How do you declare a variable, in a language of your choice. Describe what cloud engineering is.
Learning Technology Interview Questions
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Describe your Leadership Style and how you would build a Training organization from the ground up.
they asked concepts from the projects on my resume.. like explain CNN layer-wise, what is pooling in CNNs.. what is the formula for cnn, draw the diagram for CNN
Explain over- and under-fitting and how to combat them?
Read and thoroughly understand this trilogy on Object Detection: RCNN, Fast-RCNN, Faster-RCNN
How do you ensure that your projects align with the overall goals and objectives of the organization?
Why are you interested in working here?
If you have to choose a trainer, would you rather choose someone with relevant experience or who could deliver a training well?
Some simple algorithm problems (can't remember exactly what they were), solved by a for loop or a nested for loop. Questions about their time and space complexity. Basic theoretical ML questions (explain and give examples of regularization, how to do classification on imbalanced data, etc).
The online assessment has four sections: SQL Queries: Writing SQL queries. MCQ for Data Science: Multiple-choice questions related to data science. MCQ for Statistics & Probability: Multiple-choice questions on statistical concepts and probability. Python Coding: Writing Python code to solve a coding problem. The Technical Interview stage involves an interview with a Karat interviewer. This interview is not a typical discussion about the work you've done; rather, it's more like an extension of the online assessment. The interviewer asks questions similar to queries, poses statistics questions (e.g., about p-values and appropriate distributions for different scenarios), and requires you to solve a Python coding question. During this stage, you are allowed to use Google, but it's crucial to communicate openly about what you are looking up. Copy-pasting from sources like ChatGPT is discouraged, and the interview is conducted via video.
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