3 Types of Data Science Interview Questions

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Пікірлер: 584

  • @jomakaze
    @jomakaze6 жыл бұрын

    Follow me on instagram for LIVE VIDEOS! instagram.com/jomaoppa/

  • @reverend900

    @reverend900

    6 жыл бұрын

    I have 5 years experience as Oracle developer/data modeler. Now I am trying as data analyst(Hive/Pig) etc.. What are your suggestion who are trying to jump in diff. wagons? Love all your vids.. East or West Joma is the Best

  • @kp2718

    @kp2718

    6 жыл бұрын

    Joma's insta stories are great! Way cooler than those KZread videos. Also why I decided to support him on Patreon.

  • @user-zk3bc6cc2g

    @user-zk3bc6cc2g

    6 жыл бұрын

    kajima

  • @engliyan9158

    @engliyan9158

    5 жыл бұрын

    Ethan Coulson )

  • @firasbouhamdan8603

    @firasbouhamdan8603

    4 жыл бұрын

    Do I have to be smart to be a data scientist?

  • @jagicyooo2007
    @jagicyooo20076 жыл бұрын

    "Tell me you want me" was the primary reason for rejection.

  • @danielprice538
    @danielprice5386 жыл бұрын

    This video helped me pass my data scientist interview! Thanks!

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    LOOOL

  • @martin.m2

    @martin.m2

    6 жыл бұрын

    Fr?

  • @silinchen2102

    @silinchen2102

    6 жыл бұрын

    This video has only been released for an hour. You are tripping.

  • @martin.m2

    @martin.m2

    6 жыл бұрын

    This video cured my depression though

  • @techbro9652

    @techbro9652

    6 жыл бұрын

    same

  • @sophieblooming8555
    @sophieblooming85553 жыл бұрын

    Entertainer trapped in a nerd’s body, or vice versa. The best teacher can make you laugh and think.

  • @stanger963
    @stanger9635 жыл бұрын

    I got more information about interviews and companies on your channel than all other places combined. You're amazing

  • @captnmaico6776
    @captnmaico67764 жыл бұрын

    I once had a question, how the regressor would look like without any coeffecient except the intercept in a linear regression. Could not answer it right away, but got the to the answer after a couple of mins. I asked the job interviewer if anyone ever got it right after immediteatly and he said only one, but he did not hire him. So don't worry question aren't everything, its got more to do with the way you handle the situation with dignity and without being a liar. Also keep your head up, iwrote hundred of applications and still ended up at a big corp.

  • @vikasjaiswal2377

    @vikasjaiswal2377

    4 жыл бұрын

    I think the answer is a line parallel to x-axis(considering 2D) since the slop term(w) is zero.

  • @captnmaico6776

    @captnmaico6776

    4 жыл бұрын

    technically thats right, as it hold true for any function with only a constant term. But he was asking specifically for the definition of the regressor in an OLS regression. Its the mean of your y's also being a constant, cuase: sum sign ei^2=sum sign (yi-a)^2 -> differiante after a = sum sign yi - n*a =0 sum sign yi =n*a 1/n * sum sign yi=a mean(yi)=a so a is indeed a constant and the mean of your yi's

  • @maximtheconqueror
    @maximtheconqueror6 жыл бұрын

    This guy does a great job adapting styles from common TV shows to his KZread channel

  • @yanrice2
    @yanrice25 жыл бұрын

    About to go into a boot camp. Just made this video one of my favorite

  • @inscrutability11
    @inscrutability116 жыл бұрын

    So glad that I found your channel so early on. Please don't stop producing content!

  • @neloangelo__13
    @neloangelo__136 жыл бұрын

    Lost it at the STD Probability question lmao

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    Bruh!

  • @CGExp

    @CGExp

    5 жыл бұрын

    It's actually a classic Bayes theorem question. Probably in every Bayes theorem book ever written. Hiv is often replaced by cancer in them though

  • @ah2522

    @ah2522

    4 жыл бұрын

    @@CGExp Bayes died from an STD because of this

  • @alefratat4018

    @alefratat4018

    4 жыл бұрын

    Let p be the proportion of positive among the population (here p = 1%) Total number of *tested* positive = False Positive + True Positive = 1% of (1-p) + 99% of p Prob of having the disease when tested positive = True positive / Total number of *tested* positive = 99% of p / ( 1% of (1-p) + 99% of p )

  • @user-nl9ll1bj9i

    @user-nl9ll1bj9i

    3 жыл бұрын

    Ale Fratat but if Joma tested positive and the test is right 99% of the time why is the answer 50%?

  • @prakashyadav008
    @prakashyadav0086 жыл бұрын

    "when suddenly i felt useless and pathetic." - encompasses many people's life's on weekends

  • @junaidchoudhary9110
    @junaidchoudhary91106 жыл бұрын

    Man your film making skills is lit AF seriously, keep it up!!

  • @inchinaxp8663
    @inchinaxp86636 жыл бұрын

    Hey Joma, thank you for this. As someone wanting to get into DS, this helped me.

  • @Melgazar9
    @Melgazar95 жыл бұрын

    I think this is a good video for suggestions on how to get a data science job at a larger company. However in my experience data science interviews at non-large companies put a huge focus on machine learning/deep learning, linear algebra, statistics, core python programming (sometimes R), SQL, spark/AWS/GCP, and data visualization (tableau, matplotlib, R)

  • @xiaoyang8075

    @xiaoyang8075

    5 жыл бұрын

    Soooo true. I got refused by many small company in data science but get interviews from large ones cuz I don’t have deep learning skills. The startups wanna takeover the world

  • @captnmaico6776

    @captnmaico6776

    4 жыл бұрын

    The reason is simple, its diversity. In a big company workers are far more specialzid and therefore you don't need a data scientist thats able to do everything. Im working as a fraud data scientist/analyst at a big corp and hardly ever do any SQL or spark/aws and stuff related to deploying, because we got business engineers and data specialists, who far better at it and do it 24/7. My task is to evaluate and built the current models and hard blocking scores of fraud behaviour in the system. In a small company budget contraints are far far harsher and tehrefore a good CS guy who is able to perform basic tasks in most stuff and some deep sheet is more efficient for them cost wise. For the people working at startups its usually hell on earth, especially if payment is low and working load big. Been there done that, never again.

  • @MoreParksLessParking

    @MoreParksLessParking

    4 жыл бұрын

    In the above comment, @@captnmaico6776 explains that he is a "fraudulent Data Scientist", who is able to get away with keeping his job because his company is over-employed. Therefore there is always someone else who can do his work for him. He recommends only working for big companies rather than small start-ups, as only they will be able to support this form of parasitic lifestyle.

  • @captnmaico6776

    @captnmaico6776

    4 жыл бұрын

    @@MoreParksLessParking sure thing, you know my life and cv do you? In europe people at startups arent paid huge salaries and cant afford basic stuff depending on their location. Its not silicon valley and furthermore, Fuck off dipshit.

  • @nmmichalak
    @nmmichalak4 жыл бұрын

    I love your videos! I had one quibble about your SQL solution to #1. If some publishers have more videos than others, then their video durations will affect the mean. You could imagine one publisher with 10,000 videos and 9 publishers with 10 videos. In this case, the average duration of that one super-publisher's videos will have way more influence on the mean than the other publishers. I think your question is better answered by first computing an average for each publisher and then averaging those averages. (of course, this detail may not matter in an interview)

  • @rana31ify
    @rana31ify6 жыл бұрын

    Joma you are the casey nietsat of tech community the content you create and the way your tell story awesome, long way to go I have a huge respect to you man wish I could work with you in any way. Keep doing the good work 🙏🏼

  • @aarzooverma4880
    @aarzooverma48802 жыл бұрын

    This is the super cool video I've ever watched regarding the interview questions. Loved it ;)

  • @josecarlosgarcia6477
    @josecarlosgarcia64772 жыл бұрын

    This is the best data analysis video I've ever seen. Thank you very much.

  • @ruslanuchan8880
    @ruslanuchan88806 жыл бұрын

    Funny and informative as usual! Thanks for the vid Joma

  • @Austin-wh4yi
    @Austin-wh4yi6 жыл бұрын

    Thanks for taking the time to show some actual sample examples.

  • @crystyxn
    @crystyxn5 жыл бұрын

    Wow the STD question was straight out of my A.I. exam!!

  • @ajieprayoga2434
    @ajieprayoga24346 жыл бұрын

    Smart channel, subscribed! Keep it up, Jomaa!

  • @datanerd112
    @datanerd1126 жыл бұрын

    Your content is amazing. I really like all your videos about DS. I wish you do more related ML/DS. Thank you so much for making this video, I've been preparing for interviews.

  • @oleksiifalei2074
    @oleksiifalei20745 жыл бұрын

    @jomaoppa I think you made a typo at 3:35. It should be 1% x 99% + 99% _x_ 1% instead of 1% x 99% + 99% _+_ 1%

  • @utkarshasthana3853

    @utkarshasthana3853

    5 жыл бұрын

    Thank you! for past 30 mins I was googling a bayes formula that looked like that

  • @bigorange6328

    @bigorange6328

    5 жыл бұрын

    Oleksii Falei I agree

  • @kswill4514

    @kswill4514

    5 жыл бұрын

    agreed

  • @InternetMadnez

    @InternetMadnez

    4 жыл бұрын

    Ah right. I put the same message. 😅😂

  • @amawest_

    @amawest_

    4 жыл бұрын

    Ok, good I'm not crazy lol

  • @huangmaurice1672
    @huangmaurice16726 жыл бұрын

    I am a total fan of this type of videos. Joma, please make more of these educational clips.💪🏻

  • @tommoritz79
    @tommoritz795 жыл бұрын

    Thank you for all that great content!

  • @patsukhum8145
    @patsukhum81456 жыл бұрын

    Really loving your new videos. Keep them coming!

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    thanks Pat!

  • @ledarkpoet
    @ledarkpoet5 жыл бұрын

    I’m so thankful for this video:

  • @MLwithAlva
    @MLwithAlva6 жыл бұрын

    LOL very impressive that you can make a video about interview questions so fun to watch 😂 🙌

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    Thank you thank you :), I try

  • @buildwork5177

    @buildwork5177

    4 жыл бұрын

    Joma Tech bs reply

  • @axcelleria

    @axcelleria

    3 жыл бұрын

    He looking for girl :3

  • @yoosunglee2423
    @yoosunglee24236 жыл бұрын

    His videos are my guilty pleasures

  • @andyanderson222
    @andyanderson2222 жыл бұрын

    Man, i just love your sense of humor!

  • @KhoiThinh
    @KhoiThinh6 жыл бұрын

    I'm sure everyone would love to hear about some materials you've gone through to follow this DS path. Getting an internship is impossible in Japan.

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    Yea it's a little harder in Japan,

  • @neloangelo__13

    @neloangelo__13

    6 жыл бұрын

    maybe try another country I reckon? Unless you are Japanese by birth, getting a job this field is tough as, almost zero chance.

  • @KhoiThinh

    @KhoiThinh

    6 жыл бұрын

    In Japan, all the positions they're hiring are almost senior title with at least 5-7 years of experiences so yeah, it's very tough for me. I would definitely consider another country to the pursuit of this career path in the future. Thanks bro.

  • @shreedharraj6777
    @shreedharraj67774 жыл бұрын

    Thank you for this video! its very helpful

  • @CrazyMoments728
    @CrazyMoments7285 жыл бұрын

    This is the Joma that we want!

  • @randyhoang7264
    @randyhoang72646 жыл бұрын

    Joma, make more of these kind of videos (entertaining interview prep videos). Thankz

  • @justinzint4666
    @justinzint46666 жыл бұрын

    Thank you for this! I've been interviewing quite a bit lately and this is super helpful. Brilliant was also the first app listed in my app store after watching this. Weiiiiird

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    ooo interesting... big brother is watching

  • @foxskinn
    @foxskinn6 жыл бұрын

    LOL so tru everytime I call my mom she never picks up 😭😂

  • @CommandoMaster
    @CommandoMaster5 жыл бұрын

    Thanks for the tips boi>

  • @MrPrashantbagga
    @MrPrashantbagga6 жыл бұрын

    Love it! you are amazing

  • @emilyyang3478
    @emilyyang34785 жыл бұрын

    This is great sum up I had an onsite this week very similar to this structure. And the watching dududu part is hilarious because I was also watching bp MV for hours lol

  • @txxxchao
    @txxxchao Жыл бұрын

    Great sense of humor!

  • @HeatherHolt
    @HeatherHolt5 жыл бұрын

    I’ve been stressing over quitting my current job to finish my studies and finally look for a job in data analytics so thank you for making me laugh while also providing useful information.

  • @HeatherHolt

    @HeatherHolt

    Жыл бұрын

    @code with nikhil well, I quit my job at Apple. Went to school to finish my coding education. Got a job and two months later, COVID came and the whole place shut down. Then I had a baby and now I’m getting ready to start working again. After two years of not working. Life is unpredictable! :)

  • @nickn9040
    @nickn90404 жыл бұрын

    Makes me so happy that he had to review too lol. 1 year after getting my MS I still would have to review basic probability. E.g. probability distributions, Bayes theorem, etc. Same with the SQL question.

  • @crediblesalamander8056

    @crediblesalamander8056

    4 жыл бұрын

    I only finished my probability course(beginner) a few months ago and I still couldn't answer that easy Bayes's' Theorem question.

  • @battilanast
    @battilanast6 жыл бұрын

    Quite like the way you subtly baked an explanation for the a/b testing since there were some requests for that in the comment section from the data science pyramid video

  • @manojmajumdar3815
    @manojmajumdar38156 жыл бұрын

    Hi Joma, please make a video on what kind of work someone will get engaged in after getting selected as a Data Scientist, probably tell us what you have been doing lately as a data scientist.

  • @anirudhupadhyay695
    @anirudhupadhyay6952 жыл бұрын

    This guy is funny!!! and helpful at the same time. Love from India brother!

  • @AbdulWahab-oo4fo
    @AbdulWahab-oo4fo6 жыл бұрын

    Damn, dude you're quite the hardworker.

  • @jessicasoares9613
    @jessicasoares96134 жыл бұрын

    Hahaha, I loved this video! Joma, you are so funny and give such valuable tips! Thank you for sharing :)

  • @2323TheViper
    @2323TheViper6 жыл бұрын

    I really love your channel, it has helped me understand what DS really is. I am an incoming freshmen and will be pursuing DS!! This seems hard right now but as the years go this will all make sense. Keep up the good work.

  • @furryannilator4528

    @furryannilator4528

    2 жыл бұрын

    How u doimg rn

  • @shashankraman2512
    @shashankraman25125 жыл бұрын

    Watching this video for the fourth time now and still it cracks me up! ;)

  • @falcxne
    @falcxne4 жыл бұрын

    Hey Joma - the new thing now in Data Science interviews is 'modelling' questions (makes sense, really). Curious if you would do a video on how to prepare for that? For many companies, that is the make-or-break portion of the DS interview process.

  • @wrcz

    @wrcz

    4 жыл бұрын

    u must be rly cute to succeed at modelling

  • @ayoni02thebadgamer39

    @ayoni02thebadgamer39

    Жыл бұрын

    @@wrcz 😐

  • @khacquyinh3476
    @khacquyinh34766 жыл бұрын

    It is really impressive!

  • @wellbrix1808
    @wellbrix18085 жыл бұрын

    Nice video. Thanks. Little mistake @ 3.36 secs with Bayes. Should read denominator 1%x 99% + 1% x 99%

  • @KrushnaBorkar
    @KrushnaBorkar6 жыл бұрын

    Thanks Joma ..That's what I was looking for...😀

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    perfecto

  • @stevengarcia7277
    @stevengarcia7277 Жыл бұрын

    I am getting ready for my last technical interview , thanks for this video.

  • @partyushkumar4014
    @partyushkumar40142 жыл бұрын

    Buddy this is sooooooooooooooo Helpful ✌️

  • @hannahxu333
    @hannahxu3336 жыл бұрын

    It seems to me the calculation using BAYES’s theorem is incorrect: it should be 1% * 99% / (1% * 99% + 99% * 1%)

  • @arifhuseynov9937

    @arifhuseynov9937

    2 жыл бұрын

    Yeap, I was searching for this comment :)

  • @bluelinkgames8757

    @bluelinkgames8757

    2 жыл бұрын

    Holy shit i was searching for this comment too, i just hope were all not to dumb to see something there.

  • @Splish_Splash

    @Splish_Splash

    Жыл бұрын

    yep, i also don't know why Jomma put there + sign

  • @mamneo2

    @mamneo2

    Жыл бұрын

    Incroyable.

  • @EmileAI
    @EmileAI6 жыл бұрын

    Congrats for the 100k !!!

  • @Awesomousprimo
    @Awesomousprimo6 жыл бұрын

    The intro HAHAH! You're such a unique KZreadr!

  • @ulgk
    @ulgk4 жыл бұрын

    I am amazed by your discipline to read/relearn many chapters for the data science questions. Recently, I have graduated from a university with a bachelors in decision science (with emphasis in data analytics). This degree is from the business college. To get prepared for the interview is quite ridiculous in my opinion because you have to know or retain a lot of knowledge. SQL, Python, and R are the programming languages I have to vigorously study. I need to be more disciplined like you. Anyway, thanks for the video.

  • @sethnuzum
    @sethnuzum6 жыл бұрын

    Joma and The Techlead collab please, pretty please

  • @kubuspat9729

    @kubuspat9729

    6 жыл бұрын

    that would be great

  • @TheJFMR

    @TheJFMR

    6 жыл бұрын

    Joma Techlead

  • @chuddywarrior7996

    @chuddywarrior7996

    6 жыл бұрын

    with sugar on top

  • @etiwardanis5688
    @etiwardanis56885 жыл бұрын

    Love to watch your videos.

  • @90emcee33
    @90emcee336 жыл бұрын

    Loving the vids man. I’m in tech and am in So Cal. Where you’re at do they really let you go to interviews in jeans and a hoodie?

  • @michaelnguyen418
    @michaelnguyen4185 жыл бұрын

    Hi Joma, is it possible that you start a video on how to start a career as data scientists/analytics? I'm really intrigued with that. Thank you!

  • @bedantasaha5699
    @bedantasaha5699 Жыл бұрын

    I am fan of your channel for a long time now and I am a google product analyst interview in 4 days and I am banging my head instead of something else. This video popped up to my suggestion and watched again to relax a bit. By the way there is a typo in the denominator of the Bayes’ Theorem. Keep up good work!

  • @alwardafahd2887
    @alwardafahd28875 жыл бұрын

    Hi Jonathan, great video. which software you used to build your resume. looks neat

  • @edabbas
    @edabbas3 жыл бұрын

    Love your videos 😂 Funny and helpful, thank you brother

  • @avanishpatel4936
    @avanishpatel49366 жыл бұрын

    Awesome video content bro 👍👍👍

  • @synckid
    @synckid5 жыл бұрын

    Bro awesome vid shows allot of effort

  • @mviking90gaming80
    @mviking90gaming805 жыл бұрын

    Deqr Joma I need your help: now am going through a change in my career path from web development to data science and analytics, not only because the high salaries in Dubai where I live currently, but because I loved it. as a first step I enrolled in a path course which is "become a data scientist". It is a long intense course. Now, since this course included the 3 types you mentioned, is it gonna be enough to at least acquire am entry level job? One more question, if I kept learning amd applying and maybe working on projects wither my own or an open source, does this counted as am experience?

  • @saltedCHaramel
    @saltedCHaramel4 жыл бұрын

    Other than the math part for DS, what should I learn in the “more computer sci” part? i.e. natural language processing, parallel computing etc? I am currently enrolled in a DS course in Uni and they allow us to choose CS modules. Would really appreciate it if anyone could tell me, thank you so much ! (Tried Google -ing but nothing useful though)

  • @ShaoVideoProduction
    @ShaoVideoProduction6 жыл бұрын

    This is great! :'D

  • @pred9990
    @pred99905 жыл бұрын

    Thanks!

  • @gouravkumar9011
    @gouravkumar90113 жыл бұрын

    Woah this is useful

  • @GamerDoubleTwo
    @GamerDoubleTwo6 жыл бұрын

    Thanks for another great video. Was worried about the equation, wrongly typed. Though the answer is correct.

  • @nalongsonedanddank7521
    @nalongsonedanddank75216 жыл бұрын

    Thankssssssssss Joma.

  • @kamaleshpramanik7645
    @kamaleshpramanik76453 жыл бұрын

    This is an awesome video ...

  • @jerryanyu8467
    @jerryanyu84672 ай бұрын

    Joma, you create good videos for CS majors. We don't need more of "How I learned to code" or "how I got into Google" KZreadrs. Keep it going!

  • @varunmj5482
    @varunmj54826 жыл бұрын

    Thanks Joma

  • @JGunlimited
    @JGunlimited5 жыл бұрын

    Intro was gold

  • @ryansam
    @ryansam6 жыл бұрын

    Hey Joma, I plan to move to San Francisco soon and since you kind of recently got a new apartment I was wondering what the options are with a software engineering salary. Could you possibly make a buying guide or even just make a video on how you got your apartment? It's looks pretty nice from what I saw on one of your older videos. Nice apartments that I've seen online seem to be around 3k - 6k mark for like a two bedroom. I think it would be a cool video idea and really helpful for people who are about to start their career.

  • @Kiran-kq9np
    @Kiran-kq9np6 жыл бұрын

    Great video as always...seems you are really working hard to give us more info about data science..keep it up man

  • @turbogt4410
    @turbogt44106 жыл бұрын

    great video again

  • @byronwilliams7977
    @byronwilliams79775 жыл бұрын

    I started watching your videos for the content, but stayed cause you're legit funny man. Keep up the great work.

  • @aazibyousaf2683
    @aazibyousaf26835 жыл бұрын

    Hi Jonathan, awesome video. Please rate the online data science or big data courses and share your opinion regarding if they are any good in landing you a job vs a Masters in CS.

  • @yuqingy5308
    @yuqingy53086 жыл бұрын

    Thank you Joma oppppppppppa!

  • @prakashyadav008
    @prakashyadav0086 жыл бұрын

    this is one of the funniest of ur videos.

  • @faraichuchu7671
    @faraichuchu76716 жыл бұрын

    Awesome!

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    Thanks homie

  • @flora9515
    @flora95156 жыл бұрын

    Planning to major in data science in uw. Looks good!

  • @jomakaze

    @jomakaze

    6 жыл бұрын

    That's a new program! Dope

  • @ashokvj8342
    @ashokvj83426 жыл бұрын

    Ur great jomaa

  • @kevind97
    @kevind976 жыл бұрын

    Yet again. Another great video and helpful video about DS for a college student. Love the content and I don't know if you want to leak your resume info.

  • @pakersmuch3705
    @pakersmuch37054 жыл бұрын

    Thx!

  • @tumo6431
    @tumo64315 жыл бұрын

    4 years working for advertising agency as a strategy planner , and don't wanna stick on this job anymore. I really wanna to learn more about marketing research. But when I watched your video, you inspired me to discover more data science. I will study data science at Silicon Valley next year. Hmm, I'm really nervous a little bit, but do you think could I become a data scientist when I'm 26?

  • @xypzs5123
    @xypzs5123 Жыл бұрын

    I like how you say you win some you lose some, even though a person of your resume probably got accepted to all of them. Its a very good message. You are born to be a youtuber fr and you take the meaning of the word "influencer" to its supposed meaning. Thanks a lot

  • @DarkyMoto
    @DarkyMoto6 жыл бұрын

    Same lol i was watching blackpink before i had my recent Data Science interview 🤣

  • @kritianand8439
    @kritianand84395 жыл бұрын

    Hey, which coding language did you practice on other then SQL?

  • @Zitttt89
    @Zitttt896 жыл бұрын

    Omg blackpink!!! I love this group. I really like your Chanel, it’s really helpful for me(statistics major&math)!

  • @yanaismail8431
    @yanaismail84315 жыл бұрын

    Great vid may i know what type of laptop you use for your data science work

  • @kctv1193
    @kctv11936 жыл бұрын

    hello joma great video!!! please which programming language would you recommend for one to learn.?

  • @grantwilliams630
    @grantwilliams6306 жыл бұрын

    Do you have a suggestion on getting interviews out of state? Data science isn’t very popular in my area and I’ve had a hard time getting interviews with companies in some of the larger cities (Bay area, Seattle, Nashville, Austin, Chicago etc.).