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SAS macros are categorized into two main types: macro variables and macro programs, each serving distinct purposes in data processing.
Macro Variables: Store single values or strings. Example: %let var = 100;
Macro Programs: Contain a series of SAS statements. Example: %macro myMacro; data _null_; put 'Hello World'; %mend;
Local vs Global Macros: Local macros are accessible only within the macro, while global macros ...
PROC SQL is a SQL-based method for data manipulation, while MERGE is a SAS-specific method for combining datasets by common variables.
PROC SQL can perform complex queries, including joins, aggregations, and subqueries. Example: SELECT * FROM table1 INNER JOIN table2 ON table1.id = table2.id;
MERGE combines datasets based on common variables and requires sorted datasets. Example: DATA combined; MERGE dataset1 datase...
The RETAIN statement in SAS preserves the value of a variable across iterations of the DATA step.
RETAIN keeps the value of a variable from the previous iteration of the DATA step.
Syntax: RETAIN variable1 variable2; to specify which variables to retain.
Example: If 'x' is retained, its value from the last observation is used in the next iteration.
Useful for cumulative calculations, like running totals or flags.
Witho...
RAG (Retrieval-Augmented Generation) combines retrieval and generation for enhanced AI responses.
RAG architecture integrates a retrieval mechanism with a generative model.
It retrieves relevant documents from a knowledge base to inform the generation process.
For example, in a question-answering system, RAG can pull in context from a database before generating an answer.
This approach improves accuracy and relevance ...
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Transformers are deep learning models that use self-attention mechanisms for processing sequential data efficiently.
Introduced in the paper 'Attention is All You Need' by Vaswani et al. in 2017.
Utilizes self-attention to weigh the significance of different words in a sentence.
Eliminates the need for recurrent layers, allowing for parallel processing.
Commonly used in NLP tasks like translation, summarization, and t...
Key aspects of MySQL development include database design, query optimization, indexing, and data integrity management.
Database Design: Structuring tables and relationships effectively, e.g., using normalization to reduce redundancy.
Query Optimization: Writing efficient SQL queries, e.g., using EXPLAIN to analyze query performance.
Indexing: Creating indexes on frequently queried columns to speed up data retrieval, ...
Trending social media topics include climate change, mental health awareness, AI advancements, and pop culture events.
Climate Change: Discussions around COP28 and global warming initiatives.
Mental Health: Increased focus on mental health resources and destigmatization.
AI Advancements: Conversations about AI ethics and new technologies like ChatGPT.
Pop Culture: Viral trends from music releases, celebrity news, and ...
Depreciation is the systematic reduction of an asset's value over time due to wear and tear or obsolescence.
Depreciation allocates the cost of tangible assets over their useful lives.
For example, a delivery truck costing $30,000 may depreciate by $6,000 annually over five years.
It helps businesses match expenses with revenues, providing a clearer financial picture.
Common methods include straight-line, declining ba...
AML and KYC are regulations aimed at preventing financial crimes and ensuring customer identity verification.
AML involves policies and procedures to detect and prevent money laundering activities.
KYC requires businesses to verify the identity of their clients to prevent fraud.
Examples of AML measures include transaction monitoring and reporting suspicious activities.
KYC processes may involve collecting identificat...
REST (Representational State Transfer) is an architectural style for designing networked applications using standard HTTP methods.
REST uses standard HTTP methods: GET (retrieve), POST (create), PUT (update), DELETE (remove).
Resources are identified by URIs (Uniform Resource Identifiers). For example, /users/123 represents a user with ID 123.
Data is typically exchanged in JSON or XML format, with JSON being the mos...
I applied via Naukri.com and was interviewed in Mar 2024. There was 1 interview round.
Slow scrolling in Selenium can be caused by various factors like large DOM, inefficient locators, or network latency.
Check if the page has a large DOM structure which can slow down scrolling
Optimize locators to make them more efficient and reduce the time taken to find elements
Consider network latency as a possible cause for slow scrolling
Use actions class in Selenium for smooth scrolling operations
Use Java Stream API to sort HashMap by values.
Use entrySet() method to get a set view of the mappings contained in the map.
Use Comparator.comparing() to compare the values of the entries.
Use sorted() method to sort the entries based on the comparator.
Collect the sorted entries into a LinkedHashMap to maintain the order.
posted on 14 Jul 2025
I appeared for an interview in Jun 2025, where I was asked the following questions.
Key aspects of customer conversation include politeness, active listening, and clear communication to ensure a positive experience.
Be polite: Always greet the customer warmly and thank them for reaching out.
Listen actively: Pay attention to the customer's concerns without interrupting.
Respond clearly: Use simple language to explain solutions, avoiding jargon.
Stay calm under pressure: If a customer is upset, maintain a ...
Craft a clear and polite email updating the customer on their delivery status, ensuring all relevant details are included.
Start with a friendly greeting, e.g., 'Dear [Customer's Name],'
Acknowledge their inquiry about the delivery status.
Provide the current status of the delivery, e.g., 'Your order is currently in transit and is expected to arrive by [date].'
Include tracking information if available, e.g., 'You can trac...
Stay calm, listen, and provide solutions to address the customer's concerns about a delayed order.
Acknowledge the customer's feelings: 'I understand how frustrating this must be for you.'
Gather information: Ask for the order number to quickly locate their order details.
Provide updates: Share the current status of the order and any reasons for the delay.
Offer solutions: Suggest options like a revised delivery date or a ...
I appeared for an interview in May 2025, where I was asked the following questions.
In five years, I envision myself as a senior data analyst, leading projects and mentoring junior analysts while driving impactful data-driven decisions.
I aim to develop expertise in advanced analytics techniques, such as machine learning, to enhance data insights.
I plan to take on leadership roles, guiding teams in data projects and fostering a collaborative environment.
I want to contribute to strategic decision-making...
I am open to relocating for new opportunities that enhance my professional and personal growth.
Relocation offers exposure to diverse work cultures, enhancing adaptability.
I am eager to learn from different teams and contribute to various projects.
For example, working in a new city can provide insights into regional market trends.
I believe that adapting to new environments fosters personal growth and resilience.
I thrive in both independent and team settings, balancing focus and collaboration effectively.
Independently, I excel at time management, ensuring timely delivery of projects.
For example, I completed a data analysis project solo, meeting all deadlines and exceeding expectations.
In a team, I value collaboration, as it fosters diverse ideas and solutions.
During a group project, I facilitated brainstorming sessions that le...
I appeared for an interview in Apr 2025, where I was asked the following questions.
My school days were filled with learning, friendships, and memorable experiences that shaped my character and aspirations.
Waking up early and preparing for school, often with a hearty breakfast to fuel the day.
Engaging in various subjects like mathematics, science, and literature, which sparked my interest in accounting.
Participating in extracurricular activities such as sports and drama, which helped develop teamwork ...
My village is a serene place surrounded by lush greenery, with a close-knit community and rich cultural traditions.
Location: Nestled in the foothills, my village is known for its scenic beauty and fresh air.
Community: The villagers are friendly and supportive, often coming together for festivals and events.
Economy: Agriculture is the mainstay, with many families engaged in farming crops like rice and wheat.
Culture: We ...
I am a dedicated CA fresher with a strong foundation in accounting principles and a passion for financial analysis and reporting.
Completed my Chartered Accountancy with a focus on taxation and auditing.
Interned at XYZ Firm, where I assisted in preparing financial statements.
Proficient in accounting software like Tally and QuickBooks.
Participated in workshops on GST compliance and financial modeling.
Strong analytical sk...
Our company is a leading provider of innovative financial solutions, dedicated to empowering clients with expert guidance and support.
Founded in 2005, we have grown to serve over 10,000 clients globally.
We specialize in tax advisory, audit services, and financial consulting.
Our team consists of over 200 qualified professionals with diverse expertise.
We leverage technology to enhance our services, such as using AI for d...
I enjoy reading, traveling, and cooking, which help me relax and learn new things while balancing my professional life.
Reading: I love exploring different genres, especially finance and self-improvement books, which enhance my knowledge.
Traveling: I enjoy visiting new places, experiencing diverse cultures, and gaining fresh perspectives that inspire my work.
Cooking: Experimenting with new recipes allows me to unwind an...
My mother is a strong, caring woman who has always supported me in my endeavors and taught me valuable life lessons.
She is a teacher by profession, inspiring countless students with her dedication.
Her cooking skills are exceptional; she makes the best homemade meals, especially her famous biryani.
She has a great sense of humor, often lightening the mood with her jokes.
My mother is very supportive; she encouraged me to ...
My father is a dedicated professional and a loving family man who inspires me with his values and work ethic.
He has been working as a senior accountant for over 20 years, showcasing his expertise in financial management.
He values education and always encouraged me to pursue my studies, often helping me with my homework.
In his free time, he enjoys gardening, which has taught me the importance of patience and nurturing.
H...
I come from a close-knit family that values education and support, consisting of my parents, a sibling, and a loving extended family.
My father is a businessman who has instilled in me the importance of hard work and integrity.
My mother is a teacher, and her passion for education has inspired me to pursue my career in finance.
I have one younger sibling who is currently studying in high school and is very enthusiastic ab...
My sister is a vibrant and ambitious individual, pursuing her dreams with passion and determination.
She is currently studying engineering at a prestigious university, showcasing her dedication to academics.
In her free time, she volunteers at a local animal shelter, demonstrating her love for animals and community service.
She enjoys painting and has held a few exhibitions, reflecting her creative side and artistic talen...
Friends are essential companions who provide support, joy, and shared experiences throughout life.
Friends offer emotional support during tough times, like comforting you after a breakup.
They share joyful moments, such as celebrating birthdays or achievements together.
Friends can introduce you to new experiences, like trying out a new hobby or sport.
They often provide honest feedback, helping you grow personally and pro...
I attended XYZ College, known for its rigorous curriculum and vibrant campus life, fostering both academic and personal growth.
XYZ College offers a diverse range of courses, including finance, taxation, and auditing.
The college has a strong placement record, with top firms recruiting from our campus.
Extracurricular activities are encouraged, with clubs for debate, sports, and cultural events.
I participated in workshops...
Inter-college competitions foster collaboration, skill development, and networking among students from different institutions.
Encourages teamwork: Students work together to solve problems or create projects.
Skill enhancement: Participants can improve their skills in various fields, such as finance, marketing, and public speaking.
Networking opportunities: Students meet peers and professionals, which can lead to internsh...
A tank band is a supportive device used in various applications, including medical and industrial settings, to stabilize tanks.
Used in medical settings to secure IV bags or fluid tanks.
In industrial applications, it stabilizes large storage tanks.
Can be made of materials like metal or durable plastic.
Helps prevent movement or tipping of tanks during transport.
My childhood friends were my companions in adventures, shaping my early experiences and teaching me valuable life lessons.
We built treehouses in the backyard, fostering creativity and teamwork.
We played cricket every evening, which taught me the importance of sportsmanship.
We shared secrets and dreams, creating a bond of trust that lasted through the years.
We explored the neighborhood on our bicycles, which instilled a...
I come from a close-knit family of five, including my parents, two siblings, and me, each with unique interests and aspirations.
My father is a businessman who runs a local grocery store, teaching me the value of hard work.
My mother is a homemaker, known for her delicious cooking and nurturing nature.
I have an elder sister who is pursuing her MBA and is passionate about marketing.
My younger brother is in high school and...
Bhadrakali Temple is a revered Hindu shrine dedicated to Goddess Bhadrakali, known for its rich history and spiritual significance.
Located in the town of Bhadrak, Odisha, India.
The temple is dedicated to Goddess Bhadrakali, a fierce form of Goddess Durga.
It is believed to be over 1,000 years old, showcasing ancient architecture.
The temple attracts thousands of devotees, especially during festivals like Durga Puja.
The i...
The term '1000 below time' refers to a specific time measurement or event that occurs at a temperature of 1000 degrees below a reference point.
The phrase could relate to extreme cold environments, like outer space.
In scientific contexts, it may refer to cryogenic temperatures used in experiments.
For example, liquid nitrogen is around -196 degrees Celsius, which is significantly below 1000 degrees.
In a metaphorical sens...
My MBA friend is a driven individual with a passion for business strategy and leadership, excelling in teamwork and innovation.
He completed his MBA from a prestigious university, focusing on marketing and finance.
He led a team project that increased a startup's revenue by 30% through innovative marketing strategies.
He is skilled in data analysis, using tools like Excel and Tableau to drive business decisions.
He activel...
My college friends were a diverse group, each contributing unique perspectives and experiences that enriched my academic journey.
We formed a study group that met every week, helping each other understand complex topics like taxation and auditing.
One of my friends organized a charity event, showcasing our teamwork and commitment to social responsibility.
We often participated in college fests, where we collaborated on pr...
Hyderabad, known as the City of Pearls, is a vibrant blend of history, culture, and modernity, famous for its cuisine and IT industry.
Historical Significance: Home to the iconic Charminar and Golconda Fort.
Culinary Delights: Renowned for its biryani and street food like pani puri.
IT Hub: Hosts major tech companies like Microsoft and Google.
Cultural Diversity: A melting pot of various cultures and languages.
Economy: Rap...
My best friend is someone who inspires me daily with their kindness, intelligence, and unwavering support in all my endeavors.
We met in college during our first year and instantly clicked over our shared love for finance.
They are incredibly hardworking, often staying up late to study for exams, which motivates me to push myself.
We enjoy discussing our career aspirations and often help each other prepare for interviews ...
I appeared for an interview in Feb 2025.
I'm interested fresher HR manager
I'm interested fresher HR manager best performance
I'm interested fresher HR manager best conference
I applied via Naukri.com and was interviewed in Dec 2024. There was 1 interview round.
The number of variances in SAP can vary depending on the specific processes and transactions being analyzed.
The number of variances in SAP can be influenced by factors such as data entry errors, system glitches, or discrepancies in invoice processing.
Variances in SAP may be identified through reconciliation processes, exception reports, or manual reviews of accounts payable transactions.
Examples of variances in SAP inc...
Accounts receivable and accounts payable are two important aspects of a company's financial operations.
Accounts receivable refers to money owed to a company by its customers for goods or services provided.
Accounts payable refers to money owed by a company to its suppliers or vendors for goods or services received.
Accounts receivable is an asset on the balance sheet, while accounts payable is a liability.
Managing accoun...
Cost element and cost center are key concepts in accounting for tracking and allocating costs within an organization.
Cost element refers to the specific types of costs incurred by an organization, such as materials, labor, or overhead.
Cost center is a specific department, team, or function within an organization that is responsible for incurring costs.
Cost elements are assigned to cost centers to track and allocate cos...
SAP supports over 160 currencies worldwide.
SAP supports over 160 currencies for global transactions.
Currencies can be configured in SAP using transaction code OB22.
Each currency is assigned a unique currency code (e.g. USD for US Dollar, EUR for Euro).
There are various types of projects, including internal projects, external projects, research projects, and development projects.
Internal projects focus on improving processes within the organization.
External projects involve working with external partners or clients.
Research projects aim to gather data and analyze findings.
Development projects focus on creating new products or services.
Examples: IT system implementati...
Aptitude test consists 2 section first section is of of Logical reasoning , Verbal reasoning and Analytical Reasoning
and next section is of technical mcqs MS office , cloud , networking and security , Pseudo code related mcqs
After that there were
Data Structures and Algorithms was the most difficult subject for me in my curriculum.
I struggled with understanding complex data structures like graphs and trees.
I overcame this by seeking help from professors, classmates, and online resources.
I practiced solving problems regularly on platforms like LeetCode and HackerRank.
I also joined study groups to discuss and work on challenging problems together.
Developed a web application for managing student records using HTML, CSS, JavaScript, and PHP
Used HTML for structuring the web pages
Utilized CSS for styling the pages and making them visually appealing
Implemented client-side functionality using JavaScript
Backend logic and database management done with PHP
Included features like student registration, course enrollment, and grade tracking
I appeared for an interview in Dec 2024.
-Basic Accounting questions like simple journals , Accounting principles and concepts.
-Basic Excel tasks like questions (commonly used simple formulas ,chart preparation, pivot tables
etc,)
-Email writing.
-Simple Aptitude and Logical Reasoning questions.
Prepare well and try to attend maximum questions with better accuracy. Overall aptitude test is simple.
I am a detail-oriented professional with experience in R2R processes and a strong focus on accuracy and efficiency.
Experienced in reconciling accounts and preparing financial statements
Proficient in using accounting software such as SAP and Oracle
Strong analytical skills and ability to identify and resolve discrepancies
Excellent communication skills and ability to work effectively in a team
Bachelor's degree in Accounti...
Accrual concept refers to recognizing revenues and expenses when they are incurred, regardless of when cash is exchanged.
Accrual concept is a fundamental accounting principle that states that revenues and expenses should be recognized when they are incurred, not when cash is exchanged.
This concept helps in providing a more accurate representation of a company's financial position and performance.
For example, if a compa...
Deferral accounting recognizes revenue or expenses when they are earned or incurred, while accrual accounting recognizes revenue or expenses when they are realized or incurred.
Deferral accounting involves postponing the recognition of revenue or expenses until a later period.
Accrual accounting involves recognizing revenue or expenses when they are incurred, regardless of when cash is exchanged.
Deferral accounting is co...
Accrual and deferral transactions involve recording revenues or expenses before or after they are actually earned or incurred.
Accrual transactions involve recording revenues or expenses before they are actually earned or incurred
Deferral transactions involve recording revenues or expenses after they are actually earned or incurred
Examples of accrual transactions include recognizing revenue for services provided but not...
Bank reconciliation is the process of comparing a company's records with those of the bank to ensure they match.
Gather bank statements and company records
Compare deposits, withdrawals, and fees on both sets of records
Identify and resolve any discrepancies
Adjust the company's records to match the bank's records
Prepare a bank reconciliation statement to document the process
Example: If the company recorded a deposit of $5...
Depreciation is the allocation of the cost of tangible assets over their useful life, while amortization is the allocation of the cost of intangible assets over their useful life.
Depreciation applies to tangible assets like buildings, machinery, and vehicles, while amortization applies to intangible assets like patents, copyrights, and trademarks.
Depreciation is usually calculated using methods like straight-line, doub...
Provisions are liabilities that are certain to occur, while contingencies are potential liabilities that may or may not occur.
Provisions are recognized when the amount is known with reasonable certainty, while contingencies are disclosed in the financial statements as a footnote.
Provisions are measured at the best estimate of the amount required to settle the obligation, while contingencies are disclosed if the outcome...
I am a detail-oriented Sourcing Analyst with a strong background in procurement and vendor management.
Over 5 years of experience in strategic sourcing and contract negotiation
Proficient in analyzing market trends and supplier performance
Skilled in cost reduction strategies and supplier relationship management
I have 5 years of experience as a Sourcing Analyst in the retail industry.
Managed vendor relationships and negotiated contracts
Analyzed market trends and pricing to make strategic sourcing decisions
Implemented cost-saving initiatives resulting in a 10% reduction in procurement costs
Collaborated with cross-functional teams to ensure supply chain efficiency
The P2P cycle refers to the process of procuring goods or services, receiving them, and paying for them.
The cycle starts with identifying the need for a product or service and creating a purchase requisition.
Next, the purchase requisition is approved and converted into a purchase order.
The supplier delivers the goods or services, which are then received and inspected by the buyer.
Once the goods/services are accepted, a...
I am a detail-oriented Sourcing Analyst with a strong background in procurement and supplier management.
Experienced in analyzing supplier performance and negotiating contracts
Skilled in identifying cost-saving opportunities and improving supply chain efficiency
Proficient in using sourcing tools and software such as SAP Ariba
Strong communication and interpersonal skills for building relationships with suppliers
I am looking for a competitive salary that reflects my skills and experience in sourcing and analysis.
Based on industry standards, I believe a salary range of $60,000 to $80,000 is appropriate for this role.
I have researched similar positions in the market and found that my skills in data analysis and supplier negotiation are highly valued.
I am open to discussing the full compensation package, including benefits and bo...
I appeared for an interview in Jan 2025.
I appeared for an interview in Feb 2025.
Some of the top questions asked at the Accenture interview -
The duration of Accenture interview process can vary, but typically it takes about less than 2 weeks to complete.
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