Probability Distributions Clearly Explained Visually (PMF, PDF and CDF)

[@youngzproduction7498]

I randomly watched your channel, but it turned out to be a happy incident. Great explanation in many topics. Thanks for your effort.

[@RiskByNumbers]

Thanks, @youngzproduction7498, for the really kind note. It means a lot. I'm glad that you stumbled upon this channel! -- Omar

[@tommasoc.2207]

thank you, now i finally understand what the CDF is

[@RiskByNumbers]

@tommasoc.2207: great to hear -- thanks!

[@hishamward5972]

I would like really to thank you for this tremendous explanation and the great soundtrack you use

[@RiskByNumbers]

Thank you, @hishamward5972! Comments like these really make my day. Thanks again for the kind note and for reaching out.

[@deepakbhaiya.shorts]

you just saved me from backlog in my degree

[@RiskByNumbers]

@deepakbhaiya.shorts: thank you so much for your kind words! Really appreciate it.

[@iTzTomy04]

You’re my guardian angel

[@RiskByNumbers]

Thank you! Really appreciate the thoughtful note.

[@yashS4201]

your explaination is really well , i am learning maths just for building logical and rational approach nd thinking and wanted to understand maths concepts , but reading books didn't quite effective as it is to visualize it and here your demonstrations are so good i understood it with an ez , Keep making it and putting playlist one after another cause you are at this .

[@RiskByNumbers]

Thanks @yashS4201! I sincerely appreciate the kind words.

[@natanfurman2467]

only 16 comments?? im genuinely shocked. this video is fantastic. drop the donation link :)

[@RiskByNumbers]

Thanks, @natanfurman2467! Really appreciate the kind note. First ever donation link request -- very humbling. I appreciate you taking the time to visit the channel!

[@natanfurman2467]

@@RiskByNumbers if you ever make one ping me here pls

[@zorzem3290]

thank you it was explained really well

[@RiskByNumbers]

Thank you, @zorzem3290! I appreciate this positive feedback -- particularly around one of the earlier videos on this channel.

[@pacukluka]

Thank you this is very useful and id love you to make more videos about probability & statistics, maybe even linear regression, SVM and other inference / fitting algorithms

[@RiskByNumbers]

Thank you, @pacukluka! Thanks for providing a list of additional suggestions. I will cover one simple technique to measure model goodness-of-fit in the coming video (just recorded the audio this evening!). I can think through if other fitting approaches/measures may make for good follow up videos -- thanks again for the suggestions.

[@korigamik]

This is cool, can you tell us what you used to create the video animations? Can you share the source code?

[@RiskByNumbers]

Thanks, @korigamik! To be quite frank, the first few videos (which includes this one) on this channel felt a bit primitive, as I was figuring out what worked on KZbin (and, to be honest, I've been pleasantly surprised the animations have been a hit!). These types of plots will show up in a much better format on the video to be released hopefully this weekend (goal is Sunday). In the coming video, I am primarily using matplotlib.animation. It may not be the 'best' way to create these graphics, but I use matplotlib so much on a day-to-day basis, its been the easiest way to put together the animations for me recently. I hadn't really thought through sharing scripts for any of the animations, but that may make a lot of sense. I would just need the to find the time to clean them up for others.

[@venil82]

Not a criticism, but curious why you pronounce "cumulative" so unclearly that it sounds almost like "killer". I actually had to turn on subtitles to double check what you were saying.

[@RiskByNumbers]

@venil82: not sure! To be honest, I'm a native English speaker, so I have no good excuse for any mispronunciation lol.