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Statistical analysis is the process of collecting, analyzing, and interpreting data to make informed decisions.
It involves identifying patterns and relationships in data
It helps in making predictions and drawing conclusions
It uses various statistical methods and tools such as regression analysis, hypothesis testing, and data visualization
It is used in various fields such as business, healthcare, and social sciences
Exam...
Waiting is an integral part of statistical analysis process.
Waiting is required for data collection and cleaning.
Waiting is also required for running statistical models and simulations.
Waiting can be reduced by using efficient algorithms and computing resources.
Waiting can also be reduced by using parallel processing and distributed computing.
Overall, waiting is a necessary aspect of statistical analysis that can be mi
Join in SQL is used to combine rows from two or more tables based on a related column between them.
Join is used to retrieve data from multiple tables based on a related column
Types of joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN
Example: SELECT * FROM table1 INNER JOIN table2 ON table1.column = table2.column
Primary key is a unique identifier for each record in a database table.
Primary key ensures each record in a table is uniquely identified
It must contain unique values and cannot have NULL values
Primary key can be a single column or a combination of columns
Example: 'ID' column in a 'Users' table can be a primary key
1 hour baisc on general aptitude
I applied via Naukri.com and was interviewed in Oct 2024. There were 2 interview rounds.
It was simple but lengthy
I am a data analyst with a strong background in statistics and data visualization.
Graduated with a degree in Statistics
Proficient in programming languages like Python and R
Experience in analyzing large datasets and creating data visualizations
Strong problem-solving skills
An inactive relationship in Power BI is a relationship that is not being used in any visualizations or calculations.
Inactive relationships can occur when a relationship is created but not utilized in any measures or visuals.
These relationships do not impact the data model or query performance, but can clutter the model view.
To remove an inactive relationship, you can delete it from the relationship view in Power BI.
Ina...
Import vs Direct Query vs Live connection
Import: Data is imported into the tool for analysis, suitable for small datasets or when real-time data is not required
Direct Query: Data is queried directly from the source in real-time, suitable for large datasets or when up-to-date data is needed
Live connection: Data is connected live to the source, allowing for real-time updates and analysis without storing data locally
SQL rank order function explanation
Rank order function in SQL assigns a rank to each row based on a specified column
It can be used to determine the top or bottom N records in a dataset
Example: SELECT column1, column2, RANK() OVER (ORDER BY column3 DESC) AS rank_order FROM table_name
Merging two tables involves combining data from both tables based on a common key.
Identify a common key between the two tables
Use SQL JOIN statements to merge the tables
Choose the appropriate type of join (e.g. inner join, outer join)
Consider the size of the tables and the performance implications of the merge
I applied via Campus Placement
Detailed case with four questions, required intensive number crunching and data analysis.
Suggestions: Stick to your basic understanding of the problem statement and state all your assumptions clearly.
A real business case was presented in a group of 5-7 people. Each one of us was given a specific role and we were told to discuss the case as a group and come up with a detailed solution.
A brief description of your answers/approach: We discussed the problem in hand from different angles - considering each function in detail. In the end of the discussion, we presented the business model of our idea to the Apple representatives in the form of a presentation.
I applied via Job Fair and was interviewed in Feb 2023. There were 3 interview rounds.
Retail operations on if to put a apple store in best buy. Need to deicide if feasible or not. That is really the extent, and you must formulate something very thoughtful. I don't know what else you would really like to know, it was super duper insane. I really went so hard at grinding on the interviewer she practically pulled her pants down and ate me out. It was a brutal one until I got to smash, which was great. Then we went back to my place and did the deed about 100 more times precisely. It was one of the wildest experiences I will ever have in my life. detail oriented, one on one interview.
I applied via Referral and was interviewed in May 2024. There were 2 interview rounds.
There were three python based interview questions
There were three Aptitude based interview questions
based on 1 interview
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