- Introduce yourself for 2-3 minutes - Talk about your graduation projects - Explain 3 ways to detect spike in the stock price - Mathematics foundation questions - Explain about Residual Network, why it is better than MLP? What is the role of activation function? what are L1, L2 regularization - Properties of covariance matrix (e.g. PSD) - Explain the flow chart to solve a system of linear questions
Describe your best work till now
What is the bag of words model
What is sparse matrix ? How its used in ML ?
Expected Salary and previous experiences
What can you contribute to the comany
Do i have laboratory experience?
How do you solve problems? How do you manage people?
What is an Active rectifier? Diff b/w Active and Passive Rectifier? Full wave and half wave Rectifier. What is Minimum Phase System? Draw Darlington pair circuit and write the gain. Write low pass, band pass and High pass filter equations. Design an inductor for a 12V to 24A, 1A boost converter. Draw BH curve. Difference between MOSFET and IGBT. Diff b/w BJT and FET. What is Differential amplifier and instrumentation amplifier. Draw their circuits. How to design a heatsink. Draw the relay driver circuit. What is an EMI filter. What is Low dropout regulator. Difference b/w open loop and closed loop system. Nyquist stability criterion. What is gain and phase margin. Marginally stable system. Draw voltage divider bias circuit. Etc..
They asked about the expected salary and why I was leaving my previous job.
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