ML: 1. Data Imbalance 2. Unsupervised Learning 3. Evaluation Metric 4. Detection 5. ResNet 6. Transformer ... Coding: 1. Alien Dictionary
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
Hypothesis testing and bayed theorem.
Equations for: SGD, Momentum, L1 and L2 loss, linear regression etc. Statistics deep dive: maximum likelihood estimates, hypothesis testing, PDF etc. Deep Learning: number of parameters in a model, coding Conv, MaxPool and embedding layer etc
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Problem Solving on Data structure and algorithm
ML basics, NLP, Leetcode, behavioral
Talk about your relevant experience
1. How would you design a pipeline for a dataset comprises students, class and scores
No behavioral only technical questions
1. Questions on Dynamic Programming. 2. Machine Learning 3. MLOPS
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