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In the role of Siemens Data Scientist, what would be the biggest challenge you think you would face?

Considering a grid with each position assigned a real number, what strategy ensures the highest cumulative value when moving from the top-left to the bottom-right corner, restricted to down or right movements?

What aspects of SGD's convergence make it superior to conventional gradient descent?

In your next position at Siemens, what do you hope to achieve?

When did you take a risk?

Can you identify the blanagrams in the following jumbled up phrases - eleven plus two and twelve plus one?

W, X, Y, Z are characters that are linked together. W is linked to X. W is linked to Y. Y is linked to Z. X is linked to Z. Is it possible to split all four characters into two sets so that the graph creates a bipartite?

What is one project you are extremely proud of? Why?

Can you differentiate between type I and type II errors when conducting a hypothesis test? And if you had to pick, which error do you think is more severe?

Where does your experience align with the values of Siemens?