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I applied via Campus Placement and was interviewed in Mar 2024. There were 2 interview rounds.
I am passionate about applying my engineering skills to solve real-world problems and contribute to innovative projects.
Passionate about engineering and problem-solving
Excited about contributing to innovative projects
Seeking opportunities for professional growth and development
My future plans include gaining experience in the engineering field, pursuing further education, and eventually taking on leadership roles.
Gain experience in the engineering field through internships and entry-level positions
Pursue further education such as a master's degree or specialized certifications
Work towards taking on leadership roles within a company or starting my own engineering firm
Bias is error due to overly simplistic assumptions in the learning algorithm, while variance is error due to too much complexity.
Bias is error from erroneous assumptions in the learning algorithm, leading to underfitting.
Variance is error from too much complexity in the learning algorithm, leading to overfitting.
Bias and variance are inversely related - increasing one decreases the other.
Balancing bias and variance is ...
Yes, I have trained a convolutional neural network from scratch to classify images of different dog breeds.
Researched and collected a dataset of images of various dog breeds
Preprocessed the images by resizing and normalizing them
Designed a convolutional neural network architecture using TensorFlow
Trained the model using the dataset and adjusted hyperparameters for better performance
Evaluated the model's performance usi...
Loss functions are used in machine learning to measure the inconsistency between predicted and actual values.
Mean Squared Error (MSE) - measures the average squared difference between predicted and actual values
Mean Absolute Error (MAE) - measures the average absolute difference between predicted and actual values
Binary Cross Entropy - used for binary classification tasks
Categorical Cross Entropy - used for multi-class...
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I applied via Naukri.com and was interviewed in Aug 2020. There were 3 interview rounds.
I applied via Recruitment Consultant and was interviewed in Nov 2020. There were 3 interview rounds.
I applied via Campus Placement and was interviewed before Feb 2020. There were 6 interview rounds.
I applied via Referral and was interviewed before Jan 2021. There were 5 interview rounds.
I applied via Approached by Company and was interviewed before Oct 2021. There were 2 interview rounds.
I have X years of domain experience.
I have worked in this domain for X years.
During my time in this domain, I have gained expertise in various areas such as...
I have worked on projects related to...
I have experience working with clients in this domain.
I keep myself updated with the latest trends and developments in this domain.
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