How do you plan an L&D program?
Learning And Development Coordinator Interview Questions
11,779 learning and development coordinator interview questions shared by candidates
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In the coding task I was asked to do a simple leetcode problem first, then a git merge and manual resolution of conflicts, and then the final part was a data analysis section. For the data analysis I had to download a dataset from Kaggle and visualise some trends in it.
Could you explain one of the latest data projects you have worked in?
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
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