MLOps Course - Build Machine Learning Production Grade Projects

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  • Опубликовано: 24 дек 2024

Комментарии • 150

  • @AyushSinghSh
    @AyushSinghSh Год назад +237

    Hope you guys enjoy the course, do lmk if you have any such questions in this!

    • @RoohHora
      @RoohHora Год назад +1

      ليه مفيش ترجمه عربي

    • @AungBaw
      @AungBaw Год назад +4

      Thank you so much for the course, you help alot of devs out there.

    • @sakthi130
      @sakthi130 Год назад

      You are here to cheat people! I did see your machine learning video and joined your course only to find out that you won't do what you said.
      You might even delete my comments here but people will find the truth.

    • @johntube7554
      @johntube7554 Год назад +3

      Ayush, thanks for this course. Where do I find the extra reading material you mentioned at the end of the readme file?

    • @quincylarsonmusic
      @quincylarsonmusic Год назад +6

      Thanks again for sharing your MLOPs insights with the global developer community. This course is going to help a LOT of devs.

  • @aghilannathan8169
    @aghilannathan8169 Год назад +9

    I've wanted a video like this for so long. Thank you.

  • @bhaskartripathi
    @bhaskartripathi 11 месяцев назад +12

    The actual video starts at 34:00

  • @sensu31
    @sensu31 Год назад +20

    Thank you so much, been waiting for a MLOps course :)

    • @isaacjimenez463
      @isaacjimenez463 Год назад +1

      How are you going along like where do i find the notebook and instructions to go step by step

  • @marjanadneen5329
    @marjanadneen5329 Год назад +3

    I been looking for this,I`m transitioning from devops to MLops.Thanks @AyushSingSH and @Freecodecamp

  • @triz9267
    @triz9267 Год назад +44

    Hey can you guys please make a course on robotics I think that would be really interesting and a lot of people would be invested on that topic.

    • @AungBaw
      @AungBaw Год назад +1

      Up for this one

    • @nischalnaik230
      @nischalnaik230 Год назад +2

      They already have an Arduino+ robotics course

    • @triz9267
      @triz9267 Год назад

      @nischalnaik230 If u you have any links i would love to have any suggestions

  • @kazikhasru5238
    @kazikhasru5238 Месяц назад +1

    ❤❤🎉 Good Project 🎉 ❤❤

  • @oregepotse
    @oregepotse Год назад +1

    First view done - thank you for sharing your experience!

  • @andy-moggo
    @andy-moggo 3 месяца назад +1

    Its a great advice taking care about warnings

  • @hatefabdollahi5437
    @hatefabdollahi5437 10 месяцев назад +17

    Thank you for the great course. However, when you create a course as intensive as this which spans for 3 hours, you should make sure that the time people invest in your course is fruitful. The fact that you did some very important troubleshooting steps offline by cutting the video and just explaining for a short few seconds what you have done offline to solve the issue makes it impossible for some of us less-experienced individuals to follow through with the final steps of the project turning this into a very frustrating experience. At 2:43:00 we totally lost the flow when you could not run the MLFlowDeploymentService and you cut the video and fixed it offline.

  • @mugomuiruri2313
    @mugomuiruri2313 5 месяцев назад +2

    GOOD.WATCHING FROM REMOTE PART OF AFRICA

  • @adesojialu6208
    @adesojialu6208 Год назад +16

    Thanks for this, please could you do mlops using either mlflow or airflow or kubeflow with feature store and kubernetes,docker for an mlops platform with terraform

    • @allok501
      @allok501 Год назад

      yes need this one

  • @asiffoysal6045
    @asiffoysal6045 Год назад +28

    The course overall is very helpful, but the delivery is lacking finesse - lots of syntax errors, type errors and overall hard to follow sometimes

  • @mehrajalom1407
    @mehrajalom1407 Год назад +2

    Leaving a comment before going through the whole course edit will be done later after completion of course 😊

    • @victorngo8749
      @victorngo8749 8 месяцев назад +1

      How'd it go?

    • @mehrajalom1407
      @mehrajalom1407 8 месяцев назад

      @@victorngo8749 haven't even started 🤣🤣🤣🤣🤣💀

    • @Tesseus2006
      @Tesseus2006 4 месяца назад

      What's the verdict? Guilty or not guilty?

    • @mehrajalom1407
      @mehrajalom1407 4 месяца назад

      @@Tesseus2006 start he nhi kiya 🤧, us moment 😆

  • @szopezpz
    @szopezpz 11 месяцев назад +6

    How did he solve the error at 2:44:12 ? I'm getting the same error. Can someone please help

  • @allok501
    @allok501 Год назад +13

    I'm wondering about doing end to end mlops for a complex project involving deep learning like compute vision, nlp etc. That won't be this simple as dealing with tabular data.
    A good tutorial for that is much needed..

    • @ogollaogolla7
      @ogollaogolla7 8 месяцев назад

      how about you join my startup as an ML Engineer ?

    • @allok501
      @allok501 8 месяцев назад

      @@ogollaogolla7 Hi ogolla

    • @ogollaogolla7
      @ogollaogolla7 8 месяцев назад

      @@allok501 Wassup bro

    • @akandee
      @akandee 4 месяца назад

      @@ogollaogolla7 Hey - Please is this offer still available?

    • @ogollaogolla7
      @ogollaogolla7 4 месяца назад

      @@akandee
      Naah

  • @md2704
    @md2704 Год назад +1

    thanks for the tutorial. at 1:37:28, you should not pass X_test and y_test to the train_model function. it is not used in the function and shouldn't be

    • @allok501
      @allok501 Год назад

      agreed. I didn't pass these

  • @TechnologySquaredLLC
    @TechnologySquaredLLC Год назад +3

    Love these

  • @ahmadalis1517
    @ahmadalis1517 11 месяцев назад +5

    Hi, thank you for the interesting course, where can I find links to design patterns mentioned in 1:14:20?

  • @mahendranath2504
    @mahendranath2504 Год назад +4

    Nice thank you so much

  • @ismaila3347
    @ismaila3347 5 месяцев назад

    excellent video, learnt a lot!

  • @sharadmohan
    @sharadmohan Год назад +3

    Great content. Thanks

  • @wetheones45
    @wetheones45 5 месяцев назад +1

    What are the prerequisites for MLOps? I am new to the ML field, but this course is quite interesting.

  • @creed908
    @creed908 13 дней назад

    Hi Sir,
    Thank you for the great course; I really enjoyed it!
    However, I am encountering an issue during the deployment phase. The error is related to BaseParameter, which seems to be unavailable. I suspect it might have been removed in recent versions of ZenML. I tried using BaseSettings (from zenml.config.base_settings import BaseSettings) as a replacement, but I am still facing difficulties.
    And i tried this as well (from pydantic_settings import BaseSettings) but still having trouble.
    Could you please provide guidance on how to resolve this issue? Any help would be greatly appreciated!

  • @guillermosainzzarate5110
    @guillermosainzzarate5110 3 месяца назад

    excellent video, thank you very much! I have a doubt, as I could implement the model remotely (production)? that is to say not only locally as seen in this video.

  • @mehdismaeili3743
    @mehdismaeili3743 8 месяцев назад

    Excellent .

  • @pritam062
    @pritam062 Год назад +1

    Just wow

  • @AmitGupta2526
    @AmitGupta2526 Год назад +3

    boto3 should be installed and imported before initiating zenml

  • @prathamnotorious8685
    @prathamnotorious8685 6 месяцев назад +1

    is it really necessary to use design patterns? The code looks very complicated and isn't readable due to so many classes and objects everywhere. Is this followed in companies?

  • @CarlosWillis
    @CarlosWillis 19 дней назад

    I want to learn to build an ML system of sorts to analyse log files on a network any chance you could do a tutorial?

  • @allok501
    @allok501 Год назад +5

    kindly provide the lecture slides. It would be very helpful.

  • @s8x.
    @s8x. 8 месяцев назад +2

    why use class design approach? it makes it so much more complex than it needs to be

  • @ruchin78
    @ruchin78 14 дней назад

    I am very new to Python but know C and C++ very well, will this course help me?

  • @krishnak3532
    @krishnak3532 11 месяцев назад

    This is really amazing tutorial about MLops. Sir could you tell the theme you are using in VScode

  • @vinayakpandey6299
    @vinayakpandey6299 15 дней назад

    I am trying to find the place in MLFlow example repository from where he copied the code bu I am not able to find it. can someone please help me?

  • @vardandavtyan1888
    @vardandavtyan1888 10 месяцев назад

    hello i have some error on predict_service_loader, "No MLflow prediction service deployed by the mlflow_model_deployer_step step in the continuous_deployment_pipeline pipeline for the 'model' model is currently running"

  • @saimaharana1775
    @saimaharana1775 11 месяцев назад +1

    Step mlflow_model_deployer_step has started.
    Daemon functionality is currently not supported on Windows.
    Not Working in windows.

  • @krox477
    @krox477 Год назад +12

    This guy is legend

  • @anastasiyalis2666
    @anastasiyalis2666 Год назад +1

    Hey! First of all, thanks for your video tutorial, well done! Though, I have a question, has anyone else encountered an error "RemoteDisconnected: Remote end closed connection without response" while registering the MLflow experiment tracker? I've spend hours already trying to fix it. Have no idea what else to try.

    • @deepsuchak.09
      @deepsuchak.09 Год назад

      i'm an hour and 7 minutes in and not ableto figure out this error StepInterfaceError: Too many arguments (1, expected: 0) passed when creating a 'train_model' step.

    • @sirikisoumahoro6828
      @sirikisoumahoro6828 Год назад

      got anything ? facing the same issue... @anastasiyalis2666

    • @deepsuchak.09
      @deepsuchak.09 Год назад

      I went ahead following the video just to see what's next

    • @sirikisoumahoro6828
      @sirikisoumahoro6828 Год назад

      If you're running on Mac, consider setting the environment variable: OBJC_DISABLE_INITIALIZE_FORK_SAFETY=YES. Depending on your chosen interpreter (such as .bashrc or .zshrc), add this variable to the respective configuration file

    • @AyushSingh-vj6he
      @AyushSingh-vj6he Год назад

      Hi, consider asking this in zenml slack community, they will resolve your query.

  • @rishiraj2548
    @rishiraj2548 Год назад

    Thanks

  • @Francis-gg4rn
    @Francis-gg4rn 7 месяцев назад +2

    looks more like a zenml tutorial and promotion than an mlops course

  • @AsheAve
    @AsheAve Месяц назад

    Does codecamp actually make any videos or just use other people’s work?

  • @GustavoPinho89
    @GustavoPinho89 9 месяцев назад

    Sound like a more enthusiastic version of The Data Janitor 😂😂😂😂

  • @PRPS730
    @PRPS730 Год назад

    I love you FCC!

  • @adityashinde436
    @adityashinde436 Год назад +2

    which theme he is using in VScode?

  • @sagarbhagwani7193
    @sagarbhagwani7193 8 месяцев назад

    i have just complete my data science course should i do ml ops or ml ops is not for me? plse help me i am confused

  • @ShilpiBhargavaiitb
    @ShilpiBhargavaiitb 10 месяцев назад

    @pipelines() " Error: 'module' object is not callable

  • @dipakarsul3516
    @dipakarsul3516 3 месяца назад

    28:27 "and then make sure that there are certain things which is, which we have to make sure this"

  • @AshikRahman-fw3sv
    @AshikRahman-fw3sv Год назад +1

    Tops software engineer full programming language skills 2023

  • @Newuser10101
    @Newuser10101 Год назад

  • @chamarasrinath8356
    @chamarasrinath8356 Год назад +1

    1st view 😊

  • @AIdevel
    @AIdevel Год назад

    Will I get the certificate after the course?

  • @mayankkathane553
    @mayankkathane553 8 месяцев назад

    Daemon functionality is currently not supported on Windows. any body stuck at this

    • @akandee
      @akandee 4 месяца назад

      Yes - Stuck - Did you figure this out?

  • @IsraelMendoza-OOOOOOO
    @IsraelMendoza-OOOOOOO Год назад

    👍

  • @adriandominiquearante3197
    @adriandominiquearante3197 Год назад

    Is the slide shareable?

  • @aidanthompson5053
    @aidanthompson5053 Год назад

    1:07:00

  • @MrKB_SSJ2
    @MrKB_SSJ2 Год назад

    1:39:49

  • @ahmadshabaz2724
    @ahmadshabaz2724 Год назад

    Yeh toh bhoot uper jayega.😅

  • @harshit2195
    @harshit2195 2 месяца назад

    59:45

  • @GR-gk8dh
    @GR-gk8dh Год назад

    Creating blueprint of steps

  • @kratos_gow610
    @kratos_gow610 2 месяца назад

    24:54

  • @HimalayPatel-r5i
    @HimalayPatel-r5i 3 месяца назад +1

    bhot hi zyada accent dalne ki koshish ho rhi hai . nice

  • @kratos_gow610
    @kratos_gow610 2 месяца назад

    1:10:26

  • @hxhky
    @hxhky 8 месяцев назад +30

    He probably knows his stuff, but not a good instructor explaining things clearly.

    • @hammadkhalid7201
      @hammadkhalid7201 7 месяцев назад +7

      Exactly my point he knows what he is doing but is not able to convey his knowledge and understanding to hi audience... Took his ML course and was unable to understand a single thing he taught and same goes for this course as well

    • @sanket1165
      @sanket1165 6 месяцев назад

      @@hammadkhalid7201 from where did you take the course?

  • @WillCuritis-n9g
    @WillCuritis-n9g 3 месяца назад

    Kub Crescent

  • @LarryBackstrom-s7t
    @LarryBackstrom-s7t 3 месяца назад

    Dayne Tunnel

  • @harshborse9237
    @harshborse9237 3 месяца назад

    damn, ,, he says "right" after every word he speaks..

  • @yunkuenyim8851
    @yunkuenyim8851 2 месяца назад

    Bernier Groves

  • @hhsyw
    @hhsyw Год назад +2

    Are you indian sir?

  • @TheDarthBuddha
    @TheDarthBuddha Год назад

    Teach me ,, Brother..

  • @yusuftemel501
    @yusuftemel501 Год назад +1

    First plase likr it

  • @dattebayo3034
    @dattebayo3034 4 месяца назад

    zenml not installing ERROR: Ignored the following yanked versions: 0.0.1rc1, 0.0.1rc2, 0.1.0, 0.1.1
    ERROR: Ignored the following versions that require a different python version: 0.1.2 Requires-Python >=3.6, =3.6, =3.6, =3.6, =3.6, =3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.6, =3.6, =3.6, =3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.6, =3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.6.2,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.8,=3.6.2,=3.6.2,=3.6.2,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,=3.7.1,

    • @DanielTobi00
      @DanielTobi00 4 месяца назад

      Install a python version lesser than 3.12, eg 3.11

  • @Ham.AI.
    @Ham.AI. Год назад

    first 😅

  • @VeblenBernie-i6k
    @VeblenBernie-i6k 2 месяца назад

    Schaden Circle

  • @ScottOlivia-b7w
    @ScottOlivia-b7w 2 месяца назад

    America Fields

  • @michalm24m
    @michalm24m Месяц назад

    Interesting though not very in-depth :) and runs over some important installation and package details, I think. What can I do about this error: "ImportError: cannot import name 'TryCast' from 'sqlalchemy.sql.elements'"?

  • @KumR
    @KumR Год назад +1

    1

  • @EugenNewman-q1y
    @EugenNewman-q1y 2 месяца назад

    Schulist Glen

  • @JaviD.V
    @JaviD.V Год назад

    Please upload in Spanish !!!

  • @shashanknakka8926
    @shashanknakka8926 11 месяцев назад +2

    Im getting error message 'service daemon is not running' with a warning :Daemon functionality is currently not supported on Windows. Please solve it @AyushSinghSh

  • @xingxanghanji6583
    @xingxanghanji6583 5 дней назад

    lets talk about Shreya first lol

  • @rizwanulhaque-mu6wy
    @rizwanulhaque-mu6wy Месяц назад

    9E6R&❤

  • @TheDarthBuddha
    @TheDarthBuddha Год назад

    We should build data not lore.

  • @gauravbhasin2625
    @gauravbhasin2625 16 дней назад

    Bogus.... did not even deploy to a production enviornment.... complete time waste

  • @MarcusColin-z1o
    @MarcusColin-z1o 3 месяца назад

    Demond Mission

  • @iiddrrii6051
    @iiddrrii6051 10 месяцев назад +1

    The accent is just too much

  • @HAREESHT-nc9gn
    @HAREESHT-nc9gn Год назад

  • @kratos_gow610
    @kratos_gow610 2 месяца назад

    50:36

  • @kratos_gow610
    @kratos_gow610 2 месяца назад

    1:26:04