how to minimize cost function: gradient descent.how to learn the parameter: minimize the cost function.Some good SQL resources are: Machine learningįirst, it's always a good idea to review Chapter 5of the deep learning book, which covers machine learning basics. SQLĪlthough you don't have to be a SQL expert for most machine learning positions,the interviews might ask you some SQL related questions so it helps to refreshyour memory beforehand. Spend some time goingover your resume before the interview. In the interview, be sure to explain what you've done well. We all can tell which one is gonna catch interviewer's eyeballs and better showcase your ability. Trained a deep vision system (SqueezeNet) that has 1/30 model size, 1/3 trainingtime, 1/5 inference time, and 2x faster convergence compared with traditionalConvNet (e.g., ResNet) Your resume should specify interesting ML projects you got involved in the past,and quantitatively show your contribution. ![]() Go directly to machine learning Explain your resume Asides from machine learning knowledge,other crucial aspects include: This repository covers how to prepare for machine learning interviews, mainlyin the format of questions & answers.
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