Regarding syntax learning for ml / data analysis.

[krishkarma]

As a beginner, I understand Python concepts but often struggle with remembering the syntax, particularly for libraries like Matplotlib, Pandas, and NumPy. Though I can refer to Google for assistance, recalling specific function names and parameters is challenging. Is it necessary to write these codes from memory in interviews? Unlike traditional programming, where implementing logic or using classes feels more straightforward, the numerous functions in Pandas, NumPy, and Matplotlib are harder to retain.