How to classify a plant as working/non-working from low resolution satellite image and weather data.
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."
8,212 machine learning interview questions shared by candidates
Standard behavioral questions, What is the most recent technology which excites you
What approaches were used to solve the problem+
1. System design question about distributed ML 2. Leetcode medium coding problem
Why ML suitable for a company like BIOS?
He was asking how to detect 1000 objects using the same model, how to make the same model detect n number of objects without having to retrain rigorously often etc. Strange enough, he shared google doc and asked me to screen share and type some code.
- Basic machine learning concepts - Previous relevant projects
Overall describe your past experience?
Previous experiences (professional/academic) in machine learning.
Some behavioral questions such as difficult coworkers, work style, how to structure a software library so that it can be extended.
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