An overview of my background and experience. Motivations for the change. Software Engineering and Machine Learning concepts. Live coding challenge applied to a real problem. How to approach complex engineering projects.
Senior Machine Learning Engineer Interview Questions
615 senior machine learning engineer interview questions shared by candidates
Design a system to maximize CTR for Ads.
- They ask you to code an ML algorithm - The system design questions are relevant to their challenges and real problems they needed to solve.
Easy ML concepts Take home.
Was mostly with Pandas and distributed computing
They asked me to explain a complex ML project in simple language, including the problem, the approach, and the business impact. I answered by walking through a project where I built a predictive model from raw data, explained why I chose a certain algorithm, described how I handled model performance issues, and shared the final results and impact.
What are configuration files in AWS SageMaker?
Tell me about a time when you learned a new technology to solve a problem.
Provide an end to end overview of a ML project that you have worked on.
Implement some of classic Machine Learning algorithms
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