Markov Chain Monte Carlo (MCMC) : Data Science Concepts

Markov Chains + Monte Carlo = Really Awesome Sampling Method.

[edwardhartz]

You have a gift for explaining things. Every question that pops into my head gets immediately answered.

[catherinepuellomora]

I have been reading a 37 pages paper without understand a thing for two hours, and you've been clear in 12 mins¡¡¡ amazing job, many thanks

[cissygu]

I had two different university professors explaining MCMC, but I didn't quite get them until watching your video! Best explanation ever!

[trong]

I don't know what it is, but i really like this guy. Clearly knows his stuff and articulate too. Great presentation, thank you

[gufo__]

My dude, I don't often need your teachings, but when I do you are able to single-handedly overshadow most of my past professors.
I've watched in the past 4 years a good chunk of your videos and you didn't do a single one in which I didn't add some new view, even if small, on the topic.
Keep it up with the work.

[tomleyshon]

Fantastic! Note the lack of cuts and edits - this guy knows his stuff.

[arrau]

Thank you so much, I'm a scientist myself and have used some mcmc package blindly. Now, applying what I have been doing to every step of this video made me understand the full concept super clearly.

[songchaerin]

I'm very impressed to how clear the explanation is.

[baoanhvu]

I gotta say your videos have been super helpful for a stats subject I took last semester (which involved time series, ARIMA model, stationarity etc.) and now MCMC came out at the perfect timing. You have such a gift for explaining the intuition behind statistical concepts, and I'm looking forward to future videos from you. Your channel is a treasure!

[tianjoshua]

Hi Ritvik, your explanations are great in many ways. One of the best things is they are very logically coherent, leaving no gaps that require the listener to figure out. Please do keep up the splendid work. This is a major good deed for so many.

[香港地舖購物]

Without your video, I think I will never understand the key idea behind MCMC ! Thanks for the good work...

[mk_upo]

Your channel is so underrated, you are making absolutely sick content!

[jamesmckenna]

Really excellent series of videos - been scratching my head over sampling methods for ages, but you explain it so succinctly and clearly it is finally making sense. Thanks for these!

[rahul-qofi]

wow!! The continuity in the explanation is just phenomenal, thanks a ton!

[fdsfkdj]

finally someone explained why we need markov chain. thank you!

[proxyme]

Thanks for making this video. Finally came across the one that explain MCMC in plain words without dumping math formulas. Hope other videos and articles in follow this.

[chuckbecker]

You, Sir, are a brilliant instructor...I am awed. Thank you!

[murphp]

I've watch a load of your videos in the last 4 or 5 days.
They are absolutely brilliant!!

[XxPaRaZiTzZxX]

You're an awesome professor. I have finally understood MCMC and Metropolis Hastings thanks to you

[cementheed]

Dude! That was the clearest explanation of MCMC I've ever heard. Thanks!