Probability: Types of Distributions

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  • Опубліковано 4 січ 2025

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  • @365DataScience
    @365DataScience  4 роки тому +8

    👉🏻 Sign up for Our Complete Data Science Training with 57% OFF: bit.ly/31QAkMi

  • @n1senthil
    @n1senthil 4 роки тому +61

    The best part of this series is the clear English used without any accents. As an international person this helps me a lot in understanding the content. I look forward to watching all 365 Data Science videos. Also thank you very much for no advertisement breaks.

    • @TawhidShahrior
      @TawhidShahrior 2 роки тому +17

      Its a very subjective statement. Whats wrong with having accents? I dont ususally face problems understanding videos where speakers have accents lol

    • @jonahdantes4214
      @jonahdantes4214 2 роки тому +7

      @@TawhidShahrior subjective to only you and a small minority.
      too strong of any accent is hard to understand and is far away from the normal phonetics.
      think about the way english sounds in typical pop music. Even singers from the U.K or other parts of the world drop their accents and speak "clearly."
      Yes, "clearly" as in easiest to understand.

    • @AnotherBrownKid
      @AnotherBrownKid Рік тому +8

      No such thing as no accent

    • @ExplorewithHAROLD
      @ExplorewithHAROLD Рік тому +2

      Even if you speak native English, you still have an accent-the accent of the native speaker.

    • @sukiiea
      @sukiiea 10 місяців тому

      Everyone has an accent. Why does your comment feel backhanded

  • @Tuffadandem
    @Tuffadandem 5 років тому +58

    This video is pure gold. Thank you so much for sharing this! I'm a Mathematics major, presently undertaking Statistics courses and enjoying them.

  • @Manuj_Jha
    @Manuj_Jha 2 роки тому +13

    At 5:54, you said Chi squared distribution is skewed to the left. But this distribution is typically skewed to the right. The shape of this distribution depends solely upon degrees of freedom. As degree of freedom approaches 90, the chi squared distribution resembles the Normal Distribution.

  • @koshka02
    @koshka02 Рік тому

    This video did a better job explaining random variable distributions than my prof could do in 10 hours of Lecture.
    Very well done!

  • @NeidaJayus
    @NeidaJayus 4 роки тому +8

    Thanks! I finally understand the concepts behind the formulas that my lecturer has been teaching. what a relief!!

  • @rocar38
    @rocar38 3 роки тому +1

    This video really made the lightbulb light!!! Thank you.

  • @sahanashreeg611
    @sahanashreeg611 8 місяців тому

    Very Talented and skilled one 😮❤ A great teaching 😊 Thank you sir🙏

  • @ashokkumar7568
    @ashokkumar7568 3 роки тому +4

    Your presentation was great. It will be helpful if you guide how you make them.

  • @jackaddie7866
    @jackaddie7866 3 роки тому +3

    absolutely great video! I have been trying to figure out what my lecturer has been talking about for the past few days and you guys have saved me!

  • @138.samiakhan
    @138.samiakhan 3 місяці тому

    As a Statistics major student, this is life saver 😭💯

  • @mohamedabdilleh8858
    @mohamedabdilleh8858 Рік тому

    Way of Explaining and Summarizing concepts and its application of Distributiom is funnay and interesting to the learners watching other vedios.
    Thanks for contribution

  • @wilsvenleong96
    @wilsvenleong96 3 роки тому +3

    Pretty sure the chi-square distribution is typically right-skewed not left-skewed. 6:00

  • @raghuramireddykommerla6387
    @raghuramireddykommerla6387 4 роки тому +1

    The explanation is simple to understand...Thanks, @365 Data Science Department...Keep Going

  • @mileszhou3378
    @mileszhou3378 4 роки тому +1

    This channel is so underrated

  • @wolfrowell9435
    @wolfrowell9435 2 роки тому

    Outstanding didactics!! Congrats

  • @np9798
    @np9798 5 років тому +51

    Me: Ok, time to stop playing dota and get serious this semester, probability is no easy subject
    365 data science: For example, take a competitive esport, like dota 2
    Thanks 365, this really helps my addiction

    • @Davide_media
      @Davide_media 4 роки тому +4

      plot twist, playing Dota helps with learning probability

    • @lastyhopper2792
      @lastyhopper2792 Місяць тому

      install Cold Turkey program in your computer.

  • @humoaz6629
    @humoaz6629 2 роки тому

    Thank you so much. It was amazingly easy to understand. Good work.

  • @viccctv9106
    @viccctv9106 5 років тому +1

    Thanks for the content.
    Cheers from Bolivia

  • @chetnachauhan4025
    @chetnachauhan4025 2 роки тому +2

    How is the chi-square you are saying skewed to the left? In your picture it clearly looks right skewed

  • @kaungkhantaung5237
    @kaungkhantaung5237 3 роки тому

    What a good channel!!! 5 Stars.

  • @emilyj3850
    @emilyj3850 3 роки тому +1

    so helpful, thank you

  • @ANGAYARKANNI_A
    @ANGAYARKANNI_A 2 роки тому

    clear and great explanation

  • @YashodeepVaidya
    @YashodeepVaidya Рік тому

    Really good content... Great work

  • @rohittekchandani7778
    @rohittekchandani7778 4 роки тому +1

    Great value for time

  • @wz5445
    @wz5445 4 роки тому +3

    I like how in this video it briefly touches on all the distributions, thanks a lot! But one thing, you didn't really explain normal distri except saying that many real life examples use it..

  • @aknursarsenbay5865
    @aknursarsenbay5865 Рік тому

    thanks a lot for great explanation !

  • @highonsportzzz
    @highonsportzzz 4 роки тому +1

    Uniform Distribution, Bernoulli, BInomial, Poisson.
    Normal, T-Distribution, Chi-Square, Exponential, Logistics.

  • @brightmatthew3396
    @brightmatthew3396 5 місяців тому

    Thank you for sharing this informative video. I’m curious about the distribution pattern in the forex market. Assuming it’s represented graphically, what type of distribution does it exhibit?

  • @shivasrivastava89
    @shivasrivastava89 5 років тому +6

    Thankoy
    Can you make these videos more descriptive
    And how statistics is used in industry!

  • @riseacademyjinnahabadabbot894

    Simply outstanding

  • @gridcouncil
    @gridcouncil 3 роки тому +3

    Nice video... made things so easy to understand. At around 6 mins in the video, you mention that the Chi-squared distribution graph is skewed towards left. Should it not be skewed to the right? Please confirm. Thanks

    • @kasonk1692
      @kasonk1692 3 роки тому +2

      I had also the same question. I checked again and as you said that it should be mentioned right-skewed.

  • @naoletube6017
    @naoletube6017 3 роки тому

    Very good topic, Thank you very much!

  • @leechia-chen5972
    @leechia-chen5972 3 роки тому

    absolutely great video!!

  • @sangitadas2856
    @sangitadas2856 2 роки тому

    Tq so much ♥️

  • @nemeziz_prime
    @nemeziz_prime 2 роки тому

    Great video 👍🏻

  • @noureddinehorri7569
    @noureddinehorri7569 Рік тому

    thank your for this clear and informatives vedios, one question please, what about gaussian distributian,where can we classified it ?

  • @afrinsalimk9420
    @afrinsalimk9420 2 роки тому

    Thankyou sir.

  • @hiyabiswas8512
    @hiyabiswas8512 4 роки тому +1

    Thank you so much

  • @ashfaqpeerzade166
    @ashfaqpeerzade166 2 роки тому

    You look so good 😍 what a voice amazing skills ❤️

  • @blossbeats8035
    @blossbeats8035 3 роки тому

    Thanks this video helped a lot

  • @thankgodojomah274
    @thankgodojomah274 5 років тому +3

    HELPFUL THANKS

  • @nahabrz9190
    @nahabrz9190 4 роки тому +3

    When you work on stats for hours and found that video where he starts making an example with Lebron James, thank you man. + 1 like and + 1 follow

  • @emanabdelrazik8394
    @emanabdelrazik8394 3 роки тому

    spectacular!

  • @ranjanawaraich6378
    @ranjanawaraich6378 Рік тому

    very informative! Can you please tell me which distribution is used in formula equations to find let's say coefficient of friction

  • @parveenbanu5505
    @parveenbanu5505 5 місяців тому

    Superb

  • @midknight198
    @midknight198 4 роки тому +3

    5:59 Isn't this graph right-skewed?

  • @financialfreedoms-BMEK
    @financialfreedoms-BMEK 11 місяців тому

    thank you

  • @juansheikhany3549
    @juansheikhany3549 3 роки тому

    thanks guys

  • @aiswaryaaish1827
    @aiswaryaaish1827 5 років тому

    Very helpful...thank you

  • @sanjeevkumar-iw2lz
    @sanjeevkumar-iw2lz 3 роки тому

    perfect♥️

  • @secretnobody6460
    @secretnobody6460 8 місяців тому

    I can assure you that my teammates in dota doesn't give a fck about the win probability because they are fckn around during the first 10 mins 😂

  • @raisulalam6051
    @raisulalam6051 3 роки тому

    Awesome ...

  • @damiann4734
    @damiann4734 3 роки тому +4

    If I have the race time/speed of runners, what sort of distribution would fit such data? Chi squared distribution skewed to the left and non negative. What is the distribution for data skew to the right?

  • @vijayalakshmilakshmi9227
    @vijayalakshmilakshmi9227 4 роки тому

    U r so kind😜

  • @honeybee-fp6bx
    @honeybee-fp6bx 2 роки тому

    2:12
    consider flipping a coin. both heads and tails are equally likely. why are not they then falling in the category of discrete distributions?

  • @Kalicopertube
    @Kalicopertube 3 роки тому

    is this full course available on udemy?

  • @simfinso858
    @simfinso858 3 роки тому

    Which Distribution should we use to predict General Assembly Elections of a country? For winning a single candidate or which party will gain majority?

  • @donotbebiased6987
    @donotbebiased6987 3 роки тому

    While calculating probability do we care about order of distribution?

    • @oberlinio
      @oberlinio 2 роки тому

      The simulated distribution array (list of values) itself might not be sorted, but when you histogram it, it of course would have an order: y axis the count, x the measure binned

    • @donotbebiased6987
      @donotbebiased6987 2 роки тому +2

      @@oberlinio tx for clearance

  • @asdfasdfwae
    @asdfasdfwae 2 роки тому +1

    Great Video ,
    now how do i boost my mmr?

  • @carolinengesa5261
    @carolinengesa5261 2 роки тому

    Great

  • @FarhanArRafi
    @FarhanArRafi 10 місяців тому +1

    The chi-square distribution is right-skewed. Not left skewed.

  • @rakshyashrestha319
    @rakshyashrestha319 2 роки тому

    Which distribution should we use if we have to select exactly 2 out of 4 sample having certain probability?

  • @bhumanyusingh6347
    @bhumanyusingh6347 2 роки тому

    Is chi square skewed to left or skewed to right?

    • @johandegroot7791
      @johandegroot7791 2 роки тому

      He says in the video it is skewed to the left, where as I think it is skewed to the right ???

    • @bhumanyusingh6347
      @bhumanyusingh6347 2 роки тому +1

      @@johandegroot7791 yeah. I checked. It is skewed to the right.

  • @electromagneton8707
    @electromagneton8707 5 років тому +2

    I just now completed my school.I am planning of studying Data Science.

  • @thebestlutongkapampangan7694
    @thebestlutongkapampangan7694 4 роки тому

    Informative. See u around.

  • @richardsabol6478
    @richardsabol6478 2 роки тому

    Isn't chi-squared right skewed?

  • @dgangadhar5347
    @dgangadhar5347 4 роки тому

    Super

  • @martynasvenckus423
    @martynasvenckus423 3 роки тому

    Is flipping a coin an example of uniform, or binomial distribution?

  • @khaledsrrr
    @khaledsrrr Рік тому

    Oh my god!! The asymmetric Chi-squared distribution does not mirror real life events 🤦‍♂️🤦‍♂️🤦‍♂️🤦‍♂️🤦‍♂️ 5:59 😮😮😮😮it is what really matter. It should be the only thing to focus on in real life!!! 5:59

  • @МаралМаксутова-к5б
    @МаралМаксутова-к5б 4 роки тому +1

    Thaaaaaanks

  • @dianadavinci5634
    @dianadavinci5634 3 роки тому +3

    Wow 🤩 Ure so cute

  • @StockSpotlightPodcast
    @StockSpotlightPodcast 4 роки тому

    Great stuff, although you left out a lot of continuous distributions!

  • @richardtapelseth
    @richardtapelseth 4 роки тому +1

    Typically skewed to the right?*

  • @adetya
    @adetya 4 роки тому

    Geometric distribution ??

  • @khaledsrrr
    @khaledsrrr Рік тому

    That's not correct. In nature what matters is the outliers. The normal distribution is ok for the weight of the bears. Do not say in nature. Say the weight of the bears can be normally distributed 4:09

  • @leonkituyi3935
    @leonkituyi3935 2 роки тому

    I always forget about probability

  • @rainbow-kj3ks
    @rainbow-kj3ks 7 місяців тому

    Introduction to Probability Language
    ua-cam.com/video/eqxozuUebaM/v-deo.html

  • @omkar881
    @omkar881 3 роки тому +1

    You have explained everything instead of showing actual distributions!

  • @abhinavmishra9401
    @abhinavmishra9401 4 роки тому +2

    Great work! But why is the probability of an international student becoming a captain is false? Why such pretexts?

  • @SampleroftheMultiverse
    @SampleroftheMultiverse 6 місяців тому

    Thanks for your interesting video.
    In the video below I buckle up a spring sheet of material. The shape looks like a flat bell shape or sine wave curve. It is bounded on the ends. I stress or compress it from the vertical axis.
    Is there any analogy in statistics that this models?
    I also do it in a V-shaped pattern.
    People say I am just plucked guitar strings. I said you can not make structures with vibrating guitar strings or harmonic oscillators.
    ua-cam.com/video/wrBsqiE0vG4/v-deo.htmlsi=waT8lY2iX-wJdjO3
    In the model, “U” shape waves are produced as the loading increases and just before the wave-like function shifts to the next higher energy level.
    Over-lapping all the waves frequencies together using Fournier Transforms, I understand makes a “U” shape or square wave form.
    If this model has merit, seeing the sawtooth load verse deflection graph produced could give some real insight in what happened during the quantum jumps.
    You can reproduce my results using a sheet of Mylar* ( the clear plastic found in school folders.

  • @Captinofthemudslayer
    @Captinofthemudslayer 3 роки тому

    how would you do this
    Say you started a UA-cam channel about a year ago. You’ve done quite well so far and have collected some data. You want to know the probability of at least x visitors to your channel given some time period. The obvious choice in distributions is the Poisson distribution which depends only on one parameter, λ, which is the average number of occurrences per interval. We want to estimate this parameter using Maximum Likelihood Estimation.
    Simulate 100 visits to your youtube channel, assuming that they will a Poisson distribution with a mean of 10 visits per minute. Plot the arrival time vs visitor index.

    • @oberlinio
      @oberlinio 2 роки тому

      I think you just told us how

  • @freddyb3380
    @freddyb3380 4 роки тому

    Lol yall didn't have to do Lebron's hairline like that tho

  • @mohsenabdelaziz9476
    @mohsenabdelaziz9476 3 роки тому

    i love u

  • @himamsuperfect9605
    @himamsuperfect9605 5 місяців тому

    I didn't get head in any of the chances(in life)😒😪😔

  • @SVP-uy9qb
    @SVP-uy9qb 4 роки тому

    URV gang

  • @scarfo441
    @scarfo441 2 роки тому

    I still don't understand what us meant to "distribute" a price...I can't advance until I can fully explain what us meant by distribute

  • @asiangirlhost2560
    @asiangirlhost2560 4 роки тому

    pls use common examples not games as not everyone knows every game

  • @chancegoondavis3986
    @chancegoondavis3986 Рік тому

    puwasungh

  • @gayathrir9810
    @gayathrir9810 5 місяців тому

    hi handsome you are awesome

  • @quinattasneemrafique536
    @quinattasneemrafique536 2 роки тому

    I was 23 year old when I knew Poisson is pronounced as plason🤥

  • @jakeaustria5445
    @jakeaustria5445 2 місяці тому

    Thank You