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• 
  @jelenagaric104454 минут бұрын

  Double bam

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  @tigerfan3397Сағат бұрын

  BAM!

• 
  @agentgunnsoСағат бұрын

  Thank you so much!!! Love the sound effects and the jokes

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  @amirgorodetsky29472 сағат бұрын

  Amazing video, Thank you ! can I ask, How are the weights and biases being learnt in this example ? Thank you 🙏

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  @Johan-zs9xh3 сағат бұрын

  Excuse me, what is your code editor?

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  @mmkvhornet75226 сағат бұрын

  thanks for the video

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  @a.lex.6 сағат бұрын

  Hi StatQuest, you said that by scaling the inputs between 0 and 1 it makes the math easier, but what would change if the inputs were not scaled. Also great series of videos :))

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  @footballkingarabic3468 сағат бұрын

  Anyone watching this video on 2024 use ConfusionMatrixDisplay.from_estimator() instead of using plot confusing matrix() with the same parameters

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  @samlinus8368 сағат бұрын

  Seeing your face for the firsts time. You are such a gem to people interested in statistics and machine learning. Very simplified. If I wanna get some intuition before going deep into the text book in a very quick manner no doubt I'll watch stat quest. I wanna meet you at least once. Thank you so much man. Respect for you buddy.

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  @ricardoveiga0078 сағат бұрын

  Highly educational and entertaining! Thank :)

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  @veena_got7igot718 сағат бұрын

  Finally got it ❤

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  @statquest14 сағат бұрын

  bam! :)

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  @paulafromlodz19 сағат бұрын

  Amazing explanation and great voice! It is a pleasure to listen to You and all examples are funny. Live the pictures and examples. Thank you!

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  @statquest14 сағат бұрын

  Thank you very much!

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  @np585523 сағат бұрын

  BAM! 😎😂

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  @statquest14 сағат бұрын

  :)

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  @jeevankumarreddyravuru3346Күн бұрын

  Thanks for the great explination.

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  @statquest14 сағат бұрын

  You are welcome!

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  @skunkyrat2112Күн бұрын

  so whats the standard deviation of the mean of the means of the means called

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  @statquest14 сағат бұрын

  I believe that is exactly what it is called.

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  @skunkyrat211213 сағат бұрын

  @@statquest oh cool, stats are dope

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  @user-kc1hr5ug6dКүн бұрын

  why do you use 1:1 resampling instead of stratified resampling? The dataset contains 3.5 no_default:1 default. Does this affect SVM results?

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  @statquest14 сағат бұрын

  What time point, minutes and seconds, are you asking about?

• 
  @justmeajahКүн бұрын

  I have an exam in 3 days, yet now I am questioning why I didn't found this channel since the beginning of my semester............

• 
  @statquest14 сағат бұрын

  Good luck!

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  @justmeajah7 сағат бұрын

  @@statquest thank you!

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  @hamzabenhaddou6240Күн бұрын

  you are legen wait for it dary

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  @statquest14 сағат бұрын

  Thanks!

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  @bt78646Күн бұрын

  You are the boss

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  @statquest14 сағат бұрын

  Thanks!

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  @bhaviksuiya6600Күн бұрын

  "BAM" it's 5 years And still best explanation of ML "Double BAM" i discovered this channel 😆

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  @statquest14 сағат бұрын

  Thank you! :)

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  @mitrax2120Күн бұрын

  infinite BAM!!!

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  @statquest14 сағат бұрын

  :)

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  @angeltee8198Күн бұрын

  U R A LIFE SAVER, THANK U!!

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  @statquest14 сағат бұрын

  You're welcome!

• 
  @billr7046Күн бұрын

  Josh Starmer 2024

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  @statquest14 сағат бұрын

  :)

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  @abdulazizalhaidari7665Күн бұрын

  Great work, Thank you Josh, I'm trying to connect ideas from different perspectives/angles, Does the lambda here somehow related to Lagrange multiplier ?

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  @statquest14 сағат бұрын

  I'm not sure.

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  @raychan522Күн бұрын

  Thankssss!!!! Was wondering if our greatest Dr Starmer could come up with a video talking about CCA, Canonical Correspondence Analysis as welll!

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  @statquestКүн бұрын

  I'll keep that in mind!

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  @Angus-jd6ngКүн бұрын

  very clear and concise

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  @statquestКүн бұрын

  Thanks!

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  @GameChanger-vd6ebКүн бұрын

  Well I guess I know how to spend time learning Machine Learning this summer!

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  @statquestКүн бұрын

  bam!

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  @yigithangediz2769Күн бұрын

  excellent explanation. thank you

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  @statquestКүн бұрын

  Thank you!

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  @christmasisawesome9348Күн бұрын

  I wish you would do a series that teaches Linear Algebra. I love your style, and it should pair well with LA that's pretty dry by itself.

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  @statquestКүн бұрын

  I'll definitely keep that in mind. I do have one video that goes deeper into matrix multiplication (and explains why it is so funky) here: kzread.info/dash/bejne/jIiom8msd8bKdNI.html

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  @ArashBagherabadiКүн бұрын

  Dear Dr. Starmer, Thanks for answering my question regarding the use of transformers in genomics technology and also pronouncing my Persian name, Arash. You are great! I searched for the paper of Dr. Pinello and found the "DNA-Diffusion" preprint paper (related to Chromatin Accessibility and Gene Expression via Synthetic Regulatory Elements). Is that what you mean? You deserve the best and I really appreciate your time and efforts. Thanks again for your wonderful KZread channel. BAM!! Best, Arash

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  @statquestКүн бұрын

  Yes - I believe that is the manuscript - it might be that I misspoke and this wasn't an example of a transformer in genomics (and instead a diffusion model). That said, there are lots of uses of BERT (an encoder-only transformer) in omics. Just google. BAM! :)

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  @svensvensson36792 күн бұрын

  Our lecturer at the uni recommended us this video. I am amazed how simply it is put. Great job! Both funny and informative ❤

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  @statquestКүн бұрын

  Thank you!

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  @blueicer1012 күн бұрын

  after watching these videos I have no idea how my lectures actually manage to make their lecture boring and try literally gatekeep slides to increase attendance. like why not just teach the concepts properly.

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  @statquestКүн бұрын

  bam!

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  @Aa-fk8jg2 күн бұрын

  statquest's the best thing i ever found on the internet

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  @statquestКүн бұрын

  Thank you!

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  @pichazai2 күн бұрын

  this channel is the best resource of ML in the entire internet

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  @statquestКүн бұрын

  Thank you!

• 
  @ghopuram2 күн бұрын

  Hi Josh, quick question on the % interpretation of the r- squared. How can I interpret the percent in comparison to the whole, i.e. 100%? If I try n number of variables to explain y values and their individual r-squared sum up to 100% then can I interpret that these n variables together FULLY explain the variation in y? Why or why not? Appreciate it. @statquest

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  @statquest2 күн бұрын

  Is this a homework question?

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  @ghopuram2 күн бұрын

  @@statquest not really as I am done with school already :) . I was just thinking out loud as I went through the video. My interpretation is that those n variables CAN NOT account for 100% explanation of variation in y because it would mean that I have found a combination of n variables that explain a phenomenon. This would be the case as if I have found n variables that scientifically explain the variable y and I should be able to come up with an scientific equation. My guess is that the aggregation of % of r squared may be less than, equal to or more than 100% but can’t explain how. If you explain that with your magical video, it would benefit your audience, including myself. Thanks

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  @statquestКүн бұрын

  @@ghopuram Another thing to think about is that there is usually some amount of correlation among the "independent" variables (variables in the model that attempt explain the y-axis variable). And thus, there is overlap in the variation explained by each variable.

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  @ghopuramКүн бұрын

  @@statquest that makes sense. So multicollinearity must be identified for any model. Lesser the overlap, better is model prediction output.

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  @jiaxuzhang35272 күн бұрын

  Absolutely brillian videos!!! I watched everything from the 1st one to this one in the list and understood so many things that I never understood in schools. I love your videos so much!

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  @statquest2 күн бұрын

  Awesome, thank you!

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  @solosoul39102 күн бұрын

  what do you mean by reclusters based on the new means ?at 03:52

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  @statquest2 күн бұрын

  Each time it calculates the means, it tries to rebuild clusters. This is repeated until the clusters stop changing.

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  @javadfaraji14022 күн бұрын

  so awsome

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  @statquest2 күн бұрын

  Thanks!

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  @4018_ARJUN_DUDILE2 күн бұрын

  Clearly Explained!!

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  @statquest2 күн бұрын

  :)

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  @abdulrafay86202 күн бұрын

  Great Josh. May Almighty Allah reward you.

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  @statquest2 күн бұрын

  Thank you!

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  @clarithromycine-oo9qp2 күн бұрын

  Thanks , i need this it helped me save time please keep on making videos

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  @statquest2 күн бұрын

  Thank you!!!

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  @vivektanwar6283 күн бұрын

  Sir, Can you make videos related to Linear Algebra and Calculus, and add long detailed videos with questions and solutions of stats/algebra/calculus

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  @statquest2 күн бұрын

  I'll keep that in mind.

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  @vivektanwar6282 күн бұрын

  @@statquest you can start long videos live classes, we are ready to pay for that

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  @aravindbabum75943 күн бұрын

  This is the best introduction to Machine Learning that I can get! Thank you!!!

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  @statquest2 күн бұрын

  Thanks!

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  @blackmeteorite-rj3vw3 күн бұрын

  bro thank you for all that effort to simplify things

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  @statquest2 күн бұрын

  Thanks!

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  @smilefaxxe25573 күн бұрын

  🔥

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  @statquest2 күн бұрын

  Double :)

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  @smilefaxxe25573 күн бұрын

  🔥

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  @statquest2 күн бұрын

  :)

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  @khalidriaz17263 күн бұрын

  The videos are over-animated. You need to see at all times a reasonable chunk of the expression or picture you are talking about. Often, the animation forces the field of view to narrow to only the part the video creator thinks you need to see. This does not help comprehension at all. It would have been best to keep the animation simple, show a reasonable chunk of what you are talking about, and use simple highlighting if you wanted to emphasize something.

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  @statquest2 күн бұрын

  Noted!

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  @sofiasaoficial3 күн бұрын

  you saved me from losing 1 hour attempting to understand my imperceptible class slides. thank you!

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  @statquest2 күн бұрын

  Glad I could help!

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  @q_med43 күн бұрын

  Thank you very much♥️, but I want to know how you knew the p_value + Does the p_value decrease with the presence of more population in the test and vice versa + when can we say that the difference was due to chance? Please answer these three questions for me. I have an exam, and so far I don't differentiate anymore😢.

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  @statquest2 күн бұрын

  I'm not sure I understand your first question. The second one is answered in this video: kzread.info/dash/bejne/hKeXl9ynp7WbdqQ.html and the third one is answered in this video.

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  @q_med42 күн бұрын

  @@statquest Thank you for your answer🤍، I would like to know at what minute the answer to the third question was mentioned? because I watched the entire video and did not notice that.

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  @statquest2 күн бұрын

  @@q_med4 It starts at 4:32

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  @RheaBhalekar_3 күн бұрын

  You're a great teacher and a singer too . Double BAM!

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  @statquest2 күн бұрын

  Thank you! :)