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I applied via Approached by Company and was interviewed before Apr 2023. There was 1 interview round.
posted on 20 Dec 2024
There are coding questions , and we need to write the logic for them.
I appeared for an interview in Mar 2025, where I was asked the following questions.
NVMe command lifecycle involves command submission, execution, and completion, optimizing data transfer between host and storage devices.
Command Submission: The host sends NVMe commands to the storage device via the NVMe interface, specifying operations like read or write.
Queue Management: NVMe uses multiple queues for command submission, allowing parallel processing and reducing latency, enhancing performance.
Executio...
I applied via Campus Placement and was interviewed in Mar 2024. There was 1 interview round.
Hyperparameter tuning is the process of selecting the best set of hyperparameters for a machine learning model.
Hyperparameters are parameters that are set before the learning process begins.
Hyperparameter tuning involves adjusting hyperparameters to optimize the model's performance.
Common techniques for hyperparameter tuning include grid search, random search, and Bayesian optimization.
Neural networks are trained using algorithms that adjust the weights and biases of the network based on the input data and desired output.
Neural networks are trained using a process called backpropagation, where the error between the predicted output and the actual output is used to adjust the weights and biases of the network.
Training data is fed into the neural network, and the network's output is compared to the des...
Overfitting occurs when a machine learning model learns the training data too well, including noise and outliers, leading to poor generalization on new data.
Overfitting happens when a model is too complex and captures noise in the training data.
It can be identified when a model performs well on training data but poorly on unseen data.
Techniques to prevent overfitting include cross-validation, regularization, and early ...
I applied via LinkedIn and was interviewed in Nov 2024. There were 2 interview rounds.
Aptitude was quite easy with simple python questions
Asked basic questions on numpy and pandas
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