Phone: Decode string, e.g. input “3[a2[c]]” output “accaccacc” What if the string is a stream that is not able to fit into the memory? Onsite: LRU Cache Implement KNN, bias variance tradeoff, why curse of dimensionality, discussion of convergence of sgd (or gd), why cross validation Min height tree
What is the difference between a batch model and a streaming model?
Auto regression
What is the difference between supervised and unsupervised learning?
RMS values and similarity of cosine, convolution.
Q: SQL query Q: programming exercise Q: deep learning knowledges
related to Azure ML Pipelines and Machine Learning
1. Lots of project based questions 2. AWS questions, very specific questions that one would only by referring the documentation.
Current Roles and responsibilities Project details
1. Active Learning 2. Deep Neural Network Architectures 3. Temporal analysis 4. Trajectory, path planning. 5. Other basic machine learning question
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