NOTE: This StatQuest is sponsored by JADBIO. Just Add Data, and their automatic machine learning algorithms will do all of the work for you. For more details, see: bit.ly/3bxtheb BAM! Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/
Your videos are one of the best out there in the market in RUclips. Your explain such complicated technological concepts in very simplified terms that a layman can understand. Thank you for taking the efforts and time to teach ML and stats. You deserve an award! :-)
The brilliance of StatQuest is how the use of prosody and cartoonish visuals can tap into my "child" brain which in turn allows me to stay focused, entertained, and makes these concepts seem so simple. Genius!
This is just soo amazing. I did spend quite a long time reading the lecture notes of other universities online but never get to understand it as thorough as this. Soo good thank youu!!
This is what I call quality teaching, stuff that I expect from unis that are offering online lectures because of covid, with nice animation and thoughtful explanation, not just lecturer talking in the lecture hall but recorded like usual improvising.
Your videos are one of the best out there in the market on RUclips. You explain such complicated technological concepts in very simplified terms that a layman can understand. Thank you for taking the efforts and time to teach ML and stats. You deserve an award! :-)
I don’t usually comment anything here but, wow, this is by far the most clearly explained thing I have ever seen, it’s more clear that 1+1, thank you for this amazing work
maaaaaaaaaaan ! I had been stuck on this topic for a MONTH trying to get the hell out of it... you just cleared everything in 15 MINUTES! You are an absolute HERO.
well, I have an exam tomorrow, and I am binge watching statquest videos and loving the songs and the animated explanation. who says higher-level things need to be boring. Thank you statquest. BAM!
My "DOUBLE BAM!" senses started tingling around 12:25 but were abruptly quashed by your "SPAM!" sneak attack. So very grateful for the information you provide and the methods by which you deliver.
I subscribed immediately after “beep boop beep boop”. Honestly this may help me find a love for statistics after a bad college education experience with it in the 90’s.
From South Korea, Im really appreciated your dedication for the work. I have been struggling with understanding it, but its completely understandable .
I like your ML spam filter. Even it's naive version has the benefits: if your friend proposes you a lunch, the message is classified as a good one, but if he asks you for some money, it's thrown to the spam folder)
Being a Data Science aspirant and having zero knowledge in stat(bcz I m from a tech background), you save me in the middle of the ocean. I owe you everything I learnt till now in statistics. I dont know how to thank you.....Thanks a lot and keep making awesome videos for us...
after seeing this video I feel like there are only 1503 (total views) people in the world who know what Naive Bayes truly means!!! plus Josh Starmer included ... thank you for your great work
Was expecting a fullblown BAM! at 12:32 and then the SPAM! caught me off guard, it was perfect, now I gotta update my own prior about your BAMs! Thank you, you beautiful man, for the best ml explanations ❤
Oh my God learning has never been more fun. And when you say clearly explained you mean we can understand both the words and the meaning so thank you! :D
Thank you so much, tomorrow is my exam and thank god I found your channel, you explained naive bayes classifier in 15 minutes and my teacher couldn't explain it very well in one hour. Thank you sir.
I swear to god authors go out of their way to explain topics like this in the most complicated way possible. I reread the section on naive bayes in my textbook many times, and didn't understand it. Josh made it crystal clear in under fifteen minutes.
whenever i open your channel video, it seems I have come to the world of watching cartoon series. you start your videos in amazing ways and I just love your voice.
Just about to have my thesis defense, i was planning to use Naive Bayes in my modelling and really didnt understand it. Now this video might be the biggest help for my defense, THANK YOU!!!
Thank you Josh for this video! It gave me a great and clear understanding of the Naive Bayes Classifier, as well as a good workaround the '0 probability' problem by using alpha!
I am so lucky , I found this channel, at very start of my Data Science Journey. Thanks Josh. Psst - I am gonna buy your study guides. Hope that is the least I can do to support your effort :-)
This was so so so so so sooooooooo amazingg!!!!! I have my oral exam tomorrow and your explanation worked like a charm!! Thank you so so much Josh for creating such a video with crystal clear explanation. It is NOT BORING at all rather very interesting and kept me hooked till the end of the video!! :) Bam Bam Bammm!!!!!
What you teach is very helpful, but how you teach is what makes you the best. What a beautiful way of teaching! comprehensive explanation and all the creative lines/ wit you put here and there.
I wish our education system helped us learn the way you teach. I am so thankful to have stumbled upon your channel in this perilous journey of machine learning algos
best channel I could have find in the last month. Thank you so much. I'm doing my master thesis in machine learning and I've never done anything with it before, and this is helping me so much
Your videos are the best thing to have happened during this lock-down (I've lost my job and trying to utilize this time to learn more and more). Thank u so much.
Hey Josh, thanks a lot for this video. It was so so helpful. Little background, why this is so awesome: I'm native German, but quite okay with English. I'm already 40 now and never had to do anything with Stochastics or even Statistics, in fact I was very bad (or let's say uninterested) in Maths back in school. Like 20 years later I finally got a job in AI, but need to do a lot of learning sessions to understand at least the basics (I have other skills that contribute :P). When the course came to Bayes I was totally lost. I watched several videos (of course in German, because that seemed obvious for such a complicated topic) and ended up, watching your Quest. And it nailed it. It's so clear to me now. BAM, Thx so much! You're great at explaining!!!
Awesome! I'm so glad my videos are helpful. By the way, my book, The StatQuest Illustrated Guide to Machine Learning has a german translation if you are interested: statquest.org/statquest-store/
Thank you Josh for this wonderful explanation. It will give me a head start into understanding the mathematical-statistical underpinnings of the algorithm. I am going to strongly recommend your tutorials to my students!
Josh - this was so good! Awesome job. I went to your site to see Study Guides. Do you have package price? That way we get all. And maybe in future come up with a visual study book focussed on ML topics.
I don't have a package deal price yet since I keep adding new Guides every two or three weeks. However, once I have a full set, I'll come up with a package price.
It is a slight offtrack from the main narrative. So shouting out loud terminology alert makes the viewers (me atleast) mindful that this is kind of a side note.
Simple and clear Explanation Sir. I just Enjoy watching your tutorials and learning. The way you explain makes complicated stuff so simple. My respect and humble gratitude to you Sir 🙂 Thank you for your teaching. Keep teaching and keep inspiring many.
Hi Josh, You are the best teacher I have ever seen. I always enjoyed your stat quest videos and I enjoy your book as well. What a pleasure to learn from you
I hope one day I get lucky enough to have a research advisor or mentor of any kind like yourself. All your videos are worth gold. Thanks for the all the time you put in to us.
I normally get a bit annoyed with sponsorships in videos and/or self-plugs for other videos, but you are one channel where I have 0 problem with it. You put out such an amazing product and clearly care so much about the viewers that you can get away with anything haha. Great job on this video! Beautifully explained.
NOTE: This StatQuest is sponsored by JADBIO. Just Add Data, and their automatic machine learning algorithms will do all of the work for you. For more details, see: bit.ly/3bxtheb BAM!
Support StatQuest by buying my book The StatQuest Illustrated Guide to Machine Learning or a Study Guide or Merch!!! statquest.org/statquest-store/
Your videos are one of the best out there in the market in RUclips. Your explain such complicated technological concepts in very simplified terms that a layman can understand. Thank you for taking the efforts and time to teach ML and stats. You deserve an award! :-)
Bam!!
Simple and short: THANK YOU JOSH STARMER YOU ARE AWESOME.
yes
Honestly Josh, I feel like you could teach machine learning to a 5yr old. This is amazing content, thank you.
BAM! :)
@@statquest we will have an MLQuest on youtube kids in 2 months :)
@@statquest I just like it when you say the word , hahaha .
Thank you really for making this looks simple :)
Sometimes I feel that I am watching oswald and then they start teaching the theory.
... 😅
we are lucky that you decided to create this channel & teach us ML in very clear & entertaining way!!
Thank you!
The brilliance of StatQuest is how the use of prosody and cartoonish visuals can tap into my "child" brain which in turn allows me to stay focused, entertained, and makes these concepts seem so simple. Genius!
Hooray! :)
The second I saw that we're gonna talking about spam, I waited for you to say "SPAAAAMMMM" like a 5 yo child. And you deliver as always! Thank you!
Hooray! :)
This is just soo amazing. I did spend quite a long time reading the lecture notes of other universities online but never get to understand it as thorough as this. Soo good thank youu!!
Glad it was helpful!
This is what I call quality teaching, stuff that I expect from unis that are offering online lectures because of covid, with nice animation and thoughtful explanation, not just lecturer talking in the lecture hall but recorded like usual improvising.
Wow, thank you!
I just stared machine learning and your songs just bring a smile to my face.
Hooray! :)
Your videos are one of the best out there in the market on RUclips. You explain such complicated technological concepts in very simplified terms that a layman can understand. Thank you for taking the efforts and time to teach ML and stats. You deserve an award! :-)
Wow, thanks!
Prabhakarna Sripalawardhana Atapattu Jayasuriya Laxmansriramkrishna Shivavenkata Rajasekara Sriniwasana Trichipalli Yekya Parampeel Parambatur Chinnaswami Muthuswami Venugopal Iyer
@@moindalvs Did you noted it down while watching that movie?
@@moindalvs 😂😂
I don’t usually comment anything here but, wow, this is by far the most clearly explained thing I have ever seen, it’s more clear that 1+1, thank you for this amazing work
Thank you!
maaaaaaaaaaan !
I had been stuck on this topic for a MONTH trying to get the hell out of it...
you just cleared everything in 15 MINUTES! You are an absolute HERO.
Glad it helped!
This tutorial is actually better than my college lecture, paid $$$ for a paper of degree, sucks
Bam!
So u paid
When you explain something complicated to everybody and even a 5-year old kid can understand,
you BAM DAM genius
Thanks DAM much!!
Thank you! :)
well, I have an exam tomorrow, and I am binge watching statquest videos and loving the songs and the animated explanation. who says higher-level things need to be boring. Thank you statquest. BAM!
Good luck with your exam! I hope it goes well. :)
@@statquest BAM! you forgot it, so i did the needful (:
Can only be so clear if the presenter has a profound understanding and thoughts about the topic! Superb!
Thanks!
My "DOUBLE BAM!" senses started tingling around 12:25 but were abruptly quashed by your "SPAM!" sneak attack. So very grateful for the information you provide and the methods by which you deliver.
Thank you very much! :)
I never thought I would be laughing my head off at a stats lecture. You are truly gifted and a gift to this world. Wow.
Thank you! :)
you're an INSPIRATION to me. If you can make stats fun, i think i can make anything fun in my life for me and other people. You rock!
Thank you!
I subscribed immediately after “beep boop beep boop”.
Honestly this may help me find a love for statistics after a bad college education experience with it in the 90’s.
Bam!
From South Korea, Im really appreciated your dedication for the work. I have been struggling with understanding it, but its completely understandable .
Bam! :)
I like your ML spam filter. Even it's naive version has the benefits: if your friend proposes you a lunch, the message is classified as a good one, but if he asks you for some money, it's thrown to the spam folder)
:)
We are all fortunate that this channel is free
Thanks!
You are the reason why I'm getting through my graduate level statistical courses. I'm glad I had found you!
Good luck!!! :)
I ve been watching many videos about naive bayes but...as usual, Statquest is by far the best. Congratulations !
Thank you!
The world needs more videos like these, thank you Josh!
Thanks!
Being a Data Science aspirant and having zero knowledge in stat(bcz I m from a tech background), you save me in the middle of the ocean. I owe you everything I learnt till now in statistics. I dont know how to thank you.....Thanks a lot and keep making awesome videos for us...
Thanks!
after seeing this video I feel like there are only 1503 (total views) people in the world who know what Naive Bayes truly means!!! plus Josh Starmer included ... thank you for your great work
BAM! :)
Now 258,429(total views) people in the world who knows what Naive Bayes truly means!!!!
BAM!!!!!
Including me!!! 😎😎😎😎😎😎😎
3 years on, and this video is still super helpful, thank you Josh! :)
Thanks!
I've learnt a few ML algorithms, and this was the first one that I learnt with StatQuest. It was definitely the easiest.
bam!
Was expecting a fullblown BAM! at 12:32 and then the SPAM! caught me off guard, it was perfect, now I gotta update my own prior about your BAMs!
Thank you, you beautiful man, for the best ml explanations ❤
Awesome! :)
Oh my God learning has never been more fun. And when you say clearly explained you mean we can understand both the words and the meaning so thank you! :D
Thank you! 😃
The take on Probabilities vs Likelihood was your hero moment for me. I haven't seen such a crystal clear explanation long time. Thks!
Thank you!
I love your explanations and humor. Thanks a lot for making complex things so much easier.
Glad you like them!
Honestly the best way to learn to Machine Learning and stats - THANK YOU you made my DAY!
Thank you very much!
you are genuinely getting me through a masters....
Good luck! :)
Thank you so much, tomorrow is my exam and thank god I found your channel, you explained naive bayes classifier in 15 minutes and my teacher couldn't explain it very well in one hour. Thank you sir.
Best of luck!
@@statquest Thank you for your kind words.
I swear to god authors go out of their way to explain topics like this in the most complicated way possible. I reread the section on naive bayes in my textbook many times, and didn't understand it. Josh made it crystal clear in under fifteen minutes.
bam!
Josh, thank you very much 2 days I could not understand about Naive Bayes, thanks to You I figure out how it works
bam!
Amazing teaching abilities. This is now a complimentary source for my machine learning course - thank you!
Bam!
whenever i open your channel video, it seems I have come to the world of watching cartoon series. you start your videos in amazing ways and I just love your voice.
Thank you! :)
Why can't my professors be half as good as you in explaining this stuff? I owe you my project marks StatQuest!
Thanks!
When i google for best statistics tutorials, this channel was at top of the list. Thank GOD, it wasn't a spam 😊😊
BAM! :)
You know when the author of the video cares about their viewers, when you see him replying *every single comment* on this section
Ha! Yes, I care a lot about the viewers, and I hope that it shows in the videos themselves too.
@@statquest Thanks about it! Keep it up with the good work! 😎✌️
double bam!
hii, I just started my ML journey and i didnt find anyone who teaches this good, i mean u ARE BAM!!
Thank you!
I enjoyed it and learnt....Even a kid can clearly understand your video provided the basic probability stuff taught in his/her school...
Thanks! :)
Just about to have my thesis defense, i was planning to use Naive Bayes in my modelling and really didnt understand it. Now this video might be the biggest help for my defense, THANK YOU!!!
Thanks!
Thank you Josh for this video! It gave me a great and clear understanding of the Naive Bayes Classifier, as well as a good workaround the '0 probability' problem by using alpha!
Glad it was helpful!
the level of your understanding is astonishing, our children in the future will thank you for your work.
Wow, thank you!
Such nice explanation of the concept, from now onward will follow this channel to learn more stats and probability concepts.
Hooray! :)
Why am I finding this a week before exam. This video was easy to understand. Thank you! Triple BAM!!!😂
Thanks!
dude, you should never ever stop making videos 😂😂😂
Thanks! :)
You Sir, are the King of explaining machine learning concepts. Many thanks!
Wow, thanks!
You taught a naive person a Naive Bayes. BAM!!!! Awesome
BAM! :)
I went through 2 tutorials but never understood naive bayes clearly. But after seeing ur video I understood it clearly. Thanku so much!
Hooray! I'm glad the video was helpful. :)
I am so lucky , I found this channel, at very start of my Data Science Journey. Thanks Josh.
Psst - I am gonna buy your study guides. Hope that is the least I can do to support your effort :-)
Thank you very much! :)
This is the first tutorial related to Machine Learning I found that is actually clear :)
Thank you! :)
This was so so so so so sooooooooo amazingg!!!!! I have my oral exam tomorrow and your explanation worked like a charm!! Thank you so so much Josh for creating such a video with crystal clear explanation. It is NOT BORING at all rather very interesting and kept me hooked till the end of the video!! :) Bam Bam Bammm!!!!!
Hooray! And good luck with your exam. Let me know how it goes!
What you teach is very helpful, but how you teach is what makes you the best. What a beautiful way of teaching! comprehensive explanation and all the creative lines/ wit you put here and there.
Wow, thank you!
Wonderfully clear and helpful, thanks for all your hard work making this Josh! :D
Glad you enjoyed it!
I just loved the way he was saying,I got all these things.
Thanks man!
Bam! :)
Thank you so much for this great explanation. You're an awesome teacher, keep up the great content. Can't wait to see more :)
Thank you! :)
I wish our education system helped us learn the way you teach. I am so thankful to have stumbled upon your channel in this perilous journey of machine learning algos
Thanks!
I actually laughed out loud at 12:29 😂
Amazing videos, thank you so much!
Glad you enjoyed it!
best channel I could have find in the last month. Thank you so much. I'm doing my master thesis in machine learning and I've never done anything with it before, and this is helping me so much
I'm glad to hear that my channel is helpful! :)
Great and funny explanation! Just love the terminology alerts: "Oh nooooo", keep going please!
Thanks, will do!
Your videos are the best thing to have happened during this lock-down (I've lost my job and trying to utilize this time to learn more and more). Thank u so much.
Thank you! And I hope you find a new job soon. :)
When it says "shameless self promotion" the thought didn't even cross my mind of it being self-promotion, more like "helpful to the viewer" :)
Thank you! :)
Hey Josh, thanks a lot for this video. It was so so helpful. Little background, why this is so awesome: I'm native German, but quite okay with English. I'm already 40 now and never had to do anything with Stochastics or even Statistics, in fact I was very bad (or let's say uninterested) in Maths back in school. Like 20 years later I finally got a job in AI, but need to do a lot of learning sessions to understand at least the basics (I have other skills that contribute :P). When the course came to Bayes I was totally lost. I watched several videos (of course in German, because that seemed obvious for such a complicated topic) and ended up, watching your Quest. And it nailed it. It's so clear to me now. BAM, Thx so much! You're great at explaining!!!
Awesome! I'm so glad my videos are helpful. By the way, my book, The StatQuest Illustrated Guide to Machine Learning has a german translation if you are interested: statquest.org/statquest-store/
@@statquest Shameless self promotion, but I'll check it out ;)
Thank you Josh for this wonderful explanation. It will give me a head start into understanding the mathematical-statistical underpinnings of the algorithm. I am going to strongly recommend your tutorials to my students!
Thank you!
All of your tutorials will really help me in making my final project, and I just want to say thank you very much.
Glad I could help!
Simple and clear! Like it!
Thank you! :)
Best explanation I've seen RUclips.
Thank you!
I didn't expect that spammm at 12:33 instead of bam I am like literally baaammm
Bam! :)
I am new to the channel and clearly all videos deserve likes just because of the quality of intro.
bam! :)
Baaaaaaam i've just discovered that i still a kid , and i feel happy when you explaine with this BAAAAAM thing , it works broo hhhhhhhhhhh.
bam!
god this video is honestly one of the best videos that I saw in the recent time. Such a joy to watch!
Thank you!
I don´t know why someone can deslike a great video like that. I say great because it is very well explained and very well produced.
Thank you very much!!! :)
The way you present each topics is amazing. Thank you so much, Sir
Thanks!
Josh - this was so good! Awesome job. I went to your site to see Study Guides. Do you have package price? That way we get all. And maybe in future come up with a visual study book focussed on ML topics.
I don't have a package deal price yet since I keep adding new Guides every two or three weeks. However, once I have a full set, I'll come up with a package price.
You are my favorite Teacher since i can watch you even when my mind full of stress.
Hooray! :)
Just when you expect Bam, you get Spam...
;)
Your videos are so meaningful and comprehensive! I’m your Chinese fans! Thank you so much!
Wow, thank you!
Not sure why you say "oh no" before a Terminology Alert. They are usually quite helpful :)
Thanks! :)
It is a slight offtrack from the main narrative. So shouting out loud terminology alert makes the viewers (me atleast) mindful that this is kind of a side note.
“Oh no” is not about terminology alerts. It is about terminology. There are a difference
Simple and clear Explanation Sir. I just Enjoy watching your tutorials and learning. The way you explain makes complicated stuff so simple. My respect and humble gratitude to you Sir 🙂 Thank you for your teaching. Keep teaching and keep inspiring many.
Thank you very much! :)
Your number1 fan here XOXO
Thanks! :)
Hi Josh,
You are the best teacher I have ever seen. I always enjoyed your stat quest videos and I enjoy your book as well. What a pleasure to learn from you
Thanks!
Josh is a Godsend for noobs like me. Why Google it when we've got StatQuest!
Please accept my BAM, milord.
BAM! :)
I hope one day I get lucky enough to have a research advisor or mentor of any kind like yourself. All your videos are worth gold. Thanks for the all the time you put in to us.
Wow, thank you!
Oh No!! Privacy alert!! ...since the algorithm needs to read the email to detect spam hahaha. Thanks Josh, great explanation!
Nice one! :)
Suitable one?
I have a test tomorrow and I’m cramming some information, your video has literally saved me so thank you.
Good luck! :)
The 45 dislikes are from the Nigerian Prince!
Awesome! :)
Don’t troll
Indeed this is the most easiest and intelligible way to remember. Thank You soooo much.
Glad you think so!
@@statquest Please make some more videos 😇
Saw this after scouring the internet for imputing nominal variables with other nominal features. Thanks for this 🙏
Thanks!
I normally get a bit annoyed with sponsorships in videos and/or self-plugs for other videos, but you are one channel where I have 0 problem with it. You put out such an amazing product and clearly care so much about the viewers that you can get away with anything haha. Great job on this video! Beautifully explained.
Awesome! Thank you!
Ohh my god..how patient u re..rplied to everyone..nd thnku for ur easy explaination..i have an final examination tomorrow...it helps i hope!!😊
Good luck! BAM! :)
Josh, you are the greatest thing that happened to me in 2021. Thank you for the walkthrough.
Thanks so much! :)
Yaar that's really awesome❤️ !!! By watching this 15 min video I am able to clear my hell lots of doubts!
Bam!
Your videos are awesome. Definitely one of the best teachers here on RUclips. Thank you for making such great content for us.
Glad you like them!
i don't know what to say... YOU HAVE A PURE TEACHING ABILITY
Thank you very much! :)
@@statquest i became also a BAM! level subscriber ! hope the community grows larger and larger
BAM!!! Thank you very much!!! :)
Heard a couple of your full-length original songs. I'm undecided whether you are a better teacher or musician. 🤩 (Star struck)
Wow, thank you!