Thank for sharing such an amazing. Rarely do KZitem channels have such relevant and powerful tutorials showcasing different Tools for a full implementation. 🎉🎉🎉
@dswithbappy
21 күн бұрын
Thank you🙂
@oyebamijimicheal8372
4 ай бұрын
This guy is so so underrated. An eloquent Data Scientist ❤️
@ratakondasreehari
14 күн бұрын
Amazing content and excellent teaching .thank you very much.
@dswithbappy
14 күн бұрын
😀
@ZaheerKZ
10 ай бұрын
I deeply appreciate the well-structured project and video you've provided. Thank you from the bottom of my heart💖
@dswithbappy
10 ай бұрын
You are so welcome!
@randomshite998
5 ай бұрын
Wow, there is not even a single end to end video on the internet. You made a complete package Thank you very much man. You earned my subscription, like and a share.
@Thinesh_Kumar
10 ай бұрын
Please teach us GitHub actions from basics. I'm expecting you would do that soon for us😅.
@parthibrathinam9050
7 ай бұрын
Amazing, one of the very first , easy to understand , e2e DL model deployment
@prashantpanwar3676
2 ай бұрын
Will it charge us to deploy and do same thing like him while ofcourse deleting services being used later?
@mojtabaaajami1112
4 ай бұрын
You have done a great job. I really admire your knowledge and how proficient you are in all and every details of an ML project.
@moviescenes3705
4 күн бұрын
Ami ajke theke apnar consistent follower. even Linked In eo amake apanr post a comment korte dekhben. Salam Niben boro vai.
@dswithbappy
4 күн бұрын
thank you
@tuannguyentranle7151
8 ай бұрын
You deserve my subscription, please make videos with details about MLops like that. Happy New Year!
@sriraj8392
11 күн бұрын
i wanna say in addition to thanks god bless you,🙏🙌🙌
@dswithbappy
10 күн бұрын
So nice of you
@arri5812
7 ай бұрын
thank you , till 3 hours 41 mins.....looking forward to complete and learn more
@tigertiger9911
7 күн бұрын
Add this to playlist
@haz5248
9 ай бұрын
just copy the following to copy the model from the artifacts folder to the model folder, destination_directory="model" file_path=r"artifacts/training/model.h5" if not os.path.exists(destination_directory): os.makedirs(destination_directory) shutil.copy(file_path, destination_directory) print("Model copied to Model directory")
@mdabdullahalhasib2920
7 ай бұрын
Love it. Stay tuned my brother.
@dharmaraj7411
5 ай бұрын
If you could do end to end project like focusing on one cloud like AWS and the best practices of mlops with aws in the same way best practices of mlops with azure will really help everyone in their realtime projects.
@jitheshgopinathan
7 ай бұрын
Amazing playlist. Thanks so much.
@advaithirlekar9433
3 ай бұрын
Very nice approach! Keep up the good work!
@nareshroyal001
6 ай бұрын
learnt everything at one go
@sawfhsawfh00
6 ай бұрын
Thank you so much Bappy 😀
@donkeyally
10 ай бұрын
Thank you sir!! I really appreciate your effort to make this video for us!!!
@dswithbappy
10 ай бұрын
It's my pleasure
@DataPulse
9 ай бұрын
Great work. Thanks Buppy. Keep going. Full support
@dswithbappy
9 ай бұрын
Thanks :)
@vudumulanagasairahul1298
10 ай бұрын
your hardwork is appericated❤❤
@dswithbappy
10 ай бұрын
Thank you!
@yaseenbaba3389
2 ай бұрын
Excellent tutorial in modular approach Can we consider the components explained here are containers for k8s when using kubeflow or deployKF ? Because if it is that way then the components should be independent (ex microservices) for CI or CD Here the components seems to be dependent on each other like pipeline process
@MDAsadullahShibli
10 ай бұрын
Well Defined , well-structured project 🥰
@dswithbappy
10 ай бұрын
Thank you!
@Infinity-zc2ms
9 ай бұрын
Very Helpful, Thanks a lot ❤
@subashlingden9883
6 ай бұрын
Learned a lot thank you!
@faisalhameed7534
8 ай бұрын
Hey You are doing some amazing work here , one quick sugesstion please be a little slow while explaing the code .I have subscribed your channel after seeing your vedios on the other channel .
@kdAbuj
8 ай бұрын
Thank you Bappy bhaiii
@specreiny775
7 ай бұрын
Thanks for your efforts in this video, it helps me a lot with my capstone project. In the future, could you please teach us an end to end project using AWS sagemaker?
@c52obsagp50
8 ай бұрын
Very nice explanation❤
@Rider-jn6zh
8 ай бұрын
Man how someone can go such indepth to explain and make understand the things easily with baisc things.. Really appreciated🎉
@dswithbappy
8 ай бұрын
thanks :)
@Rider-jn6zh
8 ай бұрын
@@dswithbappy can you please upload videos on NLP LLM projects with deployment using open AI API.. projects like text summarization( summerizing conversation of customer with service resolver), and text classification,
@MLOpsBasics
10 ай бұрын
ভাইয়া, আমি basic numpy, pandas, matplotlib, seaborn, Machine learning supervization... এখনো পর্যন্ত করছি। এখন কি করব বুঝতেছিনা,,,industry based learning hcche na mne hy...but kun path e jabo?.... Btw apnar shondhan pelam...i was like emn gem Bangladesh e ase...you need to get highlighted... ❤❤❤❤
@MLOpsBasics
10 ай бұрын
Apnar learning path ta blle valk hy....like kisher pr ki shikhsen..,
@soumeshnayak4546
10 ай бұрын
Thank you sir for this project
@dswithbappy
10 ай бұрын
Thank you!
@mayur.chavan
8 ай бұрын
very well explained.
@gauravmalik3911
8 ай бұрын
Hi, thank you for the video, although I'm on early part of the video, but I'm curious about two things, are we using fastapi in this project, and second are we using something called feature pipeline in it, I'm new in mlops, so i want to understand what is feature pipeline, ingestion pipeline. Also, I guess this video considers all those things that I wanted to learn such as DVC, MLFLOW, DOCKERISATION , BIG THANKS
@vedansharora5622
9 күн бұрын
53:29 code is running but ticks are not appearing when opening "mlflow ui"
@map-creator
5 ай бұрын
Thank You.
@Kartik-pq4kg
11 күн бұрын
When you deploy it on aws you will be charged with some amount or it will come under free tier ??
@olabintanibraheem8111
10 ай бұрын
Thanks bappy.
@InsightfulAIAvenue
9 ай бұрын
This is super. Thanks
@dswithbappy
9 ай бұрын
Welcome
@shivrajshinde1738
8 ай бұрын
this is really good one. however, if you want to bring the new model which is in stage how do i do it?
@AICreator-007
10 ай бұрын
Thanks a ton❤
@arri5812
7 ай бұрын
thank you till 2 hours 42 min
@mitijraul7126
7 ай бұрын
Very good work bro can you give the dataset you used?
@haz5248
9 ай бұрын
mate can we not use something like react for the frontend bits , it'l be much more pretty with it .
@dswithbappy
9 ай бұрын
yes we can
@mr.strange498
10 ай бұрын
thank you soo much
@UdiWanKenobi
5 ай бұрын
Dear Bappy sir after everything when using dvc repro I am getting ModuleNotFoundError showing I dont have module named 'src', please help me to rectify the error
@titoausten
2 ай бұрын
I have been getting same error. Main.py runs well but DVC repro doesn't. Have you been able to solve it?
@Sherlockholmes27503
2 ай бұрын
getting this error at the time stamp 3:21:46 ImportError Traceback (most recent call last) Cell In[11], line 8 6 prepare_base_model.update_base_model() 7 except Exception as e: ----> 8 raise e Cell In[11], line 5 3 prepare_base_model_config = config.get_prepare_base_model_config() 4 prepare_base_model = PrepareBaseModel(config=prepare_base_model_config) ----> 5 prepare_base_model.get_base_model() 6 prepare_base_model.update_base_model() 7 except Exception as e:
@HDSV10
2 ай бұрын
bro did u solve the error n finished project by now?
@out-of-sight
9 ай бұрын
Hi thank you for the project, I have a question. You are making a binary classification but what should we do to make it multiclass classification?
@dswithbappy
9 ай бұрын
just change the output layers , select the neuron with respect to the classes you have
@vishwarajkolekar1800
9 ай бұрын
use softmax as output layer
@_YuvaKumarIrigi
7 ай бұрын
are there any prerequisites for this project bro. can you please suggest if any required.?
@dswithbappy
7 ай бұрын
Python & basic DL
@kashifsadiq4145
9 ай бұрын
make NLP projects with mlops practices
@Codejourneywithme
9 ай бұрын
the model is predicting all images as normal. Why it might be happening?
@Shanky1919
6 ай бұрын
same issue with me
@pranshuupadhyay8090
18 күн бұрын
did you find the solution?
@maximiliano2106
6 ай бұрын
hello! Stages have been deprecated in the new Model Registry UI. It seems they are changin the way how to handle this in the new mlflow version. do you know how to work with aliases and tags?
@arri5812
8 ай бұрын
thank you till 1 hour 3 min
@rezamahmoudi163
10 ай бұрын
please deploy for edge device
@atharvachoudhari3968
7 ай бұрын
Hi Bappy, When I run my 04_model_evaluation.ipynb file (from pipeline module) the version run is getting logged and it is visible on mlfllow ui. But when I run the pipeline from main.py, the new model version is getting but it is not showing me the new version run on mlflow ui. What could be the problem?
@ajee1801
6 ай бұрын
having the same issue...pls help to fix this @DSwithBappy
@Shanky1919
6 ай бұрын
@@ajee1801 remove the commented part and run #evaluation.log_into_mlflow()
@pr0t0n86
5 ай бұрын
Uncomment the line number 20 in `cnnClassifier/pipeline /stage_04_model_evaluation.py`
@muhammadzakiahmad8069
3 ай бұрын
Same
@muhammadzakiahmad8069
3 ай бұрын
@@pr0t0n86 Still not working
@saitarak1824
5 ай бұрын
I'm getting the following error. Error when deserializing class 'InputLayer' using config={'batch_shape': [None, 224, 224, 3], 'dtype': 'float32', 'sparse': False, 'name': 'input_layer'}. Exception encountered: Unrecognized keyword arguments: ['batch_shape']. Please help me in sorting this when loading the odel in model training
@SaurabhSingh-kz7mk
9 ай бұрын
Please help I'm getting module not found for src/cnnClassifier when running dvc repro dont know why the code was working fine with dvc but when running dvc repro it says no module found src/cnnClassifier...
@SigmaScorpion
8 ай бұрын
Yes same thing happens with me too....
@curdyco
6 ай бұрын
what if i train the model on google colab (because i need gpu) and then i save everything locally but this way i don't get an conda.yaml file in my mlruns, is that a problem? also please launch a paid course where you deploy heavy tensorflow projects (cv or nlp, large datasets) using mlflow, dvc and dagshub and github-actions
@manojgh5681
2 ай бұрын
while running main.py module to check logger will work or not, below error is coming. How to solve it and what is the reson sir? PermissionError: [Errno 13] Permission denied: 'D:\\project\\entbappy(Bappy Ahmed)\\End-to-End-Chest-Cancer-Classification-using-MLflow-DVC\\logs\ unning_logs.log'
@SAGAR-ox6ks
9 ай бұрын
WHAT ALL EXTENSION YOU USE IN THE VSCODE? PLEASE SHARE.
@pranshuupadhyay8090
18 күн бұрын
getting prediction result as normal everytime
@Sachdev23
7 ай бұрын
How much did it cost you to deploy it on AWS?
@muhammedjunaisk4835
8 ай бұрын
Hi, I have one doubt , here is it layer.trainable = False ? @staticmethod def _prepare_full_model(model, classes, freeze_all, freeze_till, learning_rate): if freeze_all: for layer in model.layers: model.trainable = False elif (freeze_till is not None) and (freeze_till > 0): for layer in model.layers[:-freeze_till]: model.trainable = False
@aiproduction143
7 ай бұрын
that's transfer learning process
@atharvachoudhari3968
7 ай бұрын
(UPDATE) Hi Bappy, I got an error towards the end of the MLflow with Dagshub part (of the basic Linear Regression model). when I executed python example.py, I got this Error: mlflow.exceptions.MlflowException: API request to endpoint /api/2.0/mlflow/runs/update failed with error code 403 != 200. Response body: '' (Update): Use git bash terminal instead of of windows powershell (from VS code). Bappy's pc has his default terminal as git bash so he didn't have to do it.
@priyanshukumarsingh235
7 ай бұрын
did you find the solution?
@atharvachoudhari3968
7 ай бұрын
@@priyanshukumarsingh235 use git bash terminal instead of windows powershell while running the python example.py command . This was told in one of Krish Naik's videos and it worked for me.
@Artist13172
2 ай бұрын
In dagshub i could not find username, password and url instead I am getting some other code. How can I solve sir could you please tell me
@Danyal_alam
Ай бұрын
same have you solved the issue?
@gayathrik1517
10 ай бұрын
Your great😎
@dswithbappy
10 ай бұрын
😀
@arjunpaudel9278
2 ай бұрын
why the model is predicting normal and not predicting another class (adenocarcinoma) while testing in app.py(ui).
@pranshuupadhyay8090
18 күн бұрын
same
@ZaheerKZ
10 ай бұрын
Could you kindly share the link to the dataset, please?
@dswithbappy
10 ай бұрын
link is there in config.yaml file
@ZaheerKZ
10 ай бұрын
Got it thank you@@dswithbappy
@erictalesofterror
9 ай бұрын
anybody having issue with this: 'export' is not recognized as an internal or external command, operable program or batch file. if yes,how you resolved it.
@haz5248
9 ай бұрын
ello mate , perhpas ur using windows. In windows u have to use 'set' instead of export
@erictalesofterror
9 ай бұрын
@@haz5248 thank you so much.
@PioneeringML
8 ай бұрын
if you are using terminal within the VScode export command will not work, use ''set" instead of expoprt
@prithwishghosh1449
5 ай бұрын
During running dvc repro. । got an error that output : artifacts/prepare_base_model could not exist
@prithwishghosh1449
5 ай бұрын
@dswithbappy Please solve my problem
@Sherlockholmes27503
2 ай бұрын
help me solve this error .
@kashifsadiq4145
4 ай бұрын
upload mlops more projects
@classicemmaeasy2292
3 ай бұрын
AWS account is not free😢
@karthik338
Ай бұрын
my model is predicting ever image as cancer image,,,why it is happening,,anyone who knows ,please help
@Danyal_alam
Ай бұрын
the data is very less i think
@nijalshakya6770
10 ай бұрын
Wow
@stepiprincip8695
7 ай бұрын
please share your dataset images
@deepsuchak.09
9 ай бұрын
sir in the last after completing the notebook 4 when we execute after completing the modular code after model evaluation, in my pc it is saving a file called mlruns instead of getting connected to mlflow. pls help @4:11:00 onwards
@sagarpadhiyar3666
9 ай бұрын
Bro did you find any solution for this issue? I am facing the same issue
@jiyabyju
5 ай бұрын
same
@deepsuchak.09
5 ай бұрын
Nope @sagar
@alhasanmohammedbinquraish960
3 ай бұрын
Hindi mlops course ❤
@sohamnimbalkar66
9 ай бұрын
i am getting error for the library from box import configbox please any one can help me to resolve
@erictalesofterror
9 ай бұрын
downgrade your python to 3.8 from your conda environment.
@anishantony8
10 ай бұрын
gdown has issues,anyone experienced this issue
@Shanky1919
6 ай бұрын
all images are predicted as normal image 😪
@prithwishghosh1449
4 ай бұрын
Same thing happened here
@prithwishghosh1449
4 ай бұрын
Same thing happened here
@Shanky1919
4 ай бұрын
@@prithwishghosh1449 try checking with many random images ,only a few gets predicted correctly
@РодионЧаускин
8 күн бұрын
Lopez Michelle Smith Linda Wilson Sarah
@samurock100
8 ай бұрын
OK?
@gichurumuthomi8578
10 ай бұрын
You keep repeating the same end to end projects structure; create videos with other tools like kubeflow involved; using apis for real time data, other tools like kafka e.t.c,
@dswithbappy
10 ай бұрын
its in pipeline ,, I have plan to do
@gichurumuthomi8578
10 ай бұрын
@@dswithbappy Cool,, you're channel will blow up, If you do something different from other KZitemrs, just add those spice,, All the best,and great job
@nagrajkaranth123
5 ай бұрын
Bappy bro he will post all unwanted comments take your time to use kubeflow Kafka, ansible, Prometheus you are excellent bro none of the youtubers have implemented modular coding except you which is highly appreciated
@paulntalo1425
5 күн бұрын
Modular coding content has been lacking to find on KZitem channels. Perhaps trying a different kind of image classification like for anomaly detection in manufacturing would be positive but going for very high end tools like KUBEFlow that are used by big corporations and a few beginner level developers may not make a lot of sense for this channel. I strongly appreciate this project structuring techniques. They help data analysts and scientists to move beyond notebooks to apps which have real value when implemented at even local machines or on-premises level😊
@avinavkashyap8802
8 ай бұрын
dear bappi sir ,please provide link to your dataset in this example🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏☝☝☝☝🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏
@dswithbappy
8 ай бұрын
available in config.yaml
@shubhamkamble9246
5 ай бұрын
hi @DSwithBappy I am getting error regarding parameter from mlflow raise RestException(json.loads(response.text)) mlflow.exceptions.RestException: INVALID_PARAMETER_VALUE: Response: {'error_code': 'INVALID_PARAMETER_VALUE'} though it was running properly first and tracking experiment but know it is not tracking experiment and showing this error. though i have not done any changes in params files. can anybody get this issue let me know.
@arifkhan3262
10 ай бұрын
bondho
@MLOpsBasics
10 ай бұрын
ভাইয়া, আমি basic numpy, pandas, matplotlib, seaborn, Machine learning supervization... এখনো পর্যন্ত করছি। এখন কি করব বুঝতেছিনা,,,industry based learning hcche na mne hy...but kun path e jabo?.... Btw apnar shondhan pelam...i was like emn gem Bangladesh e ase...you need to get highlighted... ❤❤❤❤
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