NumPy vs Pandas

If you've heard of Pandas and NumPy, you may think one is simply a superset of the other. If so, you're not wrong, but there's more to these two Python-based data analytics packages than that. In this video, Martin Keen explains their relative strengths and ends by offering recommendations on the best approach for adopting one framework versus another.

#AI #Software #Dev #lightboard #IBM #MartinKeen #Numpy #Pandas #python

[jaroslavradmir]

This is undoubtedly the most entertaining and educational video I've encountered on such a complex subject. It cleverly incorporates dad jokes and Pink Floyd references within the initial 60 seconds. I'm absolutely enamoured by it!

[jamesharrison]

Came for the python chat, stayed for the Pink Floyd references

[erickeft]

Thanks for giving us this kind of content, I really love to watch these videos from IBM

[rudiklein]

I wouldn't mind watching a similar video on seaborn vs matplotlib vs plotly. I find it difficult to choose one of these libraries as my primary goto library. Using all of them is complicated because the syntax and use varies.

[raghavsharma]

Sir, could you please make a video on understanding YOLO architecture and its various versions or start a playlist on deep learning

[sanuyadav-ysfb]

amazing explanation! Pls continue to bring such more videos

[tonymaloney]

What's far more amazing than this guys insight into coding languages and concepts, is his seamless ability to write things down on a "window screen" backwards so proficiently. Imagine the pure calligraphy of his "forwards" handwriting

[daftsteez]

Didnt expect a homebrew youtuber to pop up in an IBM vid in my feed 😂

[alkadoHs]

I like this teacher as he explain things very clearly

[karengomez]

Not very much python libraries related, but I was already thinking Jeff’s videos had R. References, especially Dogs of war (even though that’s from Gilmore I believe…) but now I’m sure there’s Pink Floyd references everywhere :)

[tyronefrielinghaus]

This particular IBM presenter is the best!!!

[jonnysolaris]

Loving the Pink Floyd references, Comfortably NumPy, and Any Colour You Like😁

[Ballbagsaggins]

YouTube pretty much has me pegged.
The homebrew challenge guy chatting about data science libraries.😉

[alizamani]

Learned so much from your video, thank you for that
There is one problem though; Please do smth about the writing on the screen, I can't say what's the issue but it's illegible

[Musicman]

Why is this pillar of Homebrew YouTube being served to me in a video outlining data analysis via downstream Python programs?

[wpouser]

The background of Pandas just change, now is Apache Arrow, but good content by the way.

[boredgamesph]

7, 8, 9 have special relationship. In positive integers they are the only have the pattern of prime, cubed, squared.

P, P+1=N³, P+2=M²

[petermilenkovic]

I was waiting for a home brew recipe 😂

[anirbanc]

please do a video on sklearn, tensorflow, pytorch <3 maybe a longer one with little sarcasms and jokes like you do <3

[muhammadyousifjamali]

Good explanation
But I want to ask from those who are already related to tech specially ai that which languages are better for an ai developer/researcher instead of python which languages we ought to learn
Java
C++
R
I know python is fundamental and essential
Thanks in advance