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Probability is a measure of the likelihood of an event occurring.
Probability ranges from 0 (impossible) to 1 (certain)
It can be calculated by dividing the number of favorable outcomes by the total number of outcomes
Used in various fields like statistics, gambling, and risk assessment
Classification is for predicting discrete labels, while regression is for predicting continuous values.
Classification predicts categories or labels, such as spam or not spam.
Regression predicts continuous values, such as house prices or temperature.
Classification uses algorithms like logistic regression, decision trees, and support vector machines.
Regression uses algorithms like linear regression, polynomial regression
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I was interviewed in Jul 2024.
Tell me about a time you had a disagreement with a coworker
I applied via Referral and was interviewed before May 2023. There were 2 interview rounds.
Very easy one which is based on Stream API
Question based on case study
posted on 7 Jan 2015
Developed a web-based project management tool for a software development company.
Used Agile methodology for development
Implemented user authentication and authorization using JWT
Integrated with GitHub for version control
Used React for front-end and Node.js for back-end
Implemented real-time chat feature using Socket.io
posted on 4 Feb 2017
I was interviewed before Feb 2016.
The Indian deodorant market is a growing industry with a large consumer base and increasing demand for premium and natural products.
The deodorant market in India has been experiencing steady growth over the years.
The market is driven by factors such as increasing disposable income, urbanization, and changing lifestyles.
There is a growing awareness among consumers about personal hygiene and grooming, leading to higher d...
Approximately 50,000 tractors are sold in Haryana every year.
Consider the population of Haryana and the number of farmers in the state.
Look at the agricultural output of Haryana and the demand for tractors in the region.
Take into account the number of tractor dealerships in Haryana and their sales figures.
Research the sales figures of major tractor manufacturers in Haryana.
Assume a growth rate based on the previous yea...
I was interviewed in Sep 2016.
based on 1 interview
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Data Scientist
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Data Engineer
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