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A confusion matrix is a table that is often used to describe the performance of a classification model.
It is a matrix with rows representing the actual class and columns representing the predicted class.
It helps in evaluating the performance of a classification model by showing the number of correct and incorrect predictions.
It consists of four quadrants: True Positive, False Positive, True Negative, and False Negative...
Principal component analysis is a statistical technique used to reduce the dimensionality of data while preserving important information.
PCA is used to identify patterns in data and express it in a more easily understandable form.
It works by finding the directions (principal components) along which the variance of the data is maximized.
These principal components are orthogonal to each other, meaning they are uncorrelat...
Inventory policy is a set of guidelines for managing inventory levels, while inventory control method is the process of implementing those guidelines.
Inventory policy determines when to order new inventory and how much to order
Inventory control method involves tracking inventory levels, forecasting demand, and optimizing order quantities
Examples of inventory policies include Just-in-Time (JIT) and Economic Order Quanti...
Reverse logistics is the process of moving goods from their final destination back to the manufacturer or point of origin for resale, recycling, or disposal.
Involves returning products from customers to the manufacturer or retailer
Includes activities such as returns, refurbishment, recycling, or disposal
Helps in reducing waste and maximizing value from returned products
Examples: returning a defective product to the man...
The Aptitude test was tough!
I appeared for an interview before Apr 2024, where I was asked the following questions.
To fetch the 3rd highest salary, SQL queries can utilize ranking functions or subqueries for effective retrieval.
Using Subquery: A common method is to use a subquery to select distinct salaries and then limit the results. Example: SELECT DISTINCT salary FROM employees ORDER BY salary DESC LIMIT 1 OFFSET 2;
Using DENSE_RANK: SQL's DENSE_RANK function can rank salaries and allow for easy retrieval of the 3rd highest. Exam...
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I applied via Naukri.com and was interviewed before Mar 2022. There were 4 interview rounds.
Generic analytical problem and case study on a problem statement given
Use cases study , they review on design approach , and business skills
I applied via Company Website and was interviewed before Oct 2023. There was 1 interview round.
How do you maintain the admin configuration in Microsoft Dynamic CRM?
I appeared for an interview in Dec 2024.
I have over 5 years of experience as a Business Analyst in the finance industry.
Led cross-functional teams to analyze market trends and develop strategic plans
Performed data analysis to identify opportunities for cost reduction and revenue growth
Collaborated with stakeholders to gather requirements and create detailed business requirements documents
Business Analyst responsibilities include analyzing data, identifying trends, and making recommendations to improve business processes.
Gather and analyze data to identify trends and make recommendations
Work closely with stakeholders to understand business needs and requirements
Create reports and presentations to communicate findings and recommendations
Collaborate with cross-functional teams to implement solutions
Monito...
I applied via Referral and was interviewed before Dec 2020. There were 3 interview rounds.
I applied via Campus Placement and was interviewed in Jul 2024. There were 2 interview rounds.
Few standard dsa questions were asked.
Projects are specific tasks or assignments that require a set of skills and resources to achieve a particular goal or outcome.
Projects involve defining objectives and deliverables
They require planning, execution, and monitoring
Projects often have timelines and budgets
Examples: Data analysis project to identify customer trends, Project to implement a new software system
I am a data analyst with a strong background in statistics and data visualization.
I have a Bachelor's degree in Statistics from XYZ University.
I have 3 years of experience working as a data analyst at ABC Company.
Proficient in using tools like Excel, SQL, and Tableau for data analysis.
I have experience in creating reports and dashboards to present data insights to stakeholders.
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