Tell about the dataset. What I can observe from the dataset.
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,203 machine learning interview questions shared by candidates
Explain the project you submitted
Questions related to the projects I did in the past and working on at the time of the interview.
1. How to decompose errors into variance and bias 2. What is tf-dif ?
Ways to represent a graph as a data structure.
How to compute iou for two triangle objects
embedding, recent advances for transformers, cross-attentions etc
How would you calculate an exponent with only basic operators (e.g modulus, multiplication. etc.)
How to build a question generation AI
The asked to explain the reason for choosing the infrastructure I did and went into great detail about it.
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