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I applied via LinkedIn and was interviewed in Jun 2024. There was 1 interview round.
Overfitting and underfitting are common problems in machine learning where the model either learns the noise in the training data or fails to capture the underlying patterns.
Overfitting occurs when a model learns the training data too well, including the noise and outliers, leading to poor generalization on new data.
Underfitting happens when a model is too simple to capture the underlying patterns in the data, resultin...
Adam optimizer is an extension to the Gradient Descent optimizer with adaptive learning rates and momentum.
Adam optimizer combines the benefits of both AdaGrad and RMSProp optimizers.
Adam optimizer uses adaptive learning rates for each parameter.
Gradient Descent optimizer has a fixed learning rate for all parameters.
Adam optimizer includes momentum to speed up convergence.
Gradient Descent optimizer updates parameters b...
Use ReLU for hidden layers in deep neural networks, avoid for output layers.
ReLU is commonly used in hidden layers to introduce non-linearity and speed up convergence.
Avoid using ReLU in output layers for regression tasks as it can lead to vanishing gradients.
Consider using Leaky ReLU or Sigmoid for output layers depending on the task.
ReLU is computationally efficient and helps in preventing the vanishing gradient prob...
I applied via Company Website and was interviewed in Dec 2023. There were 3 interview rounds.
Standard question from sql and python in hackerrank
Reverse a linked list by changing the direction of pointers
Start with three pointers: current, previous, and next
Iterate through the linked list, updating pointers to reverse the direction
Return the new head of the reversed linked list
I applied via Naukri.com and was interviewed in Dec 2024. There were 2 interview rounds.
posted on 31 Oct 2023
I applied via Campus Placement and was interviewed in May 2023. There were 3 interview rounds.
Long Coding Test
Questions related to SQL, Cloud Computing(Azure), DSA, Data Science, Advance Stats, Python were asked
I applied via Company Website and was interviewed in Aug 2023. There was 1 interview round.
I applied via Company Website and was interviewed before May 2023. There were 2 interview rounds.
Test is conducted on their internal platform which consist of aptitude and coding questions
Normal mental ability question
I applied via Company Website and was interviewed in May 2021. There was 1 interview round.
based on 1 interview
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