Create Data Dashboard GUI App with Taipy Scenarios - Step by Step Python Tutorial

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  • เผยแพร่เมื่อ 9 ธ.ค. 2024

ความคิดเห็น • 92

  • @ChristianAkabu
    @ChristianAkabu 3 วันที่ผ่านมา +1

    Hello. i watched this video and liked it a lot. nice studio, great project.i tried emulating the project but didn't workout so wanted to ask if this project supports intel(R) grahics. error message was invidia-smi not found. you really simplify python explanation. nice one. 👍

    • @PythonSimplified
      @PythonSimplified  3 วันที่ผ่านมา +3

      It works, just not on your graphics card! You can proceed with the entire tutorial using regular Pandas, rather than the cuDF Pandas library that we install on minute 15:30. Just keep working inside your ds environment. Do not switch to ds_gpu and do not install or import cudf.pandas. Your app will work just fine with the CPU based Pandas.
      As I mentioned in the video, you need a special kind of hardware to proceed with GPU processing. It's an optional step that only works with Nvidia based GPUs that support CUDA.
      Please try it again, but make sure to skip the cuDF Pandas section between minutes 15:30 and 18:10.
      Good luck! 😃

    • @ChristianAkabu
      @ChristianAkabu 2 วันที่ผ่านมา

      @@PythonSimplified Ok. thanks very much.

  • @ecsantana
    @ecsantana 6 วันที่ผ่านมา +14

    You are undoubtly born with the gift of Teaching... You not only simplify things, but makes anything so much fun to learn! ! !

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา +1

      Yeeey! Thank you so much for the lovely feedback!!!
      Super happy you like my teaching style! 🙂🙂🙂

  • @serta5727
    @serta5727 6 วันที่ผ่านมา +12

    Great coding channel 🤓

  • @davidtindell950
    @davidtindell950 3 วันที่ผ่านมา +3

    Hi ! Thank You for providing this more 'advanced' and 'complete' Python Tutorial. Very engaging, helpful and useful !

  • @xyzxyz6095
    @xyzxyz6095 6 วันที่ผ่านมา +2

    Awesome preparation for this flawless lesson. Congratulations for your pedagogical methods,Maria. Salutations from France.

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา +1

      Merci beaucoup!! Glad you like this tutorial! :)

  • @Juanca-y3w
    @Juanca-y3w 6 วันที่ผ่านมา +4

    Genial, ya active la notificación para que me avise 👏

  • @GodX36999
    @GodX36999 2 วันที่ผ่านมา

    your voice is clear, well instruction, attraction, viral and lovely.

  • @hk254lyt8
    @hk254lyt8 6 วันที่ผ่านมา +2

    Missed you. You helped me so much in my CS degree. Graduated this year 🎉

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา

      That's awesome!!!! Super happy to help!! Right now I'm only waiting for the grades on my final project - and then I'll finally graduate too! 😉

  • @DerFlotteReiter
    @DerFlotteReiter 2 วันที่ผ่านมา

    It would be amazing if you could make a video were you backtest the strategies.
    And the tutorial is great. You present everything very well and your fluent speaking (without any "aaahhhs") is amazing.

  • @rentipollo
    @rentipollo 6 วันที่ผ่านมา +2

    great inspiration, happy to have found this channel

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา

      Thank you so much!!! Glad to have you on board! 😀

  • @Sinke_100
    @Sinke_100 6 วันที่ผ่านมา +2

    Like this Taipy thing, and you are killing it, Mariya 👍🏻

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา +1

      Thank you, Sinisa!!! Now when I've learned how to work with Scenarios - I like Taipy much more than before!
      When I filmed my previous tutorial, I don't think Scenarios even existed! (Or maybe I just missed them in the documentation... 🤷‍♀️)
      It was a bit challenging to learn them on my end, but I hope I explained the principles in an intuitive way so folks will not have the same struggles! 😀

    • @Sinke_100
      @Sinke_100 6 วันที่ผ่านมา

      @PythonSimplified I was curious for Flet too, perhaps try it too somewhere in the future. I like gui variety. Taipy is kinda like React for Python, I am getting that vibe, lol. Haven't tryed it myself though yet

  • @07bakabaka
    @07bakabaka 3 วันที่ผ่านมา +1

    Fan here, please keep sharing your knowledge

  • @javdmnm
    @javdmnm 5 วันที่ผ่านมา +2

    This video was absolutely amazing and informative. Thank you so much for your useful, practical, and up-to-date tutorials!.👍

    • @PythonSimplified
      @PythonSimplified  3 วันที่ผ่านมา +2

      Thank you so much for the incredible comment!!! 🙂🙂🙂

  • @VardisSartzetakis
    @VardisSartzetakis 3 วันที่ผ่านมา +2

    I apologize for the delay. It took me 8 min to subscribe to your channel.

    • @PythonSimplified
      @PythonSimplified  3 วันที่ผ่านมา +1

      You must be a fellow Canadian if you apologize for something like that! 🤪 hahaha
      Welcome aboard!!! I hope you find my videos helpful! 😃😃😃

    • @VardisSartzetakis
      @VardisSartzetakis 2 วันที่ผ่านมา

      @@PythonSimplified Yes I am, with a Greek background, unfortunately on the other side of Canada. Keep up the good work, you have talent!

  • @6r31v1nZ
    @6r31v1nZ 3 วันที่ผ่านมา +1

    this is gold, lady

  • @paulinofm
    @paulinofm 5 วันที่ผ่านมา +1

    Hola 😀.
    Amazing video!! , amazing project!!, amazing python packages!!! and super amazing teacher!!! 👧
    SALUDOS DESDE ESPAÑA 🇪🇸

  • @themarksmith
    @themarksmith 5 วันที่ผ่านมา +1

    Just found and subbed to your channel - amazing stuff!

    • @PythonSimplified
      @PythonSimplified  5 วันที่ผ่านมา +1

      Thank you so much, dear!!! Welcome aboard! 😀😀😀

  • @serta5727
    @serta5727 6 วันที่ผ่านมา +3

    It's pretty cool 😎

  • @khaledkon7883
    @khaledkon7883 6 วันที่ผ่านมา +1

    wonderful, thank for this amazing tutorial 👏👏

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา

      Thank you so much for your comment! 😀

  • @Slavigrad
    @Slavigrad 6 วันที่ผ่านมา +1

    Amazing project, cheers!

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา +1

      Thank you so much!!! cheers! 🙂

  • @Firecodeman69
    @Firecodeman69 3 วันที่ผ่านมา +1

    This is amazing work. You are an awesome teacher.
    Would you ever consider a video showing how to host this application in taipy on your own web server?
    Thank you for the videos.

  • @nandadoneparthy1143
    @nandadoneparthy1143 4 วันที่ผ่านมา

    really excellent, god bless you

  • @adrianguerra1952
    @adrianguerra1952 6 วันที่ผ่านมา +1

    awesome video, thank you so much.

  • @chaimaghemati8713
    @chaimaghemati8713 6 วันที่ผ่านมา +1

    So excited to try it

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา

      Awesome! Let me know how it goes! 😀
      (and don't forget to share a link to your app if you end up customizing it! 😉)

  • @synchlabcoding5345
    @synchlabcoding5345 5 วันที่ผ่านมา +1

    Awesome video

  • @joseramon1017
    @joseramon1017 6 วันที่ผ่านมา +1

    Saludos desde MEXICO 🎉

  • @GodX36999
    @GodX36999 6 วันที่ผ่านมา +1

    Yeah good job , so appreciated

  • @nightmisterio
    @nightmisterio 6 วันที่ผ่านมา

    Oh yeah! 🎉

  • @Optimusjf
    @Optimusjf 6 วันที่ผ่านมา +1

    Greats

  • @desiduniya2425
    @desiduniya2425 5 วันที่ผ่านมา

    Yay, Nice ezy pzy✌️

  • @georgevillac
    @georgevillac 5 วันที่ผ่านมา

    awesome

  • @Juanca-y3w
    @Juanca-y3w 6 วันที่ผ่านมา +6

    Next tutorial, Flet and python

    • @willy_fonker
      @willy_fonker 6 วันที่ผ่านมา +2

      Flet is an awesome library.... But I personally think it's a bit too new to be deeply invested in.
      But maybe in the later future it can be awesome working with it

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา +3

      It actually looks pretty intuitive and simplistic! If I see more comments, I might cover it in the future (however, not in the next tutorial 😅)

    • @willy_fonker
      @willy_fonker 5 วันที่ผ่านมา

      @@PythonSimplified yeah, just play around with it ... (Desktop, web, mobile)All in one library💯

  • @cx3268
    @cx3268 6 วันที่ผ่านมา +2

    Buying & selling stocks & other assets for DECADES have noticed up & down statical patterns. BUT at times those patterns ignore other realities.

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา

      Absolutley! On top of historical mathematical patterns, stock values are also affected by world events and politics 🙂
      To take the other 2 factors into account, we can probably use an LLM and create a substantially more advanced application that skews the prediction based on news items. It could be a nice project, but would require much more technical knowledge and real-time updates via fancy web sockets 😉

    • @MuhammadNurdinnewspecies
      @MuhammadNurdinnewspecies 6 วันที่ผ่านมา

      ​@@PythonSimplifiedcorrect.. event with xlstm we still have a long gap between prediction and real data for long term prediction.
      For short term maybe we still can use it

  • @myJapanTV013
    @myJapanTV013 5 วันที่ผ่านมา

    Nice

  • @mouhameddiop2245
    @mouhameddiop2245 5 วันที่ผ่านมา

    Hello Marya
    Thank you for your presentation, it's amazing and the contains are awesome.
    But i have one question can i use your method in case where i have for example a dataset with regions and each region we have a list of sites radiocommunications .
    Another question your predict values are per day value or whole the values between start and end dates?

  • @rofsjan
    @rofsjan 6 วันที่ผ่านมา

    Interesting. Stocks, finance. Thank you!
    Is it possible to get values of Moving averages, like 200 daily MA?

  • @gabrielmegiatoreloferreira5860
    @gabrielmegiatoreloferreira5860 6 วันที่ผ่านมา +2

    Owww. Now the videos have translation!

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา

      Yup! That's a new TH-cam feature! All video are automatically captioned and translated! 🙂🙂🙂
      I used to generate captions via Adobe Premiere and translate them via HuggingFace Transformers, it used to take HOURS to generate files for 8 languages... now I don't need to worry about it at all! 🥳
      Thank you TH-cam!

  • @robertwhite8194
    @robertwhite8194 2 วันที่ผ่านมา +1

    do you have a video about how to install a WSL terminal. I attempted to install Window Subsystem for Linux but got this:
    Downloading: Windows Subsystem for Linux 2.3.26
    Installing: Windows Subsystem for Linux 2.3.26
    Catastrophic failure

    • @PythonSimplified
      @PythonSimplified  2 วันที่ผ่านมา

      I can't recreate your error, but I have a feeling it might be due to a partial installation of WSL that prevents you from running or installing a new one. Try the following:
      1. run your Power Shell as administrator (administrator is very important!)
      2. wsl --shutdown
      3. wsl --install

    • @robertwhite8194
      @robertwhite8194 วันที่ผ่านมา

      @ hey thanks so much for replying! I got WSL downloaded and completed this tutorial. I learned a lot! WSL is very cool, and the extension for it in VS code works great!

  • @GodX36999
    @GodX36999 2 วันที่ผ่านมา +1

    Hi , I have this error "PackagesNotFoundError: The following packages are not available from current channels:
    - rapids=24.10*" then I used this command to check rapids version =====> conda search rapids -c rapidsai
    Loading channels: done
    # Name Version Build Channel
    rapids 0.0.1 pyh9f0ad1d_0 conda-forge
    It's just 0.01. so what's wrong with this. Thank you

    • @PythonSimplified
      @PythonSimplified  2 วันที่ผ่านมา +1

      Here's a quick troubleshooting checklist:
      1. before you install RAPIDS, you need a compatible GPU. If you don't have an Nvidia Based GPU with CUDA capabilities - you shouldn't be installing RAPIDS in the first place. In that case, just skip the cuDF Pandas section from minute 15:30 to 18:10. Proceed with your initial "ds" environment, with the traditional CPU-based Pandas. The same commands that work with Pandas, also work with cuDF Pandas, so everything will work the same on you end (just a tiny bit slower, because CPUs are not very good at processing tasks in parallel).
      2. in case your GPU hardware is compatible, but you're still getting this error. type "nvidia-smi" in your WSL terminal and see what version of CUDA your GPU driver has. Then, navigate to the official RAPIDS cuDF Installation Guide:
      docs.rapids.ai/install/
      Select the following:
      - stable release
      - conda method
      - CUDA env that matches your version of CUDA
      - Python 3.11 or 3.12
      - choose a specific package of cuDF
      And then, you can copy the generated command from the bottom into your terminal.
      Good luck and I hope it helps! :)

    • @GodX36999
      @GodX36999 วันที่ผ่านมา

      @@PythonSimplifiedwow, how nice and details feedback. Thanks a million ❤❤❤

  • @butoyaemma600
    @butoyaemma600 3 วันที่ผ่านมา +1

    is it possible to get that file where you do all of that to do practice?

    • @PythonSimplified
      @PythonSimplified  3 วันที่ผ่านมา

      Sure! You can find the complete app on Github, inside the "complete_app" directory 😉
      github.com/MariyaSha/data_science_dashboard

  • @stergios_karantanis
    @stergios_karantanis 4 วันที่ผ่านมา

    👏

  • @CandaceTrujillo-e7h
    @CandaceTrujillo-e7h 5 วันที่ผ่านมา

    Thanks for sharing such valuable information! Could you help me with something unrelated: I have a SafePal wallet with USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). How can I transfer them to Binance?

  • @travisschwartz3397
    @travisschwartz3397 5 วันที่ผ่านมา

    Solidity editor do they have one ? 😅❤

  • @nazarshi9778
    @nazarshi9778 3 วันที่ผ่านมา +1

    anyone having issue with the plotting of the company values ? ?? any idea how to fix it ?

    • @PythonSimplified
      @PythonSimplified  3 วันที่ผ่านมา

      What kind of issues are you having? And at which steps of the tutorial?

  • @artstechnology7809
    @artstechnology7809 5 วันที่ผ่านมา

    You are beautiful girl and with beautiful minds ❤❤❤

  • @thomashering1482
    @thomashering1482 6 วันที่ผ่านมา

    Hallo.. I use python (and other) since 2002 at work... there is so many stuff. I'm not sure.. was taipay also a thing for android ? For logic and data ... and everything you can solve on a commando line: python is the boss. Bur gui is a pain in the ass. For 20 years ongoing.

    • @willy_fonker
      @willy_fonker 5 วันที่ผ่านมา

      @@thomashering1482 GUI in python, you just have to be creative

  • @lonnieo4676
    @lonnieo4676 6 วันที่ผ่านมา +3

    ...Past performance is not indicative of Future Results

    • @PythonSimplified
      @PythonSimplified  6 วันที่ผ่านมา +3

      and yet somehow history tends to repeat itself 😉

    • @lonnieo4676
      @lonnieo4676 6 วันที่ผ่านมา +1

      @@PythonSimplified lol..

  • @shoshanamofaz3012
    @shoshanamofaz3012 5 วันที่ผ่านมา +1

    Don’t use Python as much as I used to Dell has me using Java Spring for server side Typescript for client side

    • @PythonSimplified
      @PythonSimplified  5 วันที่ผ่านมา

      I'm so happy to see you in the comments again, Shoshana!!! 😀😀😀
      It's been a long while, and I was wondering how you've been doing during these uneasy times!
      Glad you're still with Dell! (but very sad they're using a Java backend instead of Python 🤪 hahaha). Cheers, and have a fantastic rest of your week!
      וכמובן, שבת שלום!! וד"ש מקנדה המושלגת! 🙂

  • @travisschwartz3397
    @travisschwartz3397 5 วันที่ผ่านมา

    How do smart contracts work 😅

  • @shoshanamofaz3012
    @shoshanamofaz3012 5 วันที่ผ่านมา

    Still working for Dell I am a single mother now

  • @GodX36999
    @GodX36999 21 ชั่วโมงที่ผ่านมา

    Hi, I have install tensorflow and keras together in vs code but don't use conda, I have error missing import when code " from tensorflow.keras import layers" but no error if I did " from tensorflow import keras
    from keras import models " . but chatgpt told me that have some key difference