Purely coding interview to develop algorithm.
Machine Learning Consultant Interview Questions
8,188 machine learning consultant interview questions shared by candidates
Explain the bias-variance tradeoff in machine learning.
How to detect power plant on/off via satellite images.
CNN Neural Network, got sent some images to classify
they tested on machine learning techniques such dimension reduction using PCA
This was followed by a timed 3 hour coding assignment which will be sent 10 min before. So the context is unknown up till that point. Q 1-3 : typical leet code style questions to be done on hacker rank Q-4 : using a pretrained model write functions to predict labels and their probabilities. Through transfer learning change the VGG architecture for a 10 class classification problem. write code for other metrics used for evaluation. Q5: Develop a machine learning algorithm which should include data processing, covariance matrix, specifying training testing sets, evaluation and visualizing metrics Q6) using some python library to do data analysis which was specific to their routine work I guess. I would leave it up to the readers to decide if all this is possible within 3 hours or not.
Do you have any ideas for a solution to this given problem?
Regularization methods of Deep Learning Models
I was asked to do a sample project
Go through projects and coding task.
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