ML system design and Explanation of 1 recent project
Machine Learning Developer Interview Questions
8,221 machine learning developer interview questions shared by candidates
Tell me about your resume.
About experience and interest in the role.
- Behavioral Questions which can be answered using STAR - Group Activity: Group stranded in sea and take only 7 things. Decide which ones with the group - Interview: Presentation about you, why Sage?, why you are a good person for this. This i followed by an interview regarding your CV, projects and experience.
Explain about your projects. Knowledge about APIs.
What all projects you have done related to ML.
1. Computer Science questions - sorting, searching, data structure, binary tree. Actual code writing and walkthrough. How to optimize. Big O notations. Efficiency is always a key component here. 2. Machine learning and deep learning questions. Everything from supervised to unsupervised learning. What are the linear classifiers? Explain how CNN works, random forest, recurrent neural network. Clustering. Nearest neighbors. I think we gone through all the topics in machine learning. 3. System design. How to search efficiently. Explain previous experience or projects implemented etc.
They are looking for a mle who knows front end tools such as reactjs ,nodejs to perform poc
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If a quickserve company wants to increase the price and maximize profits, what broad steps will you do(ml based) ?
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