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I applied via Approached by Company and was interviewed before Jul 2021. There were 6 interview rounds.
Assignment included a dataset which had to be cleaned, feature engineered and then a ML based solution had to be submitted in Jupyter notebook.
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Python programming,SQL question
DSA question, probability, statistical test
I applied via LinkedIn and was interviewed in May 2021. There were 4 interview rounds.
Approach involves data preprocessing, model training, evaluation, and interpretation.
Perform data preprocessing such as handling missing values, encoding categorical variables, and scaling features.
Split the data into training and testing sets.
Train the logistic regression model on the training data.
Evaluate the model using metrics like accuracy, precision, recall, and F1 score.
Interpret the model coefficients to under...
I would seek opportunities to apply my skills in related fields within the company.
Explore other departments or teams within the company that may have projects related to my field of interest
Offer to collaborate with colleagues in different departments to bring a new perspective to their projects
Seek out professional development opportunities to expand my skills and knowledge in related areas
I applied via Approached by Company and was interviewed in Aug 2024. There was 1 interview round.
Designing a recommendation system involves creating algorithms to suggest items to users based on their preferences and behavior.
Collect user data such as past purchases, ratings, and browsing history
Use collaborative filtering or content-based filtering techniques to make recommendations
Implement machine learning models like matrix factorization or neural networks for personalized recommendations
Evaluate the system's ...
I applied via Company Website and was interviewed in Dec 2024. There was 1 interview round.
Easy topics arrays, sequence sum.
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