define working of PCA and when do we use it?
Ai Software Engineer Interview Questions
6,058 ai software engineer interview questions shared by candidates
1. why joining intact 2. biggest strength/weakness 3. past coding project
Q: Can you walk me through your education and how it has prepared you for your current role? Q: How has your work experience contributed to your skills in AI and machine learning? Q: Can you describe one of your most impactful projects and the challenges you faced? Q: In your project, how do you deal with data issues such as missing or noisy data? Q: What metrics do you typically use to evaluate the performance of your models? Q: How do you validate that a newly trained model is an improvement over the previous one? Q: How do you approach monitoring and maintaining models in production? Q: How do you ensure that project results are effectively communicated to stakeholders? Q: What is your preferred working style, and how do you adapt to different team environments? Q: What excites you most about joining our company and working on AI projects here?
How to load data from database
They asked questions related to machine learning and projects in my resume. I recommend getting to know more about the company before the interview.
System design questions with using aws
How would you handle imbalanced datasets in a classification problem, and which evaluation metrics would you prioritize and why
Python programming/coding questions basic like find the missing no in the list
Mostly about machine Learning questions.
ex. Formula for regression and implement it with random forest equation.
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