What is Standard Deviation and Mean Absolute Deviation | Math, Statistics for data science, ML

Standard deviation and mean absolute deviation are used in statistics to measure how far apart individual data points are from the average or mean. In this video we will understand these two concepts by taking a simple example of math and history test scores.
Check our Math and Statistics course for Data Science here : codebasics.io/courses/math-an...
Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses.
Math/Stats for Data science, ML playlist: • Mathematics, statistic...
🌎 Website: codebasics.io/
🎥 Codebasics Hindi channel: / @codebasicshindi
#️⃣ Social Media #️⃣
🔗 Discord: / discord
📸 Instagram: / codebasicshub
🔊 Facebook: / codebasicshub
📱 Twitter: / codebasicshub
📝 Linkedin (Personal): / dhavalsays
📝 Linkedin (Codebasics): / codebasics
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

Пікірлер: 154

  • @codebasics
    @codebasics2 жыл бұрын

    Check our Math and Statistics course for Data Science here : codebasics.io/courses/math-and-statistics-for-data-science

  • @imabdulsamad
    @imabdulsamad3 жыл бұрын

    So happy to see that you're making videos related to data science keep it up.

  • @voyaginghopian1316
    @voyaginghopian13162 жыл бұрын

    Struggling to write a lab report and this really helped. Thank you!

  • @raf22nd
    @raf22nd Жыл бұрын

    Thank you for a great example! First time I fully understand what the concept and math are all about

  • @sejalanand23
    @sejalanand233 жыл бұрын

    Never been more excited to learn Maths and Stats

  • @siddharudtevaramani1055
    @siddharudtevaramani10553 жыл бұрын

    Your presentation is so good and makes the concert simple

  • @waelsalahuddin4062
    @waelsalahuddin4062 Жыл бұрын

    The best explanation so far, I found on the KZread. Thanks,

  • @harshsawant4946
    @harshsawant4946 Жыл бұрын

    One of the best vdo that explains standard deviation so correctly..i love your content ...keep making such vdos...

  • @kitsanawaiyamai8521
    @kitsanawaiyamai85213 жыл бұрын

    Really love for what you contribute to data science field !!!

  • @aravindgoli9407
    @aravindgoli94072 жыл бұрын

    Clearly explained...Thank you so much

  • @rassikaramanathan6083
    @rassikaramanathan60833 ай бұрын

    absolutely awesome explanation!! Thank You!

  • @tariq_mehmood
    @tariq_mehmood3 жыл бұрын

    how easily you made the concepts clear!!

  • @CheatBuddy
    @CheatBuddy2 ай бұрын

    You are an absolutely brilliant teacher, this video is most likely the best explanation of standard deviation on this platform

  • @286pankaj
    @286pankaj2 жыл бұрын

    A Perfect Explanation. Thanks.

  • @Girish-pv6yo
    @Girish-pv6yo2 ай бұрын

    Beautifully explained ❤❤❤❤❤

  • @sudeshchinthaka9120
    @sudeshchinthaka9120 Жыл бұрын

    Thank you very much...cleared all doubt...

  • @akashdutta6982
    @akashdutta69822 жыл бұрын

    seriously, well explained

  • @jatinjatin484
    @jatinjatin48417 күн бұрын

    found exactly what i was looking for. Thanks sir.

  • @nawaz_haider
    @nawaz_haider6 ай бұрын

    Better than any other videos on youtube.

  • @fancy1190
    @fancy11902 жыл бұрын

    That helped me understand! Thank you!

  • @mvcutube
    @mvcutube3 жыл бұрын

    I have not seen such a nice explanation of significance of standard dev. Thank you

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @alidakhil3554
    @alidakhil35542 жыл бұрын

    Brilliant as usual

  • @stellaunya5192
    @stellaunya5192 Жыл бұрын

    very clear explanation. thank you so much

  • @tryhard7613
    @tryhard76139 ай бұрын

    Love it killer explanation

  • @ahmedtawfiq3625
    @ahmedtawfiq36253 жыл бұрын

    These contents should have much more views !

  • @ChitranshSagarMTAIE
    @ChitranshSagarMTAIE3 жыл бұрын

    I am ready with my notebook, pen and laptop :) cant wait more ....:)

  • @shreyas_._
    @shreyas_._3 жыл бұрын

    You're such a nice person talk maths extreme politely since maths is explicit for me 🔥.I wish this channel reach a good stand on yt.❤️

  • @ahmedtawfiq3625
    @ahmedtawfiq36253 жыл бұрын

    Thanks for the great explanation 👏🏼👏🏼👏🏼🙌🏼🙌🏼🙌🏼

  • @rameshsWorld
    @rameshsWorld Жыл бұрын

    Sir...after 32 years of my age I understood standard deviation today🤪👍

  • @arhaanakhtar3568

    @arhaanakhtar3568

    6 сағат бұрын

    You are an idiot if you still require to learn this bullshit

  • @shynip3229
    @shynip32293 ай бұрын

    Really helpful 👍

  • @technicalhouse9820
    @technicalhouse9820 Жыл бұрын

    Sir Thank you much. I have no word to explain my love for your videos.

  • @devpatel7218
    @devpatel72182 жыл бұрын

    This video is really helpful. Thank you sir

  • @ahmedtawfiq3625
    @ahmedtawfiq36253 жыл бұрын

    Super useful 👏🏼

  • @darshan5945
    @darshan594510 ай бұрын

    Fantastic explanation

  • @shubhangimahabole5210
    @shubhangimahabole521010 ай бұрын

    Made easy to understand 👍🏻

  • @mehediazad1780
    @mehediazad1780 Жыл бұрын

    Thank you, sir. easy to understand.

  • @dharmendrasharma2144
    @dharmendrasharma21442 жыл бұрын

    Very nicely explained

  • @pranav_pradeep
    @pranav_pradeep Жыл бұрын

    Thank you for explaining the concept. Everyone know the equation of variance, standard deviation and how to calculate it. But my question was what does this number actually means? This video explains it well.

  • @60pluscrazy
    @60pluscrazy2 жыл бұрын

    Wonderful explanation 👌

  • @charmindesai3730
    @charmindesai37302 жыл бұрын

    Awesome Explanation, just loved it. Very simply explained. Why can we have the same in college/universities !!!

  • @echtr
    @echtr2 жыл бұрын

    really thanks for these videos. i learning too much knowledge for data science and i developing my english.

  • @sujeshlx
    @sujeshlx Жыл бұрын

    Very help full

  • @Amankhan-gj8pl
    @Amankhan-gj8pl9 ай бұрын

    good job and good explaination

  • @shivamkushwah2162
    @shivamkushwah21623 ай бұрын

    I was struggling to understand standard deviation and this guy taught me in 8 min

  • @manishakanase483
    @manishakanase4833 жыл бұрын

    Thank you sir it's very easy to understand with an example. It would be great if you'll do more insights on Hypothesis testing as well.

  • @masoomakram4270

    @masoomakram4270

    2 жыл бұрын

    Agree.

  • @liuuu534
    @liuuu53410 ай бұрын

    Thank you so much 😊

  • @javshah105
    @javshah1052 жыл бұрын

    Thanks a lot for this great information...

  • @sarthakkhanna9903
    @sarthakkhanna99038 ай бұрын

    It only took you 8 minutes. Voila! Some teachers unable to explain in 8 years

  • @warriorwulf462
    @warriorwulf4622 жыл бұрын

    Tq very much sir !!

  • @anandshaw-ie3qk
    @anandshaw-ie3qk8 ай бұрын

    sir You understand very well 😊😊

  • @Formula3F
    @Formula3F2 жыл бұрын

    Thank you so much sir.....

  • @sanketpatil3698
    @sanketpatil36982 жыл бұрын

    Thanks 😊

  • @muhammadnauman1454
    @muhammadnauman14543 жыл бұрын

    Great Explanation

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad you liked it

  • @obssawega3084
    @obssawega30842 жыл бұрын

    Thank you

  • @ParulBedi
    @ParulBedi3 жыл бұрын

    most comprehensive video explanation on Standard deviation. ✌️👌👍👍

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @DLN-ix6vf
    @DLN-ix6vf Жыл бұрын

    Thank you very well explained and easy to follow; I think when that famous man was once quoted in saying "if you can't explain something in simple form maybe you don't understand it yourself" he was thinking of you. Good simple explanation ! ps: that was Einstein I precision shoot rifles and the SD now is a big issue and discussed when collecting an array of numbers. Only question I ask now is when someone says the SD is very low for a set of target hole variations calculations I ask compared to what ? No-one has an answer for that.

  • @saivamshi1768
    @saivamshi17683 жыл бұрын

    Please keep posting videos of this series

  • @keynotesl
    @keynotesl3 жыл бұрын

    thank you sir. it's very very clearly explained.

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @jyotimahajan997
    @jyotimahajan9973 жыл бұрын

    Great and simple explanation

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @izharkhankhattak
    @izharkhankhattak3 жыл бұрын

    Good job, Sir!

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @rochelleyauieb9292
    @rochelleyauieb92922 жыл бұрын

    Thanks

  • @ahmedtawfiq3625
    @ahmedtawfiq36253 жыл бұрын

    Great content 😍🙌🏼

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad you liked it!!

  • @MLDSInsights
    @MLDSInsights3 жыл бұрын

    What a beautiful and simple explanation. I always faced problem in SD. But now I'll never forget. Please increase video upload frequency.

  • @codebasics

    @codebasics

    3 жыл бұрын

    👍☺️

  • @ahmedtawfiq3625
    @ahmedtawfiq36253 жыл бұрын

    Thank you for your amazing videos

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad you like them!

  • @gamingsiddhant1184
    @gamingsiddhant11843 ай бұрын

    thanks

  • @sunilkolla7058
    @sunilkolla70583 жыл бұрын

    You are a Simple style Super star.

  • @codebasics

    @codebasics

    3 жыл бұрын

    I am happy this was helpful to you.

  • @zuhrajb381
    @zuhrajb3813 жыл бұрын

    Thank you very much for very useful video clip .

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @4edu468
    @4edu4683 жыл бұрын

    I'm waiting for new video in deep learning playlist sir

  • @matams790
    @matams79010 ай бұрын

    thankyou

  • @binaykumar1616
    @binaykumar16163 жыл бұрын

    Nicely explained 👌

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad you liked it

  • @letsexplorewithzak3614
    @letsexplorewithzak36143 жыл бұрын

    Good revision for individuals & well explanation between average, Mean average deviation (MAD), and standard deviation. The video would have been called perfect if the last 5 min (formulae) elaborated, for beginners, it can be difficult to comprehend from different fields. example: submission steps - how do they look on board? PS. Totally understand time constrain & just referring to your previous videos the way depth of explanation.

  • @akshayjain8841
    @akshayjain88413 жыл бұрын

    Sir you are a awesome teacher 😀

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @159_vivekpatel5
    @159_vivekpatel53 жыл бұрын

    Imagine heart from @codebasics

  • @pragadheeshbabu7977
    @pragadheeshbabu7977 Жыл бұрын

    Thank you guru very nice explanation I'm getting the difference between variance and SD all peoples simply said with square root and w/o square root...but i actually need the layman terminologies of both variance and SD

  • @Random-hc7py
    @Random-hc7py2 ай бұрын

    Best vedio

  • @dns_error
    @dns_error2 жыл бұрын

    Good Shyt. Thanks for explaining the formation of the formula. That's where Indian teachers fail.

  • @datascience3008
    @datascience30082 жыл бұрын

    Tnx sir

  • @ravidawade5178
    @ravidawade51783 жыл бұрын

    Wow sr great explained, in-depth fundamental why we do sqare and why we need standard deviation instead of mad🙏👍

  • @codebasics

    @codebasics

    3 жыл бұрын

    Glad it was helpful!

  • @patilbhavana6411
    @patilbhavana64113 жыл бұрын

    do complete statistics videos

  • @vinoths7140
    @vinoths714010 ай бұрын

    I'm curious to know when you will release your data science course?

  • @joysonvernerdcosta5593
    @joysonvernerdcosta559316 күн бұрын

    Hi @codebasics. Very nice explanation about MAD and SD. What happens if we use SD when the data is not normally distributed. At 7.33 minutes it states that using SD has nice properties. What are those nice properties?. A step-by-step method on when to use SD and when to use MAD on data points will be helpful. Thank you :)

  • @deepakdadlani9284
    @deepakdadlani92843 жыл бұрын

    Sir the words are not enough to appreciate your efforts... but first teach us how to stay calm nd compose like you while doing work :)

  • @dns_error

    @dns_error

    2 жыл бұрын

    Smoke weed

  • @nailashah6918
    @nailashah6918 Жыл бұрын

    Sometimes we describe MAE in terms like 'The overall mean absolute error (MAE) of the 49 subjects was 0.911 ± 1.65.' Can u plz explain what does that mean of +,- with some number

  • @krishnapatel917
    @krishnapatel917 Жыл бұрын

    Thankyou so much for making python and power bi courses, I purchase it, and I really like it. I learn real time project how to be done in the company. Now, I have confidence that I can do something in this field. Can You make a course for how statistics use in data science? It would really help us. Thankyou in advance.

  • @ungnomeuser9624

    @ungnomeuser9624

    Жыл бұрын

    Yes please!!!

  • @slayer_dan
    @slayer_dan3 жыл бұрын

    Yeah there is Stat quest, there is Luis Serrano but don't forget in the same line there is Dhaval sir...!!! Mit liebe aus Deutschland ✌❤

  • @carlasofia5048
    @carlasofia50486 ай бұрын

    Thanks so much for this video, it made the concept a lot clearer. I do have a question however, I don't know if I'm miscalculating but for the 4th table, wouldn't the score avg. be 71, which would change the MAD to 4? Because if you add up the scores (83+70+70+63+70+70), you get 426, divided by 6 (number of students), it's 71. Right?? Or am I missing something? And then for the abs. column it would change to: 12, 1, 1, 8, 1, 1; that totals 24. 24 : 6 = 4 for our MAD. Could somebody verify this or explain where my logic is off please?

  • @niteshbutola8753
    @niteshbutola87533 жыл бұрын

    very nice explanation with pictorial representation can u pls make complete statistics playlist many many thanx Sir

  • @codebasics

    @codebasics

    3 жыл бұрын

    Sure I will

  • @sivaramgoli7030
    @sivaramgoli7030 Жыл бұрын

    Ur my god sir

  • @RahulKumar-lv9yz
    @RahulKumar-lv9yz3 жыл бұрын

    How can I find mean and variance of probability distribution using python? I have mentioned a problem below. Thanks in advance! The number of times I go to the gym in weekdays, are given below along with its associated probability: x = 0, 1, 2, 3, 4, 5 f(x) = 0.09, 0.15, 0.40, 0.25, 0.10, 0.01 Calculate the mean no. of workouts in a week. Also evaluate the variance involved in it.

  • @reserch1098
    @reserch10983 жыл бұрын

    Hi do you implement any hybrid machine learning models? collaborative filtering, rule based classification, and association rule coding...

  • @shrihanscreativeworld8813
    @shrihanscreativeworld881310 ай бұрын

    Excellent content, I am searching for Machine Learning course on your platform, but I think Machine learning course is not there yet, Is there live training on Machine Learning and Data Science Available ?

  • @sosohhu
    @sosohhu Жыл бұрын

    4:26 but the mean shouldn't be 70 on second distribution..

  • @MLLearner
    @MLLearner4 ай бұрын

    00:03 Mean Absolute Deviation and Standard Deviation measure the spread of data points from the average. 01:05 Standard Deviation measures the spread of data points from the average. 02:10 Calculating standard deviation helps understand the spread of data. 03:18 Mean Absolute Deviation (MAD) measures the spread of data points. 04:24 Mean Absolute Deviation (MAD) may not accurately represent data distribution. 05:19 Standard deviation measures the spread of data points. 06:27 Standard deviation is an important concept in data science and statistics 07:24 Understanding l1 and l2 norms in statistics and machine learning Crafted by Merlin AI.

  • @entertainclips6006
    @entertainclips6006 Жыл бұрын

    Hii!!! I have a doubt that here we have taken 2 data set, So that by comparing we told that one data set have more scatter from mean. What if we take one data set, how can we know we have more scatter from mean(If exsist) ??

  • @me_hu_mehul
    @me_hu_mehul9 ай бұрын

    Is it right that division of M.A.D. and standard deviation gives arithmetic mean ? If yes, please explain

  • @mohammadashour2993
    @mohammadashour2993 Жыл бұрын

    can I get the presentation?

  • @Anonymous-md4ql
    @Anonymous-md4ql3 жыл бұрын

    So what's difference between mad and regression?

  • @notbot7818
    @notbot78182 жыл бұрын

    5:31 if i add few more person with 70 mark then even stander deviation again become near to mean deviation so how it is full proof concept thus in that case variablity is compare by coefficient of variance

  • @bluedezagency3501
    @bluedezagency35013 жыл бұрын

    Great Tutorial, I know now what is Standard Deviation, but why should I know how far the data are from average, I mean what is the use of it?

  • @codebasics

    @codebasics

    3 жыл бұрын

    The use of it is to removal outliers

  • @bluedezagency3501

    @bluedezagency3501

    3 жыл бұрын

    @@codebasics so the higher the number the more outliers we have?

  • @moon-xu9us
    @moon-xu9us2 жыл бұрын

    OH MY GOD , ALL THIS TIME I WAS THINKING WHY THE PUCK SHOULD I LEARN STD, THIS CHITS DOESN'T HAVE ANY REAL LIFE IMPACT.AND NOW I SEE YOUR VIDEO x.X

Келесі