[Pandas or Numpy] ? Easy?

Question

It seems that I have noticed that working with pandas in data science is easier than numpy.If not give me the reasons why I should learn both pandas and numpy. I want to learn more.

Answer 1

Isaac Duah [Active!] Pandas library uses some concepts of numpy...
If you search for data science with python course... You will see that numpy's concepts are used in pandas also.... That is why numpy is taught before moving onto pandas
Numpy is for only data analytics
And pandas is for both data analytics and visualisation(in the form of a table)....

Answer 2

Pandas is built on top of numpy and borrows heavily from it, especially regarding matrix (arrays) transformations. It really pays off to know both.

Answer 3

Kuba Siekierzyński thanks for your advice boss

Answer 4

𝐊𝐢𝐢𝐛𝐨 𝐆𝐡𝐚𝐲𝐚𝐥 I really like your recommendations

Answer 5

𝐊𝐢𝐢𝐛𝐨 𝐆𝐡𝐚𝐲𝐚𝐥 ok bro