CNN Neural Network, got sent some images to classify
Machining Interview Questions
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Questions about blueprints, gd&t, work history, machine knowledge
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.
When did you last work
How can I help with the problem
how are you with machines
They asked about my work history and what kind of skills I'd picked up along the way.
For yankee fans? Who is your favorite baseball team?
Do you want to work for Chatsworth Products?
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