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I accept errors that are within an acceptable margin of error and do not significantly impact the overall analysis.
Acceptable margin of error depends on the specific analysis and its purpose
Errors that significantly impact the analysis should be addressed and corrected
Human error should be minimized through careful data collection and analysis
Errors should be documented and reported to ensure transparency and reproduci
Supervised learning uses labeled data to train models, while unsupervised learning uses unlabeled data to find patterns.
Supervised learning requires a target variable to be predicted, while unsupervised learning does not.
Supervised learning algorithms include regression, classification, and decision trees, while unsupervised learning algorithms include clustering and association.
Supervised learning is used for predicti...
I applied via Campus Placement and was interviewed before Sep 2020. There were 3 interview rounds.
I applied via Job Portal and was interviewed in Jan 2021. There were 3 interview rounds.
I applied via Company Website and was interviewed before Jan 2020. There was 1 interview round.
I applied via Referral and was interviewed in Mar 2021. There were 4 interview rounds.
Data science is the field of extracting insights and knowledge from data using various techniques and tools.
Data science involves collecting, cleaning, and analyzing data to extract insights.
It uses various techniques such as machine learning, statistical modeling, and data visualization.
Data science is used in various fields such as finance, healthcare, and marketing.
Examples of data science applications include fraud...
Python and R are programming languages commonly used in data science and statistical analysis.
Python is a general-purpose language with a large community and many libraries for data manipulation and machine learning.
R is a language specifically designed for statistical computing and graphics, with a wide range of packages for data analysis and visualization.
Both languages are popular choices for data scientists and hav...
I applied via Naukri.com and was interviewed before Apr 2022. There were 3 interview rounds.
DS related Case study and discussion
Python code example test where they will ask basic python or sql questions.
I applied via Company Website and was interviewed in Apr 2024. There was 1 interview round.
Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables.
Linear regression is used to predict the value of a dependent variable based on the value of one or more independent variables.
It assumes a linear relationship between the independent and dependent variables.
The goal of linear regression is to find the best-fitting line that minimi...
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