Relax Pharmaceutical Interview Questions and Answers

Q1. Filters in Tableau
Ans. 
Filters in Tableau allow users to focus on specific data points within a visualization.
• Filters can be applied to dimensions or measures to narrow down the data being displayed.

• Users can use various types of filters such as quick filters, context filters, and data source filters.

• Filters can be used to show or hide data based on specific criteria, such as date ranges or categories.

• Example: Applying a filter to show only
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Q2. Blending and joins in Tableau
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Blending and joins in Tableau allow users to combine data from multiple sources for analysis and visualization.
• Blending is used when data sources have a common field but different levels of granularity.

• Joins are used when data sources have a common field and the same level of granularity.

• Blending creates a virtual join, while joins physically combine the data.

• Examples: Blending sales data from Excel with customer data ...read more
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Q3. LOD expressions in Tableau
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LOD expressions in Tableau allow you to compute values at different levels of detail in a visualization.
• LOD expressions include FIXED, INCLUDE, and EXCLUDE functions

• FIXED LOD expressions compute values at a specific level of detail regardless of the visualization level

• INCLUDE LOD expressions compute values at the specified level of detail and include other dimensions in the visualization

• EXCLUDE LOD expressions compute ...read more
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Q4. Different types of Joins in SQL, difference between TRUNCATE and DELETE
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Different types of joins in SQL include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN. TRUNCATE is faster than DELETE as it removes all rows at once.
• Types of joins: INNER JOIN, LEFT JOIN, RIGHT JOIN, FULL JOIN

• TRUNCATE: removes all rows from a table without logging individual row deletions

• DELETE: removes specific rows from a table and logs each row deletion

• TRUNCATE is faster than DELETE as it does not log individual
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Q1. About my technical experience
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Q2. What will you do if you get the offer from multiple companies
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Q1. Introduction, be prepared to have knowledge on your resume
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Q2. Mathematical questions like percentage
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Q3. Critical thinking. They asked a question with a given situation what you'll do .
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Q4. The past 4 days been climate be stroming . And current was cut off due to rain and flood , you have a important assignment to finish, what you'll do
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During the coding test, I was asked to write a program to check the frequency of characters in a string.

Q1. What is Java , what are the four pillars of java
Ans. 
Java is a popular programming language known for its platform independence and object-oriented approach.
• Java is platform-independent, meaning it can run on any device with a Java Virtual Machine (JVM)

• Object-oriented programming is a key feature of Java, allowing for code reusability and modularity

• The four pillars of Java are: Inheritance, Encapsulation, Abstraction, and Polymorphism

• Inheritance allows a class to inherit...read more
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Q2. Related to collection framework
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Q3. What is recursion, write a code for it
Ans. 
Recursion is a programming technique where a function calls itself to solve a problem.
• Recursion involves breaking down a problem into smaller subproblems and solving them recursively.

• A base case is needed to stop the recursion and prevent infinite loops.

• Example: Factorial calculation using recursion - function factorial(n) { return n === 0 ? 1 : n * factorial(n-1); }
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Q4. Why we don't use pointers in java
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Java doesn't use pointers for security and simplicity reasons.
• Java uses references instead of pointers to avoid direct memory manipulation.

• Pointers can lead to memory leaks and security vulnerabilities.

• Java's garbage collection manages memory automatically, reducing the need for pointers.
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Q5. What are the difference between array and arraylist
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Array is a fixed-size data structure while ArrayList is a dynamic-size data structure in Java.
• Array is a fixed-size collection of elements of the same data type, while ArrayList is a dynamic-size collection that can grow or shrink.

• Arrays can store primitive data types and objects, while ArrayList can only store objects.

• Arrays require a specified size at the time of declaration, while ArrayList can dynamically resize it...read more
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Q1. Types of Chunking in data preparation in RAG
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Q2. How Embedding works in Vector Databases
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Q3. Explain ARIMA model
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Q4. How can we decide to choose Linear Regression for a business problem
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Q1. What is token and it's limit for Open Source LLMs
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Q2. Difference of a Regression and Time Series problem
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Q3. Advantage of LSTM over RNN
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Q4. Performance Metrics for Logistic Regression
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The test will comprise a total of 60 questions, divided as follows: 70% of the questions will focus on finance and accounting, while the remaining questions will cover aptitude and English.

Q1. Zero coupon bonds, long-term liabilities, return on equity, debt-equity ratio, captial budgeting and techniques, bonds and its types, debt instruments meaning, collateral, mortgage, spin off, demerger, mer...read more
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Q1. Write your own implementation for shared pointer. How it will handle if it get assigned by another one. How will you use it in main method. How will you overload -> operator and dereferencing operator in t...read more
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Implementation of shared and unique pointers in C++ with operator overloading.
• Implement a class for shared pointer with reference counting.

• Handle assignment by incrementing reference count and decrementing old pointer's count.

• Overload -> and * operators to access underlying object.

• Use shared pointer in main method by creating instances and passing them around.

• For unique pointer, implement a class that transfers ownersh
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Q2. Simple problem for binary search but input values are double not integer
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Q1. Given bst find two values from tree which will give you required sum. In two pointer is it better to use middle-out instead of starting from both end probabilistically
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Q2. Design splitwise like add and explain
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Q1. Write signature of shared pointer
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Q2. Design system similar to load balancer where if request comes again with same id it should go to server it went for first time. with constant space complexity
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Q3. Design system where there is org hierarchy and you should be able to find all sub-ordinates Optimize is using array of pointer
Ans. 
Design a system with org hierarchy to find all sub-ordinates using array of pointers.
• Create a class for each employee with a pointer to their manager

• Use an array of pointers to store all employee objects

• Traverse the array to find all sub-ordinates of a given employee
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Q4. Write lambda function and it's signature
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Q5. Do you know about template Class and function template
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Q6. How does auto work internally?
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Q1. Are you ready to shift to bengaluru
Ans. 
Yes, I am ready to shift to Bengaluru for the c++ associate position.
• I am excited about the opportunity to work in Bengaluru.

• I have researched the city and am comfortable with the relocation.

• I am flexible and adaptable to new environments.

• I have friends/family in Bengaluru who can support me during the transition.
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Q1. Tell me about yourself.
Ans. 
Experienced internal auditor with a background in finance and risk management.
• Over 5 years of experience in internal auditing

• Strong background in finance and risk management

• Skilled in conducting audits, identifying risks, and implementing controls

• Proficient in analyzing financial data and preparing reports

• Excellent communication and interpersonal skills
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Q2. Family background
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Q3. What activities did you engage in during your articleship?
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During my articleship, I engaged in various activities such as auditing financial statements, conducting internal control reviews, and assisting in risk assessment.
• Auditing financial statements

• Conducting internal control reviews

• Assisting in risk assessment
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Q4. What is the process of conducting an internal audit?
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The process of conducting an internal audit involves planning, executing, reporting, and follow-up.
• Plan the audit by defining objectives, scope, and methodology.

• Gather relevant data and evidence through interviews, document reviews, and observations.

• Analyze the data to identify risks, control weaknesses, and areas for improvement.

• Report findings to management and recommend corrective actions.

• Follow up on implementation...read more
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Q5. What is the difference between internal and statutory audits?
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Internal audits are conducted by internal staff to evaluate and improve the effectiveness of risk management, control, and governance processes within an organization, while statutory audits are required by law and are conducted by external auditors to ensure compliance with financial reporting standards.
• Internal audits are conducted by internal staff, while statutory audits are conducted by external auditors.

• Internal ...read more
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Q1. Tell me about your self
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Q2. Tell me about your experience
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Q3. How to know chola
Ans. 
Chola can be known through various methods such as historical records, archaeological findings, and cultural practices.
• Study historical records and documents related to the Chola dynasty

• Explore archaeological sites and artifacts associated with the Chola civilization

• Learn about the cultural practices, art, and architecture of the Chola period

• Consult experts and scholars in the field of Chola history and culture
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Q4. Do you have any experience about loan sales
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Q5. How to handled pressure
Ans. 
I handle pressure by staying organized, prioritizing tasks, and maintaining a positive attitude.
• Stay organized by creating to-do lists and setting deadlines

• Prioritize tasks based on urgency and importance

• Maintain a positive attitude by focusing on solutions rather than problems
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Q6. How to manage travelling
Ans. 
Managing travelling involves proper planning, organization, and time management.
• Create a detailed itinerary with travel dates, times, and locations.

• Pack efficiently and only bring necessary items to avoid overpacking.

• Utilize travel apps and tools to stay organized and informed.

• Stay flexible and be prepared for unexpected delays or changes in plans.

• Prioritize rest and self-care to avoid burnout during travel.

• Stay connec...read more
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Q7. Do you have experience of pure field work
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