Practical Statistics for Data Scientists - Chapter 1 - Exploratory Data Analysis

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  • Опубликовано: 27 дек 2024

Комментарии • 222

  • @ITsoKAY_15
    @ITsoKAY_15 7 дней назад

    I'm just starting a Data scientist apprenticeship, I just came across this. And I appreciate it so much

  • @emmanuelczarpascua6721
    @emmanuelczarpascua6721 2 года назад +27

    Thank you Shashank, I followed your data analyst roadmap and I was able to get a job as a data analyst even before completing all the recommended topics to go through. I forgot about it in the last couple of months. I am currently learning machine learning but felt that I don't really knew much of statistics and it became a limiting factor in learning ml. thank your for this video on stats. :)

  • @HarpreetSingh-zy2gj
    @HarpreetSingh-zy2gj 3 года назад +2

    This is success when some foreigners as well as Indians want to learn from you and yours channel

  • @allandavid8684
    @allandavid8684 Год назад

    I haven't watched your video yet but I'm just commenting for the algorithm because you're such a life saver. I'm currently going through your road map. I'll comment again once I've seen the whole video though!

  • @yochillfelix
    @yochillfelix 3 года назад +22

    why would you take the time to do this? You are such a kind soul!!! Thank you so much! I can't believe that your teaching this book! Patreon subscribed!!!

  • @davidyolchuyev2905
    @davidyolchuyev2905 2 года назад

    i was gonna pay a statistician for explaining to me the data interpretation of the difference between the average and the trimmed mean 60$ per hour, and then i found your video. The best thing is that I am also reading this book. What a great source. Thank you.

  • @bluelantern5241
    @bluelantern5241 2 года назад +3

    You're really good at explaining things and speaking clearly. I appreciate this content very much

  • @tolulopeadetola1070
    @tolulopeadetola1070 3 года назад +3

    I just started following you few hours ago, I can tell that your channel is very practical
    Thank you for sharing hands on knowledge with us, I value and appreciate it.
    Keep it up

    • @d4tset785
      @d4tset785 3 года назад

      Hi Tolulope, would you like to join a study group?, I’m starting on Data engineering.

    • @confidential303
      @confidential303 3 года назад

      @@d4tset785 what does data engineering do?

  • @online.hustle
    @online.hustle 10 месяцев назад

    Thank you!!! So much better than reading the book.

  • @Scoville95
    @Scoville95 3 года назад +45

    Technically not a strenuous subject but deriving meaning and reasoning from EDA is another thing! Great video!

  • @steveea6744
    @steveea6744 3 года назад +21

    I recently discovered your channel and I wish I would have found it a while ago.
    I wish to become a data analyst, soon. I don’t have experience (which I know and hope to change that soon) but I’m trying to obtain as much knowledge, tips and resources as I can and your channel has been helpful. I thank you for that.

    • @George-jz7qy
      @George-jz7qy 3 года назад

      Maybe we can work together because we on the same page

    • @nijagunadarshan2529
      @nijagunadarshan2529 3 года назад +2

      Hi Steve and George, are you interested in making a study group? We can discuss and learn from each other.

    • @George-jz7qy
      @George-jz7qy 3 года назад +2

      @@nijagunadarshan2529 that would be a great idea i think if we learn from each other it will quicken the process and will keep us motivated

    • @Bhatt4924
      @Bhatt4924 3 года назад +1

      pls make a study group

    • @George-jz7qy
      @George-jz7qy 3 года назад +1

      @@Bhatt4924 ok i will make one just give me by end of day and will send you link

  • @mizzchoc10
    @mizzchoc10 3 года назад +19

    Statistics is my weakness. So happy you are covering this! I always get motivated when I watch your videos, you have a way of explaining complicating things in a simple way.

  • @ResilientFighter
    @ResilientFighter 3 года назад +6

    love your channel and love how your going through the different books.

  • @mr.r_r7199
    @mr.r_r7199 3 года назад +13

    this book has been on my to read list for a while, glad to see someone covering and explaining it

    • @confidential303
      @confidential303 3 года назад +1

      it is a such a low quallity book , I dont consider it as a book more as a annotation.

  • @mr_amit_bhat
    @mr_amit_bhat 3 года назад +1

    Thanks. Wanted exactly this kind of a video to actually grasp what we read.

  • @khushiagarwal5249
    @khushiagarwal5249 3 года назад

    I really like the way you've made notes on the book!

  • @syusyu28
    @syusyu28 3 года назад +4

    I have the same book! Recently I started learning. I will keep watching your channel.🙂 please continue this series 🙏

  • @the0golden0men
    @the0golden0men 2 года назад

    46:28 correction an outlier is 8 or more not 10 because the box plot went to 7,5 and the first outlier was 10 (that's why he made the mistake). Since you can't get half a gold medal, when a country gets 8 medals, the country starts to become an outlier.

  • @thefighterjett2614
    @thefighterjett2614 3 года назад +1

    I need to comment more on your videos, they help me so much. It slips my mind but I’m working on it. Take that algorithm!!! Also thanks Shashank for pushing these videos out so quickly and sticking to your word. I remember you said you’d start these in a week and you posted Chapter 1 within days. Very Inspiring brother

  • @tishakozlov9065
    @tishakozlov9065 3 года назад +2

    Hello Shashank, I am a student from Russia, currently on my first year of university. I discovered your channel couple mohtns ago and literally every video i have seen since then was awesome! Thank you so much! My dream of becoming a data analyst is becoming more and more real. Keep going!

    • @nijagunadarshan2529
      @nijagunadarshan2529 3 года назад +1

      Hello there, are you a beginner if so can make a study group?

  • @americovaldazo4441
    @americovaldazo4441 2 года назад

    This video is pure gold for every data scientist. Thank you.

  • @mrCetus
    @mrCetus 2 года назад +1

    This is what I need! I'm going over stats with Khan Academy right now and this is going to be a great supplement to that. Thanks again for these videos as always!

  • @mattdone3094
    @mattdone3094 3 года назад +1

    Awesome vid Shashank. I took an elementary statistics class in my community college but I finished the first chapter and it covers some very useful metrics and visualizations. Thank you so much for spreading the knowledge at no cost.

    • @ShashankData
      @ShashankData  3 года назад +4

      Of course! I spent way too much on my college education so want to help spread knowledge as cheaply as possible

    • @shanc3734
      @shanc3734 Год назад

      God bless you! What a sweet heart you are! Thank you Very,very much!

  • @AdarshKumar-sj5dn
    @AdarshKumar-sj5dn 3 года назад

    Very useful video Shashank Kalanithi. Thank you sharing your knowledge.

  • @priyendupant5941
    @priyendupant5941 3 года назад +1

    Awesome stuff, No hesitation whatsoever in becoming a patreon

    • @ShashankData
      @ShashankData  3 года назад

      Thank you so much for the support!

  • @kunalharia8524
    @kunalharia8524 3 года назад

    at 46:44 when looking at boxplot - you used "outlier" - perhaps better to say "suspected outlier"?

  • @bergkampthagoat
    @bergkampthagoat 2 года назад

    For the weighted median you can use the weightedstats library btw

  • @maharsajjad7184
    @maharsajjad7184 2 года назад

    Thanks for making a video on this book ..... I am thinking of starting to read this book.

    • @ShashankData
      @ShashankData  2 года назад +1

      It's a great book! Thanks for checking out my video Mahar!

  • @kanishkadubey6765
    @kanishkadubey6765 3 года назад +1

    Thank You for such a useful video. It do helped me alot. Moving ahead to Chapter2 now with the help of your video.
    Thanks a ton !!

  • @yourfinancialanalyst
    @yourfinancialanalyst 2 года назад

    I am going to cover this playlist...please keep bringing

  • @chipile
    @chipile 2 года назад

    Excellent explanation! subscribed for life!

    • @ShashankData
      @ShashankData  2 года назад

      Thank you so much for the kind works Abisai!

  • @jetjet6560
    @jetjet6560 3 года назад

    Damn I could not have gotten a better time to find this channel! The quality and content is really good dude :)

  • @ganeshhegde4049
    @ganeshhegde4049 2 года назад

    Thanks for sharing this , great job !

  • @kirand.4122
    @kirand.4122 2 года назад

    Not a crib comment but 1:01:40 in a bar chart you exchanged ylabel and xlabel.

  • @jayanthinathanmohanrajan713
    @jayanthinathanmohanrajan713 3 года назад +3

    Could you create a statistics playlist and cover these things under it??

  • @shubhamdandekar20
    @shubhamdandekar20 3 года назад

    I love your videos and the way you explain things is so good. Keep it up.

  • @tjbroussard3524
    @tjbroussard3524 3 года назад

    Please keep this going!

  • @Drganguli
    @Drganguli 2 года назад

    Great video and thanks for putting up

  • @ludgerderyce7312
    @ludgerderyce7312 3 года назад

    Great Content Can't wait for the subsequent chapters... ALSO thanks for going over your search methods online very useful...

    • @ShashankData
      @ShashankData  3 года назад

      Thanks so much, the next video is out now :)

  • @opiquez
    @opiquez 3 года назад +3

    Hi Shashank, per the book: you can run the .value_counts() method on the pd.cut() result and it'll get you the proper Frequency table.

  • @jppbkm
    @jppbkm 3 года назад

    Great video! Hope you're doing well settling in to the new place in Seattle. I am also a big Seaborn fan. I will have to check out plotly after how highly you recommend it!

  • @remlatzargonix1329
    @remlatzargonix1329 3 года назад

    Indices IS the correct form of the word....."Indexes" iq an Americanization.......not typically used in English-speaking countries, outside the USA. (Also, maybe in Canada as they use a combination of English and American English)

  • @Debatom
    @Debatom 3 года назад +11

    Where can I find a link to the notes? I can't find them in the description below the video. Great video and thanks for the help!

  • @SOORYAPRAKASHKBML
    @SOORYAPRAKASHKBML 3 года назад

    Eagerly waiting for the video on next chapter Shashank!

  • @madnecessity
    @madnecessity 3 года назад

    Exactly what I need right now
    Thank you so much!

  • @niceday2015
    @niceday2015 3 года назад

    High quality tutorial as always! Thank you. Keep the good job!

  • @nikhilshrestha4711
    @nikhilshrestha4711 2 года назад

    thank you sir 🙏. Great video 🙂

  • @xiaotao88
    @xiaotao88 10 месяцев назад

    Thank you for these videos!

  • @thegoldenagelegendz4425
    @thegoldenagelegendz4425 2 года назад

    I really want to join this series because i am looking for this and your explanation is well n good in just staring of video .

  • @navneetsahu4625
    @navneetsahu4625 2 года назад

    Great initiative 👍👍

  • @aqibrehmanpirzada4552
    @aqibrehmanpirzada4552 3 года назад

    Excellent Work Sir
    Great Work Please Make more videos on this book

  • @DeepakSharma-vx3ee
    @DeepakSharma-vx3ee 3 года назад +2

    Subscribed, please cover Multivariate Statistics after this 😊

  • @Coffee_is_all_you_need
    @Coffee_is_all_you_need 2 года назад

    Thank you dude !

  • @SA-ie2sp
    @SA-ie2sp 2 года назад

    There videos are the best.

  • @ark194
    @ark194 2 месяца назад

    Providence is basically the only city in RI…lol. Lots of small cities and towns. And then there is Block Island, which is the best kept secret on the east coast.

  • @meetnagadia7853
    @meetnagadia7853 3 года назад

    Hey Shashank
    Great Work 👍

  • @IAmVik01
    @IAmVik01 11 месяцев назад +2

    Suggestion, Please keep your explanations simple and clean and please slow down little bit. Every learner here have patience if you are not too fast/slow but good in explaining. sometimes I lost you. :) I found that the explanation in the boot much better, Also when you are giving a reference of other web site, please provide URL. btw thanks for the video and it really helpful at some level.

  • @charlizamon1
    @charlizamon1 3 года назад

    Great vid bud

  • @Meristem968
    @Meristem968 3 года назад

    Thank you. You are wonderful

  • @vadivelan4228
    @vadivelan4228 2 года назад

    Good one.. Thank you....

  • @Younessss_
    @Younessss_ 2 года назад

    dude you're amazing :)

  • @moncefkarimaitbelkacem1918
    @moncefkarimaitbelkacem1918 2 года назад

    👌 quality content

  • @kiranboddeda4121
    @kiranboddeda4121 2 года назад

    Thanks a lot for sharing the knowledge:))

  • @alisquest
    @alisquest 3 года назад +1

    Are we going to have the rest of book??? Doing something like this really helps us newbies.....do you intend to do the rest of the book?

  • @lillogadget
    @lillogadget 3 года назад

    Just used your link to buy 3 books off of Amazon, thank you so much for sharing your content!

    • @ShashankData
      @ShashankData  3 года назад

      Thanks so much for the support Billie! Hope you find them useful

  • @ronyandrade7040
    @ronyandrade7040 3 года назад

    just to say, Hello from Brazil!

  • @seamusugochukwu5711
    @seamusugochukwu5711 3 года назад +1

    Hey Shashank, any difference between a data analyst and a data scientist?

  • @lajaya101
    @lajaya101 3 года назад +1

    Thank You,
    Glad to find your channel.
    by the way, what apps you use to make the note?

    • @ShashankData
      @ShashankData  3 года назад +1

      Notion! It’s a great note taking tool

  • @vishuuuu2547
    @vishuuuu2547 Год назад

    this is what i need

  • @ChrisMao_708
    @ChrisMao_708 3 года назад +4

    3:34 my weight is down after watching this video, thanks

  • @moroccangamereviews8824
    @moroccangamereviews8824 2 года назад

    what a beautiful content

  • @countryboy9695
    @countryboy9695 2 года назад

    very useful. pls continue

  • @georgezambrano5166
    @georgezambrano5166 3 года назад

    Awesome video!!

  • @ShivamTiwari-on2kl
    @ShivamTiwari-on2kl 3 года назад +1

    I'm on the third chapter of this book

  • @samfamily9459
    @samfamily9459 3 года назад

    It's really helpful.. nice work.. please share us more on statistics for data science, AIML..

  • @mohdhammadkhan5570
    @mohdhammadkhan5570 3 года назад

    Great work!
    As you have made video playlist on machine learning by O'reilly publication and currently working on another book of their publication i.e " practical stats for Data Scientists"
    Kindly start series on:
    Book: Python for Data Analysis
    Same O'reilly publication

  • @JeffersonCanedo
    @JeffersonCanedo 3 года назад

    Great video good job 👍

  • @mohamedjelassi9672
    @mohamedjelassi9672 3 года назад +1

    I have a question... you speak about statistics in data analytics... why not using R much stronger than the general python language

    • @ShashankData
      @ShashankData  3 года назад +2

      Great question! While you're right out-the-box R has much stronger stats abilities than Python, a lot of that gap is closed through commonly used third party libraries in Python. Because I an building my Data Science career on Python, my channel usually focuses on the use of Python to accomplish tasks. That being said, I always say R is a tremendous and widely accepted language in the Data Science community.

  • @piyushgopal44
    @piyushgopal44 Год назад

    notes are really helpful and the video is very informative. can u tell me what software you are using on the left side of the screen, it will be help me making my personal notes too. thank you

  • @minhnguyen6508
    @minhnguyen6508 3 года назад

    Thank you for another book learning!

  • @neydsonmacedo
    @neydsonmacedo 3 года назад

    Do you have any video that say why you decided it to become a data scientist?

  • @julio1148
    @julio1148 3 года назад +4

    been using pandas for a while, just learned what it stands for lol

  • @ruchit6704
    @ruchit6704 2 года назад

    where from we get that dataset ,you not mentioned any link here.sir

  • @sjrigatti
    @sjrigatti 2 года назад

    What is that IDE you are using? I see "ipynb" - some kind of python notebook? Jupyter?

  • @dorothysilverman7660
    @dorothysilverman7660 2 года назад

    This sound silly, but did you make those notes from the book? I like them better than the book! If they are available, where would I find them?

  • @mazakeral725
    @mazakeral725 2 года назад

    Do I need to become proficient in Python before exploring Data Analytics or Data Science?

  • @amoghamaresh6702
    @amoghamaresh6702 3 года назад +1

    Hey Shanshank, great video. Thanks for uploading. Keep making these videos mate.
    Can I ask you to make a video on spectral data analysis. Thanks

  • @Tobi-mr3ji
    @Tobi-mr3ji 2 года назад

    Hi Shashank, Can you provide the link to the notion notebook? Thanks.

  • @ernestux
    @ernestux Год назад

    How to acces the book notes ??????????

  • @mohamedqani682
    @mohamedqani682 7 месяцев назад

    Practical Statistics for Data Scientists, Do you prepare only chapter one or there's other chapters that you prepare? Continue the good work.

  • @mahammadaliyev8345
    @mahammadaliyev8345 2 года назад

    Sir are You gonna make video for next chapters? I mean for ch4 and ch5 ?

  • @jsabawat
    @jsabawat 3 года назад +1

    What is the notepad you using (on the left side of the window)?

  • @weebcourse1018
    @weebcourse1018 3 года назад

    Great video

  • @behrouzhosseini1934
    @behrouzhosseini1934 2 года назад

    Hi Shashank, thanks for video, can you please let me know what application you are using for Note? Thanks

  • @prostabkundu8105
    @prostabkundu8105 2 года назад

    Does free version of this book available ?

  • @aaroncamss4533
    @aaroncamss4533 3 года назад

    thank you bro , need cash bad, going this route

  • @Kngdmio
    @Kngdmio 11 месяцев назад

    At 59:26 youre like... "oh.. interesting..." -- and then a moment of relief when you saw it was C++ not Python, haha

  • @johnmathew3141
    @johnmathew3141 3 года назад

    Amazing class

  • @shinuignatious308
    @shinuignatious308 Год назад

    Can u pls share the notion link

  • @yanghe5948
    @yanghe5948 3 года назад

    Would be helpful to share the link for the example dataset