OpenTube

NumPy vs Pandas

IBM Technology

301,725 views

Data analysis using Python; https://ibm.biz/Using_Python

Beginner's guide to python; https://ibm.biz/Python_for_beginners

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.

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

20 Comments

@jamesharrison149 3 years ago

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

@daftsteez 3 years ago

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

@rudiklein 3 years ago

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.

@renoob879 3 years ago (edited)

Me, running straight to my Jupyter Notebook to find out why 789: 🏃🏃🏃

@jharomeer 3 years ago (edited)

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!

@petermilenkovic3058 3 years ago

I was waiting for a home brew recipe 😂

@Musicman9492 3 years ago

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

@Ballbagsaggins 3 years ago

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

@wpouser 3 years ago

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

@JeremiahBalogun 1 year ago

This is brilliant.
I love how you settled the debate. Each has its own pros and cons so it is just a matter of perspective of use the defines one's demand for either.

@tonymaloney7096 2 years ago

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

@Yellow-Blue-Black 3 years ago

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 :)

@erickeft 3 years ago

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

@tyronefrielinghaus3467 3 years ago

This particular IBM presenter is the best!!!

@raghavsharma4398 3 years ago

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

@fightprophet 2 years ago

This lesson was a piece of art!

@alkadoHs 3 years ago

I like this teacher as he explain things very clearly

@ammarabdelaal150 2 years ago

This video is concise, clear, to the point, enjoyable, eye-relaxing, organized and fun!! Fabulous colour-theme.. and a warm feeling, especially at the end. Thank you a lot!