Describe AI in your own words. Where do you see yourself in the future?
Artificial Intelligence Developer Interview Questions
238 artificial intelligence developer interview questions shared by candidates
General programming questions Data Science / AI related questions
What is regularisation in deep Learning
What experience do you have with 2-stage computer vision models?
Values and principals which i follow
OA: One longest interval with sum limit the other is string parsing and hashmap. Probability technical: the classical Seattle raining problem, uniform sphere sampling from uniform distribution, expected number of times of two consecutive coin heads, logistic regression gradient descent from scratch coding behavioral: talking about previous projects, what if disagree with supervisor, asking for help or solve by oneself.....
2 coding questions 1) Depth First Search - Shortest Path Out of the Dungeon 2) Comparing and tallying the values from 2 datasets (Rainfalls in different cities)
In the technical interview, I was asked to solve 2 python syntax related questions(pandas) and was asked the logic to solve 2 coding problems. I was asked about the projects in my resume and a few questions on ML and AI. Then I was asked to solve an ML question- the interviewer gave me a json file consisting of all the reviews of amazon fire stick and I was asked to separate all the positive, negative and neutral reviews using the concepts of Natural Language Processing and ML. This was a big problem in terms of coding. I explained him my approach to solve it but could not write the code completely.
They asked me to implement a specific computer vision model based on their description. I was asked to complete the task on my own and send the solution by email, without anyone sitting with me to discuss my approach or thought process.
One of the Python questions, for example, was: "How do you access the second-to-last element in a list?" In the ML/Deep Learning section, I was asked what overfitting is, how we define Deep Learning, and what the difference is between Deep Learning and Machine Learning. There were a few other questions as well, but these are the ones I remember most clearly.
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