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

[@emmanuelczarpascua6721]

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. :)

[@andreawilson9131]

how long did it take you?

[@HarpreetSingh-zy2gj]

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

[@Scoville95]

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

[@williamdarko1142]

This is the comment!

[@yochillfelix]

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!!!

[@ResilientFighter]

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

[@tolulopeadetola1070]

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]

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

[@confidential303]

@@d4tset785 what does data engineering do?

[@the0golden0men]

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.

[@steveea6744]

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]

Maybe we can work together because we on the same page

[@nijagunadarshan2529]

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

[@George-jz7qy]

@@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]

pls make a study group

[@George-jz7qy]

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

[@bluelantern5241]

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

[@mizzchoc10]

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.

[@mr.r_r7199]

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

[@confidential303]

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

[@allandavid8684]

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!

[@davidyolchuyev2905]

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.

[@syusyu28]

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

[@mr_amit_bhat]

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

[@thefighterjett2614]

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

[@mattdone3094]

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]

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

[@shanc3734]

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

[@online.hustle]

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

[@mrCetus]

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!

[@maharsajjad7184]

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

[@ShashankData]

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

[@khushiagarwal5249]

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

[@kunalharia8524]

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

[@priyendupant5941]

Awesome stuff, No hesitation whatsoever in becoming a patreon

[@ShashankData]

Thank you so much for the support!

[@bergkampthagoat]

For the weighted median you can use the weightedstats library btw

[@kirand.4122]

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

[@americovaldazo4441]

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

[@kanishkadubey6765]

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 !!

[@remlatzargonix1329]

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)

[@AdarshKumar-sj5dn]

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

[@yourfinancialanalyst]

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

[@chipile]

Excellent explanation! subscribed for life!

[@ShashankData]

Thank you so much for the kind works Abisai!

[@tishakozlov9065]

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]

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

[@opiquez]

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.

[@shubhamdandekar20]

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

[@ganeshhegde4049]

Thanks for sharing this , great job !

[@niceday2015]

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

[@jetjet6560]

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

[@IAmVik01]

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.

[@madnecessity]

Exactly what I need right now Thank you so much!

[@ludgerderyce7312]

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

[@ShashankData]

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

[@Drganguli]

Great video and thanks for putting up

[@tjbroussard3524]

Please keep this going!

[@nikhilshrestha4711]

thank you sir 🙏. Great video 🙂

[@GraceXIEgx]

Thank you for these videos!

[@jayanthinathanmohanrajan713]

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

[@SOORYAPRAKASHKBML]

Eagerly waiting for the video on next chapter Shashank!

[@aqibrehmanpirzada4552]

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

[@jsabawat]

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

[@ShashankData]

Notion! It’s a great tool

[@navneetsahu4625]

Great initiative 👍👍

[@thegoldenagelegendz4425]

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 .

[@Meristem968]

Thank you. You are wonderful

[@jppbkm]

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!

[@meetnagadia7853]

Hey Shashank Great Work 👍

[@SA-ie2sp]

There videos are the best.

[@ChrisMao_708]

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

[@vadivelan4228]

Good one.. Thank you....

[@Coffee_is_all_you_need]

Thank you dude !

[@Younessss_]

dude you're amazing :)

[@minhnguyen6508]

Thank you for another book learning!

[@moncefkarimaitbelkacem1918]

👌 quality content

[@mohamedjelassi9672]

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

[@ShashankData]

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.

[@lajaya101]

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

[@ShashankData]

Notion! It’s a great note taking tool

[@lillogadget]

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

[@ShashankData]

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

[@sjrigatti]

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

[@ronyandrade7040]

just to say, Hello from Brazil!

[@georgezambrano5166]

Awesome video!!

[@ark194]

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.

[@countryboy9695]

very useful. pls continue

[@Debatom]

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!

[@rockyp3917]

It's in his Patreon

[@jasonsykes4199]

I know it is pretty hard to change the way one speaks. I am not talking so much about your voice or the majority of your speech. I am only focused on your saying, um, uhh, and the likes of the space holders. You can just mute these in your edits. This will make your videos near perfect. You have great content. I thought I would just add my 2 cents. Keep up the great work.

[@ShivamTiwari-on2kl]

I'm on the third chapter of this book

[@ruchit6704]

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

[@julio1148]

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

[@DeepakSharma-vx3ee]

Subscribed, please cover Multivariate Statistics after this 😊

[@moroccangamereviews8824]

what a beautiful content

[@alisquest]

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?

[@mohdhammadkhan5570]

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

[@kiranboddeda4121]

Thanks a lot for sharing the knowledge:))

[@JeffersonCanedo]

Great video good job 👍

[@OceanAlves23]

Hi from Brazil, where can you find the notebook with code?👨‍🎓👏

[@samfamily9459]

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

[@janakiyeluripati6368]

Hey are there other parts to this video on statistics. I couldn't find rest in your play lists?

[@ShashankData]

Just added a new playlist with the other videos. Cheers 🥂

[@mazakeral725]

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

[@kalyanreddy6260]

What is alternative of power pivot in excel for data analysis. Because excel 2016 home student doesn’t provide power pivots and for to buy it is much cost, is there any alternate to do analysis ?

[@ShashankData]

R and Python are great alternatives that are widely used in industry. Personally I'm in favor of Python.

[@wahidratul9722]

Shashank, what is the application you used to save the code and figs as notes?

[@ShashankData]

Notion!

[@behrouzhosseini1934]

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

[@Tobi-mr3ji]

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

[@zoobia5554]

Can anyone tell me why the variance differs when I use numpy and then when I use Shashank's method.

[@vivekpurohit1686]

where medal_count came from i am confused what is that please someone explain

[@amoghamaresh6702]

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

[@Cysar1337]

For some reason the Headers dont work at my file, any idea why?

[@srdjanix]

Does data analyst or business analyst have to know so much python? Or it's not necessary. Thanks

[@Kngdmio]

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

[@ernestux]

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

[@jarupbg]

New here!! Hope I can learn something

[@prostabkundu8105]

Does free version of this book available ?

[@shinuignatious308]

Can u pls share the notion link

[@neydsonmacedo]

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

[@piyushgopal44]

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

[@aaroncamss4533]

thank you bro , need cash bad, going this route