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Learning Technology Specialist Interview Questions
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Define Recall and Precision, describe diference between SGD and Adam
- How to manage overfitting - How to handle class imbalance - Name different optimizers (SGD, Adam) and mention some differences. - Explain Recall & Precision.
What is SVM? What if the dataset is not linearly separable?
machine learning knowledge, code. leetcode, AUC definition, method on dealing with long tailed data
Final round: Resume deep dive, implement attention (transformer), leetcode medium.
1. Describe attention mechanism 2. Max length of subarray with positive product (LC medium)
Transformer/ attention mechanism questions, Deep neural networks, combination of words in a wordlist
Leetcode 316 Remove Duplicate Letters
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