past work experience machine learning algorithms
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."
8,221 machine learning interview questions shared by candidates
Gaussian mixture model, simple neural network
take home NLP challenge. Very open ended and can tackle it any way you choose. Important thing is that you can explain why you made the decision you did.
All the interviews were very thorough from a scientific and technical perspective. I particularly enjoyed discussing computational medicine and advanced statistical learning, such as normalizing flows, Bayesian methods, and uncertainty quantification, with the researchers, the head of AI, and the CSO.
How would you tackle multivariate time series ?
Solving business problems using MLOps approaches over AWS
1) Phone interview with Recruiter 2)Video interview with Tech Lead 3 Video interview with Manager/CTO 4) Research Project demonstration
I was asked about CNNs , Transfer Learning, and general computer vision concepts
Previous work experience; experience with LLMs and cloud infrastructure
Data challenge for 1 week
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