Could you explain one of the latest data projects you have worked in?
Learning Development Coordinator Interview Questions
11,776 learning development coordinator interview questions shared by candidates
1. Describe the bias variance tradeoff. 2. How would you measure the performance of a classifier? 3. What is an example of a problem where you would favor recall over precision and vice versa.? 4. Describe the main idea behind boosting along with some well known algorithms such as adaboost and xgboost. 5. Describe several options for embedding text data into a feature along with pros and cons of each. 6. Describe your favorite sorting algorithm
This is out of context, but one question I wrote down was, "What would you tell a CIO to ask a vendor when evaluating an off-the-shelf AI product?"
Projects Contribution in each project Guesstimates Knowledge on ML concepts and application
Initial screening was about my projects, future goals and motivations. Assignment was regarding problem with mnist.
Pros and cons of different generative models (e.g. graph diffusion, text-based transformers etc.) used in the biopharmaceutical industry. Ways to improve model throughput.
Regularisation selection of multiple features but few on informative data, ROC/AUC for binary classification and imbalance dataset
Tell me about yourself & your career, interests, why Novo? Expected salary.
Tensor Flow, About Dropouts, Model Training AWS use case -- with TWO faces and how to Detect the Face...AWS Beanstalk, AWS DynamoDB.... Computer Vision --- More about the works and Model Training, Metrics used, False Positive, False Negative....
How do you do model post monitoring What is feature store, do you familiar with open source feature store.
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