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An End to End Project involves working on a project from start to finish, including data collection, analysis, modeling, and deployment.
Identify the problem statement and gather relevant data
Clean and preprocess the data to make it suitable for analysis
Perform exploratory data analysis to gain insights
Build predictive models using machine learning algorithms
Evaluate the models using appropriate metrics
Deploy the model ...
I applied via Referral and was interviewed before Apr 2020. There were 4 interview rounds.
ML is a subset of AI that involves training models on data, while DL is a subset of ML that uses neural networks to learn from data.
ML involves using algorithms to learn patterns from data
DL is a type of ML that uses neural networks to learn from data
DL requires large amounts of data and computing power
DL is used for complex tasks such as image and speech recognition
ML is used for a wide range of applications such as f...
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Understanding outliers, missing values, overfitting, and underfitting in data science.
Outliers are data points that significantly differ from other data points in a dataset.
Missing values are data points that are not present in a dataset.
Overfitting occurs when a model learns noise in the training data rather than the underlying pattern.
Underfitting occurs when a model is too simple to capture the underlying pattern in...
I appeared for an interview in Feb 2025, where I was asked the following questions.
Advanced Excel functions enhance data analysis through powerful tools like VLOOKUP, INDEX, MATCH, and pivot tables.
VLOOKUP: Searches for a value in the first column of a range and returns a value in the same row from a specified column. Example: =VLOOKUP(A2, B2:D10, 3, FALSE)
INDEX & MATCH: A powerful combination for flexible lookups. Example: =INDEX(B2:B10, MATCH(A2, A2:A10, 0))
Pivot Tables: Summarize large dataset...
posted on 17 Apr 2025
I appeared for an interview before Apr 2024, where I was asked the following questions.
posted on 25 Oct 2024
posted on 15 Feb 2025
I appeared for an interview in Jan 2025.
Aptitude test aptitude test
posted on 20 Mar 2025
I appeared for an interview in Feb 2025, where I was asked the following questions.
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