Aspire Systems Senior Analyst Interview Questions and Answers

Q1. What is your education background?
Ans. 
I have a Bachelor's degree in Economics and a Master's degree in Finance.
• Bachelor's degree in Economics

• Master's degree in Finance
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Q2. What kind of experience do you have in TMT domain?
Ans. 
I have over 5 years of experience in the TMT (Technology, Media, and Telecommunications) domain, including market research, financial analysis, and strategic planning.
• Conducted market research on emerging technologies and trends in the TMT sector

• Performed financial analysis for technology companies, evaluating their performance and growth potential

• Developed strategic plans for telecommunications companies to expand the...read more
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Q1. What is the step for Report Writing and Company Profiling?
Ans. 
The steps for report writing and company profiling involve research, data collection, analysis, and presentation.
• Research the company's background, industry, competitors, financials, and market trends.

• Collect relevant data from various sources such as financial reports, news articles, and industry reports.

• Analyze the data to identify key insights, trends, and opportunities.

• Create a structured report outlining the compa...read more
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Q2. What are the sources to be referred while preparing a report?
Ans. 
Sources for preparing a report include primary research, secondary research, data analysis, expert opinions, and industry reports.
• Primary research such as surveys, interviews, and observations

• Secondary research from academic journals, books, and online databases

• Data analysis using statistical tools and software

• Expert opinions from industry professionals or consultants

• Industry reports from market research firms or gover
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Q3. Questions mainly from resume
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Strategies to Implement Cybersecurity

Q1. What will be the future plan of yours in terms of bringing more business?
Ans. 
My future plan to bring more business involves expanding our client base through targeted marketing strategies and building strong relationships with existing clients.
• Implementing targeted marketing campaigns to reach potential clients in our industry

• Leveraging data analytics to identify new business opportunities and trends

• Enhancing customer retention strategies to strengthen relationships with existing clients

• Explori...read more
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Q2. Lot of situation based questions, like how will you handle the query if client comes back with some issues in your report?
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1. Coding Test Conducted on Hackereath.
There were 10 MCQ each carrying 10 marks.
2 programming questions (40pts, 60pts)
Question were based on DP and Segment Tree.

Q1. Q1. Implement python Collection Counter from Scratch.
Ans. 
Implementing Python Collection Counter from Scratch
• Create an empty dictionary to store the elements and their count

• Iterate through the input list and add elements to the dictionary with their count

• Return the dictionary

• Example: input_list = ['apple', 'banana', 'apple', 'orange', 'banana']

• Output: {'apple': 2, 'banana': 2, 'orange': 1}
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Q2. Q2. Do Matrix Multiplication. Q3. Implement Factorial and Fibonacci Series with different Approaches.
Ans. 
Matrix multiplication, factorial and Fibonacci series implementation
• Matrix multiplication involves multiplying two matrices to get a third matrix

• Factorial is the product of all positive integers up to a given number

• Fibonacci series is a sequence of numbers where each number is the sum of the two preceding ones

• Factorial can be implemented using recursion or iteration

• Fibonacci series can be implemented using recursion or
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Q3. Q4. What is the probability of getting 5 Sundays in 31 day month.
Ans. 
The probability of getting 5 Sundays in a 31 day month is less than 1%.
• There are 7 days in a week, so the probability of any given day being a Sunday is 1/7.

• In a 31 day month, there are 4 full weeks and 3 extra days.

• The probability of the first 4 weeks having 4 Sundays is (1/7)^4.

• The probability of the remaining 3 days being Sundays is (3/7).

• Multiplying these probabilities gives a total probability of less than 1%.
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Q4. Q5. There were 100 coins. 99 Unbiased Coins, 1. Coin is biased. Derive the probability of getting 10 heads given the even of unbiased coins using Bayes Theorem.
Ans. 
Using Bayes Theorem, find the probability of getting 10 heads given 99 unbiased coins and 1 biased coin.
• Identify the prior probability of getting 10 heads with unbiased coins

• Calculate the likelihood of getting 10 heads with the biased coin

• Use Bayes Theorem to calculate the posterior probability of getting 10 heads given the mix of coins

• Consider the impact of the biased coin on the overall probability
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Q1. Q1. Implement a Program to check if a number is power of 3 .
Ans. 
Program to check if a number is power of 3
• Use logarithm to check if the result is an integer

• Check if the number is greater than 0

• Check if the remainder is 0 when the number is divided by 3 repeatedly
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Q2. Q2. What will be the approach If all the features are categorical in Linear Regression. Q3. What is Dummy variable trap? If we don't remove dummy variable what will be the issue and does it impact performa...read more
Ans. 
Categorical features in Linear Regression require encoding using dummy variables. Removing one dummy variable avoids the dummy variable trap.
• Categorical features need to be encoded using dummy variables to be used in Linear Regression

• Dummy variable trap occurs when one dummy variable can be predicted from the others

• Removing one dummy variable avoids the issue of multicollinearity and improves model performance

• Example: ...read more
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Q3. Q4. You are standing in a field. Chances of seeing atleast 1 plane in 10 minutes is 15%. What is the probability of seeing atleast 1 plane in next 30 minutes?
Ans. 
Probability of seeing a plane in 30 minutes given 15% chance in 10 minutes.
• Calculate the probability of not seeing a plane in 10 minutes

• Use the formula P(X>=1) = 1 - P(X=0)

• Calculate the probability of not seeing a plane in 30 minutes using the above probability

• Calculate the probability of seeing atleast 1 plane in 30 minutes using the formula P(X>=1) = 1 - P(X=0)
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Q4. Q5. If we select a random point in a circle of 1 unit radius what is the probability of appearing that point closer to the circumference , not closer to the centre.
Ans. 
Probability of a random point in a circle of 1 unit radius being closer to the circumference than the center.
• The probability is 1/4 or approximately 0.785.

• This is because the area of the circle closer to the circumference is 1/4th of the total area.

• This can be calculated using the formula for the area of a circle: A = πr^2.
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