Data Science with Python Pandas by Athena Kan

Harvard Business Review named data scientist "the sexiest job of the 21st century." Python pandas is a commonly-used tool in the industry to easily and efficiently clean, analyze, and visualize data of varying sizes and types. In this seminar, we'll learn how to use pandas to extract meaningful insights and recommendations from real-world datasets.

[rjwade]

This was an excellent intro to Pandas. Your time and effort is very much appreciated!

[anandkapdi]

Thanks Athena for making such helpful video.

[JackNorthrup]

Great video .. Easy to understand. I followedand reproduced it in my Jupyter notebook with 100% success. I do wish the area of interest was kept a bit more near the center. Many times it was on the very bottom of the video

[mrjohnp]

Thank you for the great video, Athena.

[楊迅睿]

reg.score(x, y) maybe change to reg.score(y, y_preds)?

[huaweihonor]

Thanks for sharing. Is there another Video tutorial from CS50 for Panda/Data Analysis? Kind regards,

[chiranjibkonwar]

how can i learn data science? is learning pandas will help me become a data scientist? how about joining a program? any suggestion please..very well explained...thank you so

[KumarHemjeet]

df.apply(lambda x: np.mean(x)) .. Used the numpy library

[avadhut]

great lecture for data science intro !

[Bang-_-Bang]

how is her table having border can anyone tell me please I dont know how to make such border

[sathwikemmadi]

Hi Athena thanks for your video.It was very informative

[fconteEBdotcom]

Great video; good introduction to pandas

[SuperBhavanishankar]

i m confused what i was actually learning when hillary clinton showed 84%. :'D

[vfmaziero]

Muito bacana, gostei da sua palestra.. estou iniciando nesta area

[nubreedapparel]

Im sure you heard about the mass shooting crisis in Florida. I wanted to know if there was a way to find out the raw data that links all the mass shooting to a source. Poor up bringing mental health. Etc. link a common thread with all of these individuals and find out why they feel a need to harm inocent people.

[samiehm]

It seems like there are only 2 people there.

[zackaryparker]

can't believe she was a freshmen in undergrad when she filmed this...

[rickymacharm]

Lovely video... I am following step by step. will drop my comments below

[alexsalgado]

Do you know if exists some cloud environment free for pytho datascience trainning ?

[Deathend]

I just realized the irony of my display picture.