D: Design a typical machine learning system, from data gathering to deployment and monitoring.
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
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Asked about previous Internship and few questions
Implement matrix multiplication from scratch
1. Backpropagation working 2. Gradient Clipping 3. Gradient Vanishing 4. Activation Function 5. Weight Utilization 6. Network Architect 7. LSTM 8. Transformers 9.Tokens 10.MobileNet SSD Arch
SCADA uses alarms and fault codes to notify the operator of the status of a machine. How could these alarms be used for reliability analysis? How could these alarms be used for performance analysis?
Describe a few ways to statistically evaluate temperature data from a fleet of machines.
Explain a few methods to handle an imbalanced dataset.
List error metrics to evaluate a binary classifier.
Program on String split function. Program on List. Machine learning basic to intermediary questions.
They asked me regarding the BERT terminologies, regarding the dropout and Random Forest Algorithms.
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