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K-means is a popular clustering algorithm used to partition data points into K clusters based on similarity.
K-means aims to minimize the sum of squared distances between data points and their respective cluster centroids.
It requires the number of clusters (K) to be specified in advance.
The algorithm iteratively assigns data points to the nearest cluster centroid and updates the centroids until convergence.
K-means is se...
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English, quant, logical reasoning
I applied via Naukri.com and was interviewed in Mar 2024. There were 2 interview rounds.
Top 7 th employee salary
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I applied via Approached by Company and was interviewed in Jan 2024. There were 2 interview rounds.
Sql questions based on aggregate and window
I applied via Campus Placement and was interviewed before Jul 2021. There were 2 interview rounds.
Easy level. Basic of Quant, LR and English. Few basic finance question.
I am a data analyst with experience in analyzing and interpreting complex data sets.
I have a degree in statistics and have worked with various statistical software such as R and SAS.
I have experience in data cleaning, data visualization, and creating reports for stakeholders.
I am skilled in SQL and have worked with large databases.
I am a problem solver and enjoy finding insights from data to drive business decisions.
Developed a data-driven marketing strategy and won a national competition
Developed a comprehensive marketing strategy using data analysis
Implemented the strategy resulting in a 20% increase in sales
Entered a national competition and won first place
Received recognition from industry experts for the innovative approach
I am interested in Invesco because of its reputation and growth opportunities. Yes, I am willing to relocate to Hyderabad.
Invesco is a well-known and respected company in the financial industry
I am impressed with the company's commitment to innovation and technology
Hyderabad is a thriving city with a growing economy and many opportunities for personal and professional growth
I am excited about the prospect of working wi...
I applied via Recruitment Consultant and was interviewed in Jul 2021. There was 1 interview round.
Data manipulation using pandas and SQL
Pandas is a Python library used for data manipulation and analysis
SQL is a language used for managing relational databases
Pandas can read data from SQL databases using the read_sql() function
Data can be filtered, sorted, grouped, and aggregated using pandas functions
SQL queries can be executed using pandas' read_sql_query() function
I applied via Job Portal
Basic questions on basic knowledge
Receivable turnover is a financial ratio that measures a company's efficiency in collecting its accounts receivable.
Receivable turnover = Net Credit Sales / Average Accounts Receivable
Net Credit Sales is the total sales made on credit minus any returns or allowances
Average Accounts Receivable is the average of the beginning and ending accounts receivable balances
A higher receivable turnover indicates that a company is ...
Liquidity ratio measures a company's ability to pay off its short-term debts using its liquid assets.
Liquidity ratio is calculated by dividing a company's liquid assets by its short-term liabilities.
The formula for liquidity ratio is: Liquidity Ratio = (Liquid Assets / Short-term Liabilities)
Liquid assets include cash, marketable securities, and accounts receivable.
Short-term liabilities include accounts payable, short...
I applied via campus placement at Kumaraguru College of Technology, Coimbatore and was interviewed in Feb 2024. There were 2 interview rounds.
30 questions: aptitude ,output questions, 3 coding questions
Mostly to connect front end and backend
Financial statement, equity capital structure, EPS, WASO
EPS stands for Earnings Per Share, WASO stands for Weighted Average Shares Outstanding, and market cap is the total value of a company's outstanding shares.
EPS is a financial metric that represents the portion of a company's profit allocated to each outstanding share of common stock.
WASO is the number of shares a company has issued and is used to calculate EPS.
Market cap is calculated by multiplying a company's current...
A bond is a fixed income investment where an investor loans money to an entity which borrows the funds for a defined period of time at a variable or fixed interest rate.
Bonds are issued by governments, municipalities, corporations, and other entities to raise capital.
Investors purchase bonds as a way to earn interest income while preserving capital.
The importance of bonds lies in their role as a source of funding for o...
Goodwill is an intangible asset that represents the excess of the purchase price over the fair market value of a company's net assets.
Goodwill is reported on the balance sheet as a non-current asset.
It is not amortized but tested for impairment annually.
Goodwill can arise from acquisitions of other companies or from internal business development.
If the fair market value of the acquired company's net assets is higher th...
I applied via LinkedIn and was interviewed in Aug 2023. There were 2 interview rounds.
Simple and basic coding knowledge is enough to clear this round
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