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I applied via Referral and was interviewed before Jun 2023. There was 1 interview round.
Various model evaluation methods are used to check the performance of a data science model.
Cross-validation: splitting data into multiple subsets for training and testing
Confusion matrix: evaluating classification models based on true positives, true negatives, false positives, and false negatives
ROC curve: plotting the true positive rate against the false positive rate
Precision, recall, and F1 score: metrics for evalu...
I have worked on projects involving machine learning algorithms for predictive analytics and natural language processing.
Developed a predictive model using random forest algorithm to forecast customer churn in a telecom company.
Implemented sentiment analysis using natural language processing techniques to analyze customer reviews for a retail company.
Utilized deep learning techniques such as LSTM for time series foreca
I applied via Campus Placement and was interviewed before Apr 2020. There were 4 interview rounds.
Top trending discussions
I applied via Approached by Company and was interviewed before Apr 2023. There were 2 interview rounds.
I applied via Referral and was interviewed before Sep 2022. There were 2 interview rounds.
I applied via Campus Placement and was interviewed in Jul 2024. There was 1 interview round.
Design an algorithm to buy and sell stocks to maximize profit
Use a greedy approach to find the maximum profit by buying at the lowest price and selling at the highest price
Keep track of the minimum price seen so far and update the maximum profit if a higher price is found
Return the maximum profit that can be achieved
They ask about general mathematics and logical reasoning question
I applied via Apna Jobs and was interviewed in Jul 2023. There were 2 interview rounds.
In 5 years, I see myself as a senior software engineer leading a team of developers on innovative projects.
Leading a team of developers on innovative projects
Continuing to enhance my technical skills and knowledge
Contributing to the growth and success of the company
Possibly pursuing further education or certifications in a specialized area
I applied via Approached by Company and was interviewed before Dec 2023. There was 1 interview round.
Techstack knowledge of Scala, Kafka etc
based on 3 interviews
Interview experience
Software Developer
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Assistant Manager
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Manager
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Senior Software Developer
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Associate Software Developer
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