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Question was awsome.just some tough questions to tackle
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Forecasting problem - Predict daily sku level sales
Bias is error due to overly simplistic assumptions, variance is error due to overly complex models.
Bias is the error introduced by approximating a real-world problem, leading to underfitting.
Variance is the error introduced by modeling the noise in the training data, leading to overfitting.
High bias can cause a model to miss relevant relationships between features and target variable.
High variance can cause a model to ...
Parametric models make strong assumptions about the form of the underlying data distribution, while non-parametric models do not.
Parametric models have a fixed number of parameters, while non-parametric models have a flexible number of parameters.
Parametric models are simpler and easier to interpret, while non-parametric models are more flexible and can capture complex patterns in data.
Examples of parametric models inc...
I applied via Naukri.com and was interviewed in Dec 2024. There were 2 interview rounds.
The advantages and disadvantages of AI.
I applied via LinkedIn and was interviewed in Apr 2024. There were 3 interview rounds.
Aptitude test, basic maths and LR
SQL and Visualisation related
Easy and moderate level question
Given a relevant topic and discussion on it
I applied via Walk-in and was interviewed in Aug 2022. There were 2 interview rounds.
I was interviewed before May 2022.
Pivot table is a data summarization tool in Excel.
Pivot table allows users to summarize and analyze large datasets.
It can be used to group data by categories, calculate totals, and create custom calculations.
Users can easily change the layout of the table to view data in different ways.
Pivot table is a powerful tool for data analysis and reporting.
Example: A sales manager can use pivot table to analyze sales data by re
To count data in Excel, use the COUNT function or select the data and look at the status bar.
Use the COUNT function to count the number of cells that contain numbers or dates
Use the COUNTA function to count the number of cells that are not empty
Select the data and look at the status bar to see the count of selected cells
Use the COUNTIF function to count cells that meet a specific criteria
posted on 4 Oct 2023
I applied via Referral and was interviewed before Oct 2022. There were 3 interview rounds.
Reasoning and aptitude questions were asked
based on 1 interview
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