👉 STOP Using Jupyter Notebook! Here's the Better Tool

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How's it going, everyone! Today I want to share with you the top 7 reasons why you should start using Jupyterlab instead of the classic Jupyter Notebook. I had a lot of fun making this video and I hope you found it helpful. If you do, please share it with anyone who needs it. Thank you for watching! :)
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🔑 TIMESTAMPS
================================
0:00 - Intro
0:21- What is Jupyterlab?
0:42 - #1 Everything is under one roof
1:16 - #2 Viewing CSV
1:48 - #3 Second view for notebook
2:32 - #4 Split view
3:05 - #5 Rearranging cells
3:34 - #6 Code consoles
4:02 - #7 Preview for markdown
4:38 - Outro
#ThuVu #Datanerd #DataAnalysis #CoffeeData #DataScience #dataanalytics

Опубликовано:

6 июл 2024

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Комментарии : 331

@Thuvu5 2 года назад

Hey, thank you for watching! If you found this video useful, don't forget to hit the LIKE button and share it with someone who might need to see it :). Link to get started with Jupyterlab: jupyterlab.readthedocs.io/en/stable/getting_started/installation.html

@swethasays 2 года назад

Thank you very much! 💕 It is really helpful. I’m gonna jump on Jupyterlab from now.

@sethm7761 2 года назад

Great info. Get a new microphone to greatly enhance the audio. I love rode mics. Keep content coming

@reellezahl 2 года назад

Everything you argued for in this video is good, but why do people stick with these online products. One could do all of this by just using an offline IDE (PyCharm, VSCode, etc.), with the advantage of being able to use it offline. And all of this has been available for well over a decade. I can see one advantage of using this online stuff: easy share-ability of code for teaching purposes. Outside of this, I'm honestly surprised and shocked that people studying Data science are so heavily reliant on Jupyter, Colabs, _etc._ (all of which are very constrained tools), instead of becoming well versed in standard IT practices like using IDEs, setting up proper code bases (and structuring them instead of dumping everything in the root folder), git / version control, using docker, _etc._

@Soulfulreader786 Год назад

Try vs code it is more interactive for ipynb files Literally you can jump to any line of code using top navigation tab

@hhFaktor 2 года назад

I prefer just using vs code, it has all the functionality jupyter lab has and more.

@MichaelAye 2 года назад

It hasn’t. Interactive widgets don’t work (yet) in vs code.

@lawrencedoliveiro9104 2 года назад

Jupyter does rich output and interactive widgets. Quite handy for teaching/exploration purposes.

@dansplain2393 2 года назад

I use vs code as well! The search and replace in files is a bit dodgy, but it all gets better every release.

@MartyAckerman310 2 года назад

.ipynb debugging in VSCode seems to not work for me, in jupyter lab it's a piece of cake.

@rafinislam1334 2 года назад

true

@victoiret6335 2 года назад

Thanks for the tips! Gonna try that out for my future projects.

@joseoviedo4529 Год назад

Thank you for the video! I am just starting my data/computer science journey and you have made the choices clear using your personal experience.

@thw6245 2 года назад

Thanks a lot for the video, do love the feature that you can drag a cell from one notebook and drop it to another.

@victortaillieu8991 2 года назад

Great video, thanks for the tips! Another feature I like in Jupyter Lab is the built-in dark mode

@Thuvu5 2 года назад

Absolutely agree! I forgot to mention it in this video 🤦🏻‍♀️🤯. Thanks a lot for sharing 👋

@benravenhill484 2 года назад

i've been using vscode for literally everything including jupyter notebooks. now i have slightly better alternative. i can no longer mix my web and data projects. thanks lots bro!

@Thuvu5 2 года назад

Yeah I used to have the same problem as well. But now that I’m so used to the simple interface of jupyterlab when doing data projects, and the csv viewer is so handy, I’m not planning to go back to vscode soon 😅. Thanks for tuning in 👋

@BP-qy2pb 2 года назад

@@Thuvu5 I used jupyterlab from 2018-2020, because I enjoyed connecting to remote linux server with it. However, I switched to vscode as well. The plugins of jupyterlab are sxcks. I tried the plugins like git and variable explorer. Something basic are still horrible. With extensions like remote development, python and jupyter, vscode is much jupyter than jupyterlab.

@reellezahl 2 года назад

@@Thuvu5 you could view CSVs in VS Code for years. You also have proper intellisense for a myriad of languages in a proper IDE. Intellisense + the ability to work offline is a huge advantage to an online tool.

@porcorosso4330 2 года назад

Is there some kind of dashboard feature as well that can run maybe schedule scripts to refresh the displayed data?

@vijaynadkarni 2 года назад

Loved your video. For me there’s one more all-important reason to use Jupyter Lab and that is its debugging capabilities, including setting breakpoints and watching variables, even within functions. No more inline print statements!

@MartyAckerman310 2 года назад

Yes! Debugging in Jupyter Lab is really good. By comparison, I can't get debugging to work in a .ipynb notebook in VSCode.

@reellezahl 2 года назад

Just use an IDE.

@anuragdeshmukh1985 2 года назад

The one thing I did not like when I started with Jupiter lab was that there was no support for nbextensions. I hope they eventually add support for that!

@Thuvu5 2 года назад

Hey Anurag, thanks for sharing this! There’s a list of labextension that you can look into. For me I haven’t seen anything that can be done in Jupyter notebook and not in Jupyterlab

@legion_prex3650 2 года назад

nice, thank you for your comprehensive explanations! I will lab give a try!

@coredog64 2 года назад

Awesome video! Thanks for making this informative video.

@moeeljawad5361 2 года назад

Thanks for your video, I am definitely going to give jupyter lab a try. Do you know any Python IDE or Notebook that i can use for data analysis and that can save the variables in an environment that is loaded again when the file is opened? Something similar to Rstudio IDE.

@luisdotto7944 2 года назад

I installed Jupyterlab but I don't see extesion icon. Should I install separeted?

@simonrasmussen8166 2 года назад

Hi Thu Very interesting points in this video! Very familiar with having to scroll a lot, haha. Started out today testing Jupyter Lab after 8 months in Notebooks. The only obstacle so far is that Jupyter Lab runs much slower for me (in chrome) than Notebooks.

@manuklinkz2691 2 года назад

So what do we use for pip Vs code or pydroid 3? Please provide full step by step ty

@gadooze Год назад

As a Python Beginner, with no prior programming experience, which is better while learning, taking notes on Jupyter Lab or on TensorFlow?

@alexgeld7173 Год назад

Thanks I’ll definitely try 😊

@abhijeetghosh27 2 года назад

This is really awesome...Really great alternative 👍👍.. thanks for sharing this..

@marco.nascimento 2 года назад

Quite nice!! Definetely will try it out :)

@pandasdatadiaries6364 2 года назад

Great insights, thanks for sharing 🙂!

@pavelperina7629 2 года назад

How does it compare to Visual Studio Code that I'm using last two years not looking back for Jupyter Notebook?

@leonardoalvarado7632 2 года назад

Thank you for this recommendation is very useful!

@marianasales7526 2 года назад

Love the video!!! I'm switching for Jupyter Lab right now! Thanks

@GustavoSuto 2 года назад

Thanks for the video and the links!

@tianchu9133 2 года назад

Wonderful! I am going to try it now!

@hajouanas705 2 года назад

Thank you for the video. I do use jupyter and things get messy sometimes, this will help me for sure.

@kapilpoudel8452 2 года назад

what is better R studio or Jupyterlab ??

@kia4now Год назад

very helpful, thanks!

@dllamaree Год назад

Awesome. Thank you for the video

@kritsaphongphuthibpaphaisi1509 2 года назад

Nice info indeed, Thank you

@christianbermudezrivas9025 Год назад

great advice! Thank you very much!

@alexeyprikhodko6990 2 года назад

Thanks for the interesting video. I want to ask a question, what is the recommendation of a git for JupyterLab?

@BP-qy2pb 2 года назад

The plugins of jupyterlab are sxcks. If you wanna git integration, using vscode.

@ashfakappu3702 9 месяцев назад

there was a erroe when openning my jupyter notebook as jupyter notebook lauch produced error how to fix it please

@Htran21290 2 года назад

Thanks for this Thu. Keep it up! I hope to see more videos from you.

@Thuvu5 2 года назад

Thank you, Huyen! Will keep 'em coming 😄

@aoifekun 2 года назад

I've just starting to learn Python now (using jupyter notebook) and you're absolutely right about the back and forth scrolling. It is so frustrating! To the point i wished there's like a navigation bar at the side like you can see in most pdf files...

@cradleofrelaxation6473 7 месяцев назад

And now they’ve heard your complaints and made navigation 🧭 bar by your left

@thomasfsr 2 года назад

Omg this helped me so much today ✌🏼 I needed to do a data analysis and was using jupyter NB just as I learned on the courses

@Thuvu5 2 года назад

Oh how nice!! 🙌🏽

@yliu4093 2 года назад

Thanks. Does it have table of contents? I don’t see in your video. I think TOC is very convenient.

@Julian-tf8nj 2 года назад

yes, it does!

@asd-ob5ze 2 года назад

The one problem I have with this upgrade is the fact that it makes the experience even more mouse-heavy, when there's already a lot of things you cant just use a keyboard for in Notebooks alone (for efficiency).

@misaelgarcia7456 10 месяцев назад

You can move between tabs and run/add cells with shortcuts so I'm okay with that

@Limestarz 2 года назад

I started using labs after I took the IBM data analyst cert and they also said labs is suppose to be better then notebook and I think they said notebook will be phased out or something like that. But, during the assignments of IBM cert the labs kept glitching out on some code, so I had to switch back to notebook to finish the assignment. That one experience has jaded me lol. Plus, I don't use notebook enough to even notice much difference. Although I was unaware of the excel viewing in labs, which is cool. Also, I kind of hated how labs directory just put all my files in one place, and I gave up trying to figure out how to sort/org my labs folder directory. I had 50+ and it was getting to hard to find anything on start up, which my pseudo OCD would kick in everytime i looked at the folder directory and it would stress me out.

@Thuvu5 2 года назад

Oh I’m sorry about the experience you had with Lab during the IBM course. But regarding the folder directories, you can create folders within the Lab environment (in the sidebar) as well. Good luck!

@Oceansteve 2 года назад

okay... your video is the first that has actually convinced me to look at changing from notebook to lab.

@amortalbeing 2 года назад

Last time I checked, lab had issues with javascript based widgets, especially for visualization(interactive ones). that was around 2/3 years ago. not sure if thats fixed. Also what about the extensions? are they all now supported there?

@Thuvu5 2 года назад

Yes I found the same bug, but there are some work arounds you can try, for example using venv like in this video Data Portfolio Project: Make Beautiful Python Visualization Dashboard With Panel/Hvplot ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-uhxiXOTKzfs.html

@amortalbeing 2 года назад

@@Thuvu5 Thanks a lot reatly appreciate it. keep up the good work ;)

@saniagus1 2 года назад

very nice point of view you got it here. 'Course will check this out

@yliu4093 2 года назад

Thanks. I found the search function is very slow in Jupyter lab when the file is big. This issue is fine with notebook. Not sure why Jupyter lab is so low in search?

@Thuvu5 2 года назад

Thanks for sharing! I’ve never encountered this problem, so not sure 🤔

@ianeyre6687 Год назад

Great video. Thank-you.

@lethankosi9312 2 года назад

Brilliant! Thanks for this video. I already feel more productive!

@Thuvu5 2 года назад

Haha that sounds awesome, Letha!

@jasonwoodward5501 Год назад

Excellent. Thank you.

@yujiitadori225 2 года назад

Definitely going to try jupyter lab!! Thanks for bringing this topic

@romanlf5620 2 года назад

Good to know for markdown preview thanks

@yash1152 Год назад

thanks a lot for sharing this, i did NOT want to use vs code for this thing, so, was looking for some alternate. other than that, any tip on how can i launch this with some specified directory? so that i dont have to always change it when i launch it up.

@Thuvu5 Год назад

You just launch Jupyterlab from the command line/ terminal at a directory you want. You can watch some of my tutorial videos to see how this works. Hope it helps! 😊

@yash1152 Год назад

@@Thuvu5 thanks for sharing. but i resolved this by creating a shortcut to the "jupyter server" with the shortcut's "open in" property (on windows OS) set to the desired directory. the benefit with creating jupyter server's shortcut is that both - jupyter notebook/lab - work with it

@alusandrea1501 8 месяцев назад

You've convinced me. Trying to learn Python from mostly using R and was looking for something that lets me clearly organize and explain my code as I learn.

@Darokbr 2 года назад

Your channel is very nice. I recently found it and I am loving it.

@Thuvu5 2 года назад

So glad you liked it, Diogo!! 💜

@Darokbr 2 года назад

@@Thuvu5 keep up the good work. I am currently moving my career towards data science and you have some good content here.

@InfiniteLearningLab 2 года назад

thanks for your advice 👍👍👍

@byeyou100 5 месяцев назад

What system requirement?

@chrisbee5162 Год назад

That's great, thanks!

@hieutrung7348 Год назад

Dạ em làm một cái app giao diện đơn giản bằng tkinter ấy ạ, nhưng khi chạy trên jupyter nó kiểu chạy lần đầu xong tắt xong chạy lại không được ấy ạ, xong phải restart thì mới chạy được, không biết đây là gặp phải vấn đề gì chị có biết không ạ

@sisnandojunior340 2 года назад

Thanks for your video. 😍

@SabinoMaggi 2 года назад

Thanks for sharing these tips. I always hated Jupyter notebooks for their lack of flexibility when the code begins to grow a little bit and for that reason I have always preferred Atom or VSCode. JupyterLab seems a much better alternative, I will definitely give it a try.

@Thuvu5 2 года назад

Yeah I had the same experience with Jupyter Notebook. Curious what you’ll think about Lab 🧐

@richarddeanmorales 2 года назад

do you think jupyterlab is better than vs code now that they have jupyter notebook extension too?

@johnpetermwangimukuha 2 года назад

I thought you were to refer us to VS Code! Not another Jupyter Lab program. Great video. Let me check it out.

@kashandata 2 года назад

Excellent info, I hope more people watch your videos.

@Thuvu5 2 года назад

Thank you so much for your kind comment 💛

@teamshare7558 Год назад

I just start to learn python a few days ago using notebook and I found your video make me to migrate to the lab. Thanks

@peacecyebukayire5316 Год назад

Wow:) You're awesome, Thuvu

@barekbentley9330 2 года назад

This is cool. I found the vs code plugin to save my sanity. I'll keep this in mind to those that don't like vs code

@prashkd7684 Год назад

My cousin works in finance and struggles with MS excel all the time as they work with large database files. I am trying to get him started with Python.

@successorantigha9466 Год назад

How about I join? I have the same challenge

@fabianandrespachecozelada4208 2 года назад

i will show this to my teacher, thanks for the video

@minhajali3671 2 года назад

Hey I’m a beginner and I’ve been using notebook, can I use lab yet? Is it harder?

@Thuvu5 2 года назад

Hi Minhaj, I think Jupyterlab is probably even better for beginners in terms of the extra functionalities it offers so I’d recommend it for any levels

@minhajali3671 2 года назад

@@Thuvu5 appreciate the fast response. Will use it from now on:)

@LukeBarousse 2 года назад

Had no idea about the CSV viewer! 🤯 that crushes excel!! 💪

@Thuvu5 2 года назад

Indeed, super handy! My Excel crashes so badly sometimes because of me being too optimistic about its power 😅

@LukeBarousse 2 года назад

@@Thuvu5 Unfortunately very much familiar with that!

@lawrencedoliveiro9104 2 года назад

“Crushing Excel” isn’t really saying much, though.

@reellezahl 2 года назад

lol, just use VS Code. It's had a CSV viewer for at least half a decade. It also works **offline** and you can run display these jupyter notebooks with all (actually more) features (including variable inspection) in VSCode. Plus you have **intellisense** and support for a myriad of languages unlike this silly platform.

@lawrencedoliveiro9104 2 года назад

Jupyter has interactive widgets and rich output. It also has a Notebook API that you can access from Python.

@MrScoodles 17 дней назад

hmm, having multiple tabs within a browser tab rather than having multiple browser tabs isn't an advantage if there is no keyboard shortcut to switch between tabs in Jupyter lab. Is there a keyboard shortcut for this?

@dipi71 2 года назад

I can haz dark mode plz?

@YohaneesHutagalung 2 года назад

Thanks 👍

@franklyvulgar1 5 месяцев назад

thanks for the video, I just started using jupyter lab more and I totally agree with your points :)

@gedtoon6451 7 дней назад

Why can I still not cut and paste text in a cell using the mouse?

@nitishsonkar8947 2 года назад

we can also use vscode jupyter notebook with different envirorment we created.infact it will will work on tensorflow env.

@SCIENindustries 2 года назад

Why not use vs code?

@tuannguyentranle7151 2 года назад

It's brilliant! I could not keep admiring this content and how convenient Jupyter lab are. Btw, love u from Vietnam 🙆

@Thuvu5 2 года назад

Thank you so much, Tuan! 🤩

@darththeron8578 2 года назад

Hey, Im working togehter with an professional Data Scientist. He said please use Spyder. I was like: My VSCode and Jupyter Lab was nice. Now I cant get back because its DESIGNED for Data Science. It has way too good features like interactive code and a visualisation timeline, the best variable explorer. Yes okay it looks a bit selfmade but using dark mode always help. Hope could share the advice I got. Thanks, have a great day

@mmontesbr 2 года назад

Scalability?

@jorge1869 2 года назад

The jupyter Notebook of VC code is the king: intellisence, speed, copilot, puglin to install, and many more.

@lucasnovaes5062 2 года назад

this video gonna save me hours of work thank youuu

@moemarocha3893 Год назад

Thank you so mucho!

@gml5536 Год назад

Thank you!

@richardbrayshaw9963 2 года назад

I've always used Spyder, are there better alternatives?

@Thuvu5 2 года назад

Hi Richard, I don't use Spyder so I can't speak from my experience. You could try out VS code and Jupyter and see if you like them :)

@louegebaguio170 Год назад

Thanks I hope to connect with you soon!

@charlesspringer4709 2 года назад

I'm convinced!

@rickeyestes Год назад

Thanks!

@PuerinTheHunter 2 года назад

Excellent tip, Thu Vu!

@findthetruth3021 2 года назад

Could you please share with me the CSV file? İt was really amazing. I want to use it from now on. Always the best video contents 👏👏👏. Keep up the great job.

@Thuvu5 2 года назад

Aww, thank you Halkawt for such kind words 👋. I'm glad it was helpful. I believe I downloaded that CSV file from here on Kaggle www.kaggle.com/sudalairajkumar/daily-temperature-of-major-cities It's quite a nice dataset for doing analysis and visualization on.

@findthetruth3021 2 года назад

@@Thuvu5 You are the best. Thanks a lot for the prompt response.

@costa2150 2 года назад

well done, thanks

@Thuvu5 2 года назад

You’re welcome! Thanks for watching 🙌

@roberthildebrand1780 2 года назад

You convinced me!

@ravipratapmishra7013 2 года назад

Both jupyter lab and notebook stuck if the code is larger even the vscode.

@Thuvu5 2 года назад

Oh that’s interesting to know! I think my code is not big enough yet to give me that issue 😅

@lengleng4043 2 года назад

Thanks for this Thu Vu!

@Thuvu5 2 года назад

I’m glad you find it useful! 🤗

@stevenbrown3654 2 года назад

I've been using Jupyterlab for quite a while and wasn't aware of all these features! (All of which I will use.) Thanks!

@Thuvu5 2 года назад

So glad it was helpful, Steven! 🙌

@JatinGera 2 года назад

The main very basic thing the jupyterlab or notebook and many other pyrhon based IDEs are missing is variable inspection and interacting capabilities like matlab.

@FsimulatorX 2 года назад

Spyder has that

@Singularitarian 2 года назад

With Spyder (for example) it’s simple to insert a breakpoint and step through the code line by line. Is there a way to do that in Jupyter Notebooks?

@JatinGera 2 года назад

@@135hero2 can you please suggest the name of the package.

@lawrencedoliveiro9104 2 года назад

Put a print expression in a cell.

@greisboy425 2 года назад

Already have visual studio on my laptop.

@proteuswave Год назад

I am converted :) Thank you!

@nurinnabilah7667 10 месяцев назад

ahhh, why is this vid come out after my final year project !! :((( The struggle using Jupyter Notebook are killing me. Thanks for this wonderful video😍

@LukePighetti 2 года назад

I'll be honest, I don't really understand why they built essentially a complete IDE. I would have much preferred if they invested in tools for VSCode / etc

@yash1152 Год назад

i for one, am super glad they didnt opt for the vs code