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Marsh McLennan
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Data analysis in Python involves importing data, cleaning and preprocessing, performing statistical analysis, and visualizing results.
Import data using libraries like pandas
Clean and preprocess data by handling missing values and outliers
Perform statistical analysis using libraries like numpy and scipy
Visualize results using libraries like matplotlib and seaborn
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I applied via Naukri.com and was interviewed in Aug 2024. There was 1 interview round.
The data analysis process for an employee salary table involves data cleaning, exploration, visualization, and modeling.
Start by cleaning the data to remove any duplicates, missing values, or outliers.
Explore the data by calculating basic statistics like mean, median, and standard deviation.
Visualize the data using histograms, box plots, or scatter plots to identify patterns or trends.
Perform statistical modeling to an...
I faced challenges in managing large datasets and ensuring data accuracy in my project.
Managing large volumes of data from multiple sources
Ensuring data accuracy and consistency
Dealing with missing or incomplete data
Handling data cleaning and preprocessing tasks
Addressing technical issues with data storage or processing tools
I was interviewed in Sep 2024.
Use PyArrow library to load data from HDFS in Python
Install PyArrow library using pip install pyarrow
Use pyarrow.hdfs.connect to connect to HDFS
Use pyarrow.parquet.read_table to read data from HDFS
Query to find the top three salaried employees of each department
Use a SQL query with a window function like ROW_NUMBER() to rank employees within each department based on salary
Partition the data by department and order by salary in descending order
Filter the results to only include rows where the row number is less than or equal to 3
I applied via campus placement at Indian Institute of Technology (IIT), Jodhpur and was interviewed in Jun 2024. There was 1 interview round.
A p-value is a measure used in statistical hypothesis testing to determine the strength of evidence against the null hypothesis.
A p-value is the probability of obtaining results as extreme as the observed results, assuming the null hypothesis is true.
A p-value is compared to a significance level (usually 0.05) to determine if the null hypothesis should be rejected.
A p-value less than the significance level indicates st
The output of a**2 is the square of the value of a.
The output is the value of a multiplied by itself
For example, if a = 3, then the output would be 9 (3*3)
append() adds elements to a single DataFrame, while concat() combines multiple DataFrames.
append() is a method used to add rows to a DataFrame.
concat() is a function used to combine multiple DataFrames along a particular axis.
append() modifies the original DataFrame, while concat() returns a new DataFrame.
Example: df1.append(df2) vs pd.concat([df1, df2])
I applied via Referral and was interviewed in Oct 2024. There was 1 interview round.
Basic aptitude test like distance problem , age etc
posted on 11 Oct 2024
Data warehousing is the process of collecting, storing, and managing data from various sources for analysis and reporting.
Data warehousing involves extracting data from multiple sources and consolidating it into a central repository.
It is used for analytical reporting, business intelligence, and decision-making purposes.
Data warehouses are designed for query and analysis rather than transaction processing.
Examples of d...
Polymorphism is the ability of a function or method to behave differently based on the object it is acting upon.
Polymorphism allows objects of different classes to be treated as objects of a common superclass.
It enables a single interface to be used for different data types or classes.
Examples include method overloading and method overriding in object-oriented programming.
posted on 27 May 2024
I applied via campus placement at Institute of Management Nirma University, Ahmedabad and was interviewed in Nov 2023. There were 2 interview rounds.
40 questions are there. The que have different categories. Reasoning , critical thinking
I applied via Naukri.com and was interviewed in Apr 2024. There were 2 interview rounds.
Detailed interview on SQL, Tableau & Alteryx
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