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Data Analyst Setup for Productivity (Python, R, SQL) 

Shashank Kalanithi
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A quick tour of the setup that I use as a Data Analyst.
Miniconda Setup: bit.ly/shashankcondaenvsetup
Books
Storytelling with Data amzn.to/3sPwsYj
Hardware
MX Master 3 amzn.to/3sTroBW
LG 35in Curved Monitor amzn.to/39pPzR3
USB-C Hub amzn.to/31Ip8Sl
MacBook Pro Retina 16 Inch amzn.to/2PSwZde
Twitter: / kalamari95
LinkedIn: / shashankkalanithi
Patreon: / shashankkalanithi

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18 июн 2024

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Комментарии : 148   
@TheBrooklyntree
@TheBrooklyntree 3 года назад
As a data analyst who has been watching data science videos for the past 5 years, this might be the single most helpful DS video I've ever watched. I didn't know the difference between anaconda and miniconda until now. I didn't know how to use virtual environments through miniconda before now. I now have a much greater appreciation for virtual environments. Thank you!
@abdullahajmal410
@abdullahajmal410 2 года назад
Hey man Shashank, Truly appreciate what you do man! Your videos have helped me more than words can do justice. I would love to see a streamlit Tutorial to explore that avenue of Data Analytics as well! Thanks for walking us through these, you simplify stuff to another extent!
@stuartmcgraw4259
@stuartmcgraw4259 2 года назад
This was amazing. First I've found that just includes everything you would need!
@shawnpellacani9125
@shawnpellacani9125 2 года назад
Great info, Shashank. I appreciate you sharing your setup.
@ericmahasi5072
@ericmahasi5072 Год назад
Very informative and well done video. I love how you explain every single detail! Got all my tooling set up, can't wait to start working on projects now.
@ragghawan
@ragghawan 2 года назад
Really great work. It made me think about my career in data science (I am in my UG 3rd year). Please continue your work. Appreciate it!
@antonioflores2313
@antonioflores2313 2 года назад
Just wanted to say that I've been learning codecademy's DA career path (trying to switch), and after some search I found your channel. It has been a GREAT way to complement what I've learned so far but I also enjoy learning new things. You explain things so well, it is easy to follow through and understand. Great job! I'm happy I found your channel
@bernard123451
@bernard123451 3 года назад
This was awesome, and super helpful- thanks! Love all your content!
@pedroklein1000
@pedroklein1000 2 года назад
Shashank, you are brilliant. Thank u for doing those videos with so much passion, really appreciate. Energies from Brazil
@fbalseiro
@fbalseiro 2 года назад
Great tutorial video. I had the issue that you described with anaconda gui environment being too slow. Now it's really smooth. Thanks for sharing these tips.
@maciejtomaszewski1272
@maciejtomaszewski1272 Год назад
you explain everything so clear. best videos on youtube about data science. I really enjoy looking at your work. Great!
@Chest0606
@Chest0606 2 года назад
As someone who just finished the Google Data Analytics course for beginners, I owe a massive thanks to you. Your videos explain everything in a logical and easy to follow way.
@thaboshikwambane5578
@thaboshikwambane5578 2 года назад
Interesting. What did you gain from the Google Data Analytics course? What did he cover here that Google didn’t? Are there any other courses you’re looking at doing after this Google one?
@IarukaSkYouk
@IarukaSkYouk Год назад
​@@thaboshikwambane5578 A bit late but I'm almost finishing Google Data course I would say its nice but it does not teach enough technical skills. Not enough tests too.
@thaboshikwambane5578
@thaboshikwambane5578 Год назад
@@IarukaSkYouk so it feels like a high-level overview?
@IarukaSkYouk
@IarukaSkYouk Год назад
@@thaboshikwambane5578 yes like it teaches absolutely beginners with no prior experience the basic technical stuff. however the better part of the course is the soft skills, what they teach us to think and ask, etc...
@beano5956
@beano5956 3 года назад
First of all, great work with this channel. It is immensely helpful for a person starting to code. I had a request: can you please make a Notion doc detailing the setup of your `webscraping` environment and what packages you installed. Or, instead of a Notion doc, maybe put the details here in the comments. Thank you for creating this type of content.
@jacquelineng383
@jacquelineng383 2 года назад
rich content, and extremely effective delivery.
@geo1997jack
@geo1997jack 2 года назад
Very informative video Shashank!
@fgardner
@fgardner 2 года назад
This video was unbelievably useful. Subscribed.
@matthewmy22
@matthewmy22 5 месяцев назад
A quality videos for sure, thanks for sharing. The whole dependencies, CL, IDE's, venv landscapes are so intimidating at the start. I definitely wish I would've watched this video earlier in my journey, plus I still got a lot out of it now.
@prateeksenapati2152
@prateeksenapati2152 Год назад
Thank you so much Shashank! 🙌🏼
@dipsikhasingh5824
@dipsikhasingh5824 2 года назад
Your videos are so practical based knowledge. I learn alot... Keep posting videos like this💯💙
@Luis-kd2te
@Luis-kd2te 2 года назад
Great video! I'm thankful to the RU-vid Algorithm for presenting your videos to me!
@chaitanyagawade9663
@chaitanyagawade9663 3 года назад
Can you make a video on how to use data analyst skills while working on dummy project so that beginner like me will get an idea? If possible otherwise its totally fine.
@ShashankData
@ShashankData 3 года назад
I'm actually coming out with something next week for this so be on the lookout ;)
@mariosconstantinou8271
@mariosconstantinou8271 2 года назад
@@ShashankData Is the video out? Am on the same boat. I want to get into this line of work but I want to see how it actually is :D
@mustafakotb9251
@mustafakotb9251 3 года назад
Thank you so much. I really appreciate your effort in creating these amazing videos. Keep going bro
@ShashankData
@ShashankData 3 года назад
Thank you so much Mustafa! It really means a lot that you say that
@manyluvsongz
@manyluvsongz Год назад
GREAT INFORMATION! Thank you for the great information! Just finished the google data science certificate. It taught me a lot but now I'm just looking to practice using SQL and R to not forget. I also need to learn python. I would love if you compiled all your knowledge on notion.
@unpatel1
@unpatel1 2 года назад
Nice video, simple to understand. Thank you.
@goat_guru
@goat_guru 3 года назад
getting better with each video! keep it up!
@ShashankData
@ShashankData 3 года назад
Thank you Kamalraj!
@laluthomas3167
@laluthomas3167 2 года назад
this was so helpful, thank you so much.
@renanlolop
@renanlolop 3 года назад
Man, you provide really good content. It's been amazing to watch your stuff. Congratulations.
@ShashankData
@ShashankData 3 года назад
Thank you so much man!
@renanlolop
@renanlolop 3 года назад
@@ShashankData you're welcome, sir. Keep up! \o/
@rp7390
@rp7390 3 года назад
Thank you for another great video, Shashank! Very interesting! If you have the time and capacity, I'd be super interested in a video about how you went from zero training in data analysis/data science to landing your job at your current company. I.e., what did you regard as the most essential things that helped you most, what steps did you take, what detours did turn out to be not that helpful, what did you wish you'd known earlier, etc.! Thanks anyway for your work and the video!
@ShashankData
@ShashankData 3 года назад
Thanks R P! I've actually been thinking about how I could make a video like that as interesting as possible. I'll seriously consider making it
@mustaqimrahman9415
@mustaqimrahman9415 2 года назад
I am a recent graduate with a goal to become a data analyst. I am very thankful that I stumbled upon your channel! I really like the way you explain stuff and watching your videos feels like I am having a conversation with someone. The videos are very beginner friendly and they really motivate myself to become a pro just like you! I wish instructors in universities actually have the same effort in teaching students just like you :)
@xoxcrewofficial1379
@xoxcrewofficial1379 12 дней назад
Hey! What's the progress Looking like, Hope you made it!
@diamant4514
@diamant4514 Год назад
Super cour j’ai adoré, tu est l’un des seul à aider les personnes comme tu le fait j’ai appris beaucoup avec ce cour et j’en apprendrai beaucoup plus avec les autres cours que tu as fait, car il n’y en a pas beaucoup en français mais beaucoup en anglais et je préfère ceux en anglais car il son mieux expliqué et tu fournis des (données, explication) parfaitement adapté 💪💪👌
@solok639
@solok639 3 года назад
really like your video, very helpful, big thanks to your content!
@ShashankData
@ShashankData 3 года назад
Thank you so much Solo!
@bumbaclotboi4476
@bumbaclotboi4476 3 года назад
Hey man, so many of your videos have 0 dislikes for a reason. Love the videos, keep it up!
@ShashankData
@ShashankData 3 года назад
Thank you so much man!
@dipto624
@dipto624 3 года назад
Really amazing content!! I was wondering how i could use vscode with conda. finally m done setting up the environment. thanks a lot man
@ShashankData
@ShashankData 3 года назад
Hey Reazul! If you right click the file explorer inside vsCode there’s a setting called “Open in Terminal” or something similar. That will let you interact with Conda
@m3nthos625
@m3nthos625 2 года назад
Yo! Thank you :) Nice attitude.
@vishrutbansal2535
@vishrutbansal2535 3 года назад
Thanks a tonne for all the content on your channel man. Something I'd love to know your thoughts on are the differences between DS and DA and the certifications you'd recommend for DS and DA. There's some universally renowned beginner courses like IBM's Data Science Professional on Coursera but I couldn't find clear information beyond that and if certs are a good way to learn and grow at all and if companies actually will hire you without a degree in CS or IT if you have valuable certs. You get the gist. As a side note: The reason I personally enjoy your content so much is because I love your growth mindset and openness to learning. Just keep doing what you're doing man, you're on your way. Best wishes from India!
@ShashankData
@ShashankData 3 года назад
Thank you so much Vishrut! I actually need to reach out to some DAs and DSs in India because a lot of my subscribers are from there and the market is so different from the US. Honestly India seems way more competitive in some ways. From my experience working in the US certifications are a good way to pick up the skills but usually you can write all of the skills you have on a resume and prove them out in a technical interview. Resume writing is the real skill here. I'll probably make a video talking about that specifically.
@parthtiwari6802
@parthtiwari6802 3 года назад
This is awesome man! Thank you so much
@ShashankData
@ShashankData 3 года назад
Of course man! I even gave you a shout out in the video haha
@parthtiwari6802
@parthtiwari6802 3 года назад
@@ShashankData Hell Yesss
@khanm276
@khanm276 3 года назад
Great work Shashank! Can you please add work instructions for windows users?
@3_strings
@3_strings 3 года назад
Thank you Shashank!
@ShashankData
@ShashankData 3 года назад
Most welcome! Thank you so much for watching Naoki!
@adityaariewijaya9284
@adityaariewijaya9284 3 года назад
Thanks for making this video man! 🙏
@ShashankData
@ShashankData 3 года назад
Of course! Ask and you shall receive
@gsv9773
@gsv9773 3 года назад
@@ShashankData can you make a video on how to get started with freelancing please
@ajinkya1443
@ajinkya1443 2 года назад
Looking forward to the datascience hub
@kiranjadhav1885
@kiranjadhav1885 3 года назад
Yes please make a video on streamlit. Great content. Thanks
@ShashankData
@ShashankData 3 года назад
Watch out for this next week ;). I'm thinking a small PCA application using Streamlit
@luis9802
@luis9802 3 года назад
Great video once again. One question : Are you going to talk about the Google Data Analytics Certificate?
@taricov4662
@taricov4662 3 года назад
Hey Shashank, love you man. your content is so so helpful, I'd like to ask you to do a vid about what kind of projects that can get one a job (building a portfolio) and hope you'd provide with examples .. Thanx for your sharing
@ShashankData
@ShashankData 3 года назад
Thanks for the idea! I'll probably do something similar next week.
@Ericyout
@Ericyout 3 года назад
Great video!
@ShashankData
@ShashankData 3 года назад
Thank you so much Eric!
@martinpolivka7632
@martinpolivka7632 3 года назад
Great video, looking forward for the next one. Can you please do intro to SQL as well ?
@ShashankData
@ShashankData 3 года назад
Yes I can! I'm actually working on one at the moment.
@Starrthekid
@Starrthekid 3 года назад
Great stuff! Could you maybe do a full SQL tutorial like you have for python and R?
@ShashankData
@ShashankData 3 года назад
Great suggestion! It's in the works now!
@amahdaniel3633
@amahdaniel3633 3 года назад
Hi ShaShank, This was a greatly helpful video. At some point you mentioned a google Tensorflow Certification. are there any other certificates, rather could you reply with a list of certificates that an aspiring data analyst can/should have to compete? Thanks and look forward to your reply.
@TheEddie10203
@TheEddie10203 3 года назад
Another great video! Could you make a video for portfolio project ideas for a beginner, trying to break into the industry. Thanks so much!
@ShashankData
@ShashankData 3 года назад
Great suggestion! I'll add it to my list Edward! I'll be making a video similar to your idea this week
@pr0skis
@pr0skis 3 года назад
Can you talk a little about what kind of level of SQL someone needs to be a data analyst? I see a lot of job ads requiring "fluency in SQL"? I have a pretty solid grasp of python and pandas but I'm trying to figure out what kind of knowledge I need to acquire for SQL to be able "fulfill the requirements" of these jobs... Great content! Keep up the awesome work!
@ShashankData
@ShashankData 3 года назад
Thanks pr0skis! There are a set of tutorials on the Kaggle website (on the sidebar it says "courses"). Those are a great place to start and understand what SQL skills are considered necessary for a Data ANalyst. I'll try to make a video about this in the future as well. Stay tuned!
@redryan20000
@redryan20000 3 года назад
(just my opinion obviously)... It will depend primarily on how data is stored/managed at that company. However SQL is great bread and butter for data analysis, and databases are used everywhere so it's just a solid skill to have. I'd recommend a level of SQL which includes all the basic commands (select, join, group by, where, having, insert, drop, delete), aggregating values, subqueries, and some of: transactions, the data types, data modeling, foreign keys, index fields, maybe other things like window functions. Should be a good start.
@ShashankData
@ShashankData 3 года назад
Amazing overview @redryan20000 ! I actually have a SQL course covering all of this here: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-gwp3dJUsy5g.html I need to update this video to include DBeaver haha
@chathuradilshan4361
@chathuradilshan4361 3 года назад
Thank you!
@ShashankData
@ShashankData 3 года назад
You're welcome!
@simhz2221
@simhz2221 2 года назад
Good stuff! I notice you're using a vertical monitor. Which model is it?
@syedanadeem3750
@syedanadeem3750 2 года назад
Hello can you please also do tutorial on tensorflow enviroment and also webscrapping? Thank you so much. I learn so many new things from your videos, it's like having a virtual mentor please keep adding tutorials. Thank you again.
@onikonobi
@onikonobi Год назад
will there be a video on ms sql server, reading databases, schemas, objects/architecture and using tableau?
@psjoshi999
@psjoshi999 3 года назад
vdo request, vdo guide for switch job to DA/DS from current job
@griffithgabourel1048
@griffithgabourel1048 2 года назад
Hi what do you use to do reports? Example I use crystal reports but I want the reports to be available on the web.
@FredAF
@FredAF 3 года назад
Hey| Very useful videos! A streamlit video would be pretty awesome!!
@ShashankData
@ShashankData 3 года назад
Thanks Frederico! Here it is: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-_wPlxZCaS-Q.html
@mjshaheed
@mjshaheed 2 года назад
5:15 Hello, When I typed "conda help"on my Mac terminal, it says, "command not found". Did you install the pkg installer before typing it on the terminal?
@rainbowsunshinekitty3953
@rainbowsunshinekitty3953 Год назад
Feeling a little better about my 7 yr old MacBook Pro. But not about everything else. 😔 But I'm just in Course 3 of the Google Data Analytics program. Lots more to go.
@viralgo4195
@viralgo4195 3 года назад
Thank you
@ShashankData
@ShashankData 3 года назад
You're welcome
@grainofsalt2113
@grainofsalt2113 2 года назад
great content man! Any chance you could add timestamps in future vids?
@jamakloo
@jamakloo 3 года назад
Very useful
@ShashankData
@ShashankData 3 года назад
Glad you think so!
@cuernosdechivas
@cuernosdechivas 3 года назад
Hi Shashank ! Fantastic videos ! Very useful in terms of education. Thank you for that ! If I may question to you: what kind of hardware do you use in your daily work ? I see its MacOS enviroment. What kinf of monitor do you have and isn`t it too big ?
@ShashankData
@ShashankData 3 года назад
Hey Cuerno! Thank you so much for watching. I actually listed the monitor in the description of the video. It’s a curved 35 inch monitor from LG and I absolutely love it. I use a 2020 MacBook Pro 16” but really want to upgrade to the M2 MacBooks when they come out
@ShashankData
@ShashankData 3 года назад
The monitor is a bit big but I spend so much of my day staring at it I figure it’s ok
@ishandandekar1808
@ishandandekar1808 2 года назад
Hi Shashank, Can you make a tutorial about streamlit package and also Dash. You said you are making app for your company, how would that streamlit link be forever running
@lipshanayak305
@lipshanayak305 3 года назад
hey ..can you please suggest some other book which is available freely that will be helpful
@naveenkumarY
@naveenkumarY 3 года назад
can you share the required packages for all other environments ? please
@avinashm624
@avinashm624 3 года назад
Yes! Make a video on streamlit
@ShashankData
@ShashankData 3 года назад
Yessir, coming out next week.
@kunal_tajane
@kunal_tajane 3 года назад
Hi Shashank, Could you make a video on notion. like how to get started with notion and how you use it.
@ShashankData
@ShashankData 3 года назад
Thanks an interesting idea! I'll look into it thank you Kunal!
@leeleonardlen
@leeleonardlen Год назад
I couldn't install the ```bash package. Was that compulsory?
@ziademad3287
@ziademad3287 2 года назад
can i run google colab on vs code ?
@grandeur_82
@grandeur_82 10 месяцев назад
Hello, how to delete duplicate environment? Thanks in advance
@unmanbarman8619
@unmanbarman8619 3 года назад
Hi, Can you also do sql course like this same as you did for python and tableu
@ShashankData
@ShashankData 3 года назад
Definitely !
@marcioandre6469
@marcioandre6469 2 года назад
After 3 days straigth following your tutorial and not being able to connect minimal_ds with vs code i realised that my antivirus was always moving envs/python.exe to quarantine causing a death to the kernel man it was painful.
@marekurban6110
@marekurban6110 3 года назад
I like your content very much, have you ever considered to do any livestream sessions?
@ShashankData
@ShashankData 3 года назад
Hey Marek! Yes actually a couple of times. When these videos premiere I'm starting to stay on the chat in order to answer people's questions but I will definitely do a livestream at some point in time
@alessandrobruni568
@alessandrobruni568 2 года назад
ciao thanks a lot for this video. yesss!!! i am interested on your Data Scientist hub let us know alx
@abhaykshirsagar1166
@abhaykshirsagar1166 2 года назад
Hey, I am using Linux should I set up r in miniconda or install it normally as you have shown in the video.
@ShashankData
@ShashankData 2 года назад
If you can set it up normally that would probably make the most sense
@bilguis100
@bilguis100 3 года назад
Wow this is so helpful! For those who have a slow computer do you use an external memory to make it run faster? How would the set up fit in
@musondasalimu2986
@musondasalimu2986 3 года назад
best advice is to upgrade or delete info, that was my problem and i think the best solution was sacrificing and getting a better laptop
@bilguis100
@bilguis100 3 года назад
@@musondasalimu2986 makes sense my Mac book is the 2013 edition Time for an upgrade. Thank you
@musondasalimu2986
@musondasalimu2986 3 года назад
@@bilguis100 you are welcome
@ShashankData
@ShashankData 3 года назад
Hey bilguis! Thank you so much for watching my video! Funny story, I actually was using a 2013 MacBook until two months ago haha. Yeah if you can upgrade that's the preferable solution because you'll lose hours of your day just waiting for data to load and process. Otherwise you can spin up an AWS server but that quickly becomes more expensive than just getting a new laptop. The new M1 MacBooks seem like great buys at not bad prices.
@oratval
@oratval Год назад
One issue I came across was the line "conda update conda". When I proceeded to install packages afterwards, I was getting an OpenSSL error and wasn't sure why. I got it fixed by entering "conda update --all". Just a small issue, but wanted to let everyone know in case someone else runs into this problem!
@kinewma650
@kinewma650 3 года назад
After running the command 'conda update conda' in the Prompt, would you know how to resolve the error: "ProxyError: Conda cannot proceed due to an error in your proxy configuration. check for typos and other configuration errors in any '.netrc' file in your home directory, any environment variables ending in '_PROXY', and any other system-wide proxy configuration settings"? I've tried multiple solutions from Google, but none have worked thus far.
@ShashankData
@ShashankData 3 года назад
Are you using a work computer? It sounds like a firewall issue
@adjinurfebrian1846
@adjinurfebrian1846 2 года назад
i follow your step but i got this error python : The term 'python' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is correct and try again. At line:1 char:1 + python -u "c:\Users\----\Hello\hello.py" + ~~~~~~ + CategoryInfo : ObjectNotFound: (python:String) [], CommandNotFoundException + FullyQualifiedErrorId : CommandNotFoundException why?
@tabraizbinahmed1513
@tabraizbinahmed1513 3 года назад
Do I really need to learn R I have been learning python
@muteguest60
@muteguest60 3 года назад
What about Excel? What is the cheapest way to get it?
@bhartityagi8183
@bhartityagi8183 2 года назад
Can anyone help me with making big query account without giving bank account details.
@DanielHernandezCa
@DanielHernandezCa Год назад
I am going to buy that book for kindle but your link doesn’t go to Canada so I think for this time you wont get the money. Thank you!
@yunes7305
@yunes7305 3 года назад
23:36 people can use pycharm as alternative to rstudio, not vc code, because pycharm R extension came with R tool and layout same as rstudio, so that includes not only rmarkdown but all file formats in that you can generate from rstudio as well as it supports package building and a lot more. I'm using it all features inclusive and layout much better in pycharm
@ShashankData
@ShashankData 3 года назад
Whoa, does it support Jupyter notebook as well in the community edition? I might switch if it does
@yunes7305
@yunes7305 3 года назад
@@ShashankData yes in community edition. I have took sample screen shot of jupiter notebook but also like if you want to generate html notebook or html document or presentation slides same as PowerPoint. Give it a try and let me know how you find it.
@GauravSaharanELN
@GauravSaharanELN 3 года назад
hi Shashank! great videos. can you give some career advice.. i'm currently unemployed and i am thinking to take Google Data Analytics Certificate course on coursera. will it help me to get a job? is it possible to get a remote work job in this field. Share your experience how did you got into this field (if possible)
@ShashankData
@ShashankData 3 года назад
Hey Gaurav! It's a brand new certificate so it's difficult to say how helpful it'll be. That being said, Google said they'd treat it like a BA and have a few companies on board with them. Practice every day and apply to as many jobs as you can with a customized resume per job
@GauravSaharanELN
@GauravSaharanELN 3 года назад
@@ShashankData thnx
@0xd3960b
@0xd3960b 3 года назад
whats the best resource to learn python for data analysis?
@0xd3960b
@0xd3960b 3 года назад
@pantumnuss have you seen googles data analytics cert? might do it, although they reach R instead of Python
@mohamed.montaser
@mohamed.montaser 3 года назад
can u share your python hub on notion?
@ShashankData
@ShashankData 3 года назад
Hey Mohamed. Let me clean it up a bit and then I can share it :)
@marshalturner9847
@marshalturner9847 3 года назад
Great video! I sent a connect request on LinkedIn for ya!
@ShashankData
@ShashankData 3 года назад
Thanks so much for reaching our Marshal!
@yurihasser3026
@yurihasser3026 2 года назад
If paused @1:15 Shashanks face Collapse. :D
@jaydecanon1314
@jaydecanon1314 2 года назад
16:54
@yunes7305
@yunes7305 3 года назад
If someone not familiar with sql he can learn R and he will get them all, basically you can query sql with R language very easily without writing sql.
@ShashankData
@ShashankData 3 года назад
Great Advice Youness! Some of the analysts on my company do that
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