, resource constraints, and communication issues.
Scope creep: Managing changes in project scope can be challenging as it can lead to delays and increased costs.
Resource constraints: Limited availability of resources such as skilled personnel or budget can impact project execution.
Communication issues: Ensuring effective communication among team members, stakeholders, and clients is crucial for project success.
Example...read more
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