amazon | Machine Learning Engineer | Interview Experience
Interview Date: Not specified
Result: Not specified
Difficulty: Not specified
Interview Process
The interview focused on a machine learning position. I was asked to implement Stochastic Gradient Descent (SGD) from scratch to fit the equation y = ax + b. The main emphasis was on backpropagation and how to derive the formulas.
Technical Questions
- Stochastic Gradient Descent Implementation (Machine Learning, Gradient Descent, Linear Regression)
Tips & Insights
Focus on understanding the underlying concepts of backpropagation and the derivation of algorithms, as these were key aspects of the interview.