Day 1- MLOPS End To End Implementation- Machine Learning

Рет қаралды 80,858

3 жыл бұрын

MLops community session at 7 PM IST - 4 day event starting from today
Please enroll for the free community course to get access of the materials and video
ineuron.ai/home/coursedetail/...
github: github.com/c17hawke/wafer_mlo...
Hello Everyone ,
we are starting with ML OPS community Event from today , it will go for four days on krish naik youtube channel live , you all are invited to participate in this
community session which will help you to understand Ops part in AI industry with project and help you to crack interview and add new skills in your resume .
for more details stay tuned to krish naik KZfaq channel, you can watch a video for more detail given below .
• MLOps Live Community S...
you can sign in to this portal for all the material access post class .
ineuron.ai/home/coursedetail/...
Thanks and Regards,
Krish

Пікірлер: 104

@dallalstreet1775 3 жыл бұрын

thanks you krish and ineuron for such informative sessions!!

@sherin7444 Жыл бұрын

Sunny's great teacher.His deep learning lectures are splendid.May feel pretty difficult to adjust for couple of classes

@gandhiraja34 3 жыл бұрын

56:00 I was happy with the speed and was able to follow what Sunny explained. Great work both Sunny and Krish👍

@kishores4455 3 жыл бұрын

It was a really informative session. Thanks for making this available to everyone for free @Krish.

@talha_anwar 2 жыл бұрын

a big thanks. first visit and learnt a lot

@MrDevjakhmola Жыл бұрын

Hi Krish and team, This was certainly a great initiative taken to teach MLops through ground level technical implementation for free of cost.

@ShashwatAgarwal007 3 жыл бұрын

It was a really informative session, it will be appreciated if from the next lecture onwards a better screen resolution is available.

@atulsain6170 10 ай бұрын

MLOPS concept is very vaguely used everywhere. Its good to have code along video on this topic.

@Slimshady68356 Жыл бұрын

This video gives KT about dvc , basics of mlops , git

@manu1983manoj 2 жыл бұрын

great session

@haridaasan 10 ай бұрын

I did the exact same steps as above but I'm not getting the "gdrive-user-credentials.json" file as in 1:46:22 after executing "dvc push" & "dvc pull" !! Please help!

@omkaramrangasesha9910 3 жыл бұрын

hello sir, can you make an video about semantic segmentation using deep learning.

@shekharkumar1902 2 жыл бұрын

Krish is Krish ...ultimate teacher ... rest are trying !

@meghnagoyal2826 2 жыл бұрын

Hi @Krish Naik, I am following this course but I cannot find the config files in the Github repository mentioned in the videos. Could you please help.

@siddhantbhardwaj4268 3 жыл бұрын

Yes

@tirthpancholi1110 3 жыл бұрын

It is showing error while I try to initiate DVS, it got installed properly but can's get initiated. I'm using windows 10 and powershell in vscode.

@datapro212 3 жыл бұрын

1080 p is not available

@alexfrankkagmenifossi3887 2 жыл бұрын

Hi Krish, please how to get a schema of a dataset?

@shivenkhajuria2488 3 жыл бұрын

Can anyone please provide the yaml and pipeline file for this session?

@datapro212 3 жыл бұрын

Training_Batch_Files/*.csv Prediction_Batch_files/*.csv is not working for me on pycharm on windows. How ever if I specify a specific csv file name it works. But it is not able to iterate files using *.csv

@theinnoverse 3 жыл бұрын

bro they have specified it in the pipeline stage 1 , there is a script we need to run , it's there, a code snippet with a warning.

@Ankur-be7dz 3 жыл бұрын

@@theinnoverse where do we need to run on which directory

@theinnoverse 3 жыл бұрын

@@Ankur-be7dz we should save the file in the root directory and run it

@hashir7702 Жыл бұрын

The initial setup steps give in wafer are not working properly. Please update the initial setup steps accordingly

@cheitra7021 Жыл бұрын

are you providing any mlops course for hands on please give details

@amitchawla9579 8 ай бұрын

Links to the course are not working. Are they no longer accessible?

@mayanksharma609 9 ай бұрын

while running dvc push to gdrive, i am getting arror Access blocked: DVC’s request is invalid, can anybody help ?

@PranaySurjagade 4 ай бұрын

hi, i am facing an issue while adding Training and Prediction files in dvc (dvc add Training_Batch_Files/*.csv Prediction_Batch_files/*.csv) I am using Windows so i created the files manually with given codes by you but still not working for me. could you please tell me how exactly we can do it?

@ravikumarverma1540 Жыл бұрын

if GIT and DVC both are version control so why are we using both , why can't we use only one of it

@prithvidas8227 Жыл бұрын

Hey Krish from where can I get the materials?

@simonelgarrad 3 жыл бұрын

I have been trying to run the command given for windows user to add files to dvc. But it says i have to first stop tracking with Git and then add to dvc. when i run git rm -r --cached "Training_Batch_Files/*.csv" It says it does not match files. When i came over to the comment section, I got another command of dvc add -R Training_Batch _Files , but when I run this it says the file doesnt exist. Could anyone help me out with what could actually be going wrong.Thankyou

@brunocarvalho3229 3 жыл бұрын

Hello Simonel! I had the same issue and fixed by removing this "/*.csv" and instead using the command as "dvc add Training_Batch_files/ Prediction_Batch_files/". I think this "/*.csv" is for linux, windows doesnt accept this sintaxe.

@bharatpruthi278 3 жыл бұрын

It was good one but not elaborated one. @Krish, if you can take same session on your windows machine, that will be more helpful. Thanks

@alithemusician257 10 ай бұрын

getting error code 500 after clicking the link, could you help me on this please?

@subhajitnayak27 3 жыл бұрын

Hi Krish, Thank you for great session. But I have one doubt. In CI/CD part, does CD represent continuous development or continuous deployment/delivery. Can you please clarify..

@adilshaikh9123 Жыл бұрын

CD means Continuous Deployment.... I'm late by 2 yrs so probably you must have got it till now

@turingmindsai 6 ай бұрын

@@adilshaikh9123but still you have replied that's great🎉

@sandeepnarwal8782 6 ай бұрын

After watching your videos, I got selected in a big tech company as a senior MLOps developer. But I dont have experience in it. Now, I am finding it difficult to perform in the actual work environment. What should I do?

@ankitgupta1806 Жыл бұрын

you can use code instead of touch for windows 1:56:28

@nishantkumar-lw6ce 3 жыл бұрын

We weren’t able to follow anything in this session. For an experienced person, this might be easy but for first timers in mlops this isn’t the way we expected though krish made it a little easy for sometime

@c17hawke 3 жыл бұрын

Check day 2 recording once

@oscarllerena2980 Жыл бұрын

I suggest you study ML more and then come back

@saifalmaliki403 3 жыл бұрын

in 2:04:026 I could not complete the video because params.yaml and schema_train.json and schema_predction.json files do not exist, because he copy these files from somewhere Can you please try to get it thanks

@06madhav 2 жыл бұрын

Those files are available in dev branch of the Github repo we are following in this video. Sunny will mention this at around 2:08

@sandeelg_lite 2 жыл бұрын

@@06madhav Thanks

@oscarllerena2980 Жыл бұрын

@@06madhav there you go guys! ... this is nice! collaborating between us to pull this tutorials up!

@taeefnajib 2 жыл бұрын

2:03:32 when you created params.yaml, where did you paste the code from?

@karthiavenger4577 Жыл бұрын

yes have you got it ?? if you then please share with me so that i can folllow along

@taeefnajib Жыл бұрын

@@karthiavenger4577 I haven't found the source. But I guess he just included all the parameters in the YAML structure. As per YAML convention, you should write parameters in this way: parameter-section parameter-name: value You can actually include any parameter, such as random_state, test_size, filepath, and so on. I hope I could elucidate it.

@budsb8608 3 жыл бұрын

dvc push does not show the link for gdrive authentication 😭

@DheerajKumar-kt6ox 3 жыл бұрын

did you resolve the issue iam facing the same

@budsb8608 3 жыл бұрын

@@DheerajKumar-kt6ox no

@shivenkhajuria2488 3 жыл бұрын

Same issue, tmp folder/dir is not getting created. Is this you're facing too?

@arindamjain1569 2 жыл бұрын

Start video from 56:00

@jannatunferdous103 7 ай бұрын

Sound quality from sunny is so bad. 😢

@harishgehlot__ 2 жыл бұрын

To start from 54:26

@oscarllerena2980 Жыл бұрын

I knew what you meant when I got there ... complete restart !! Nice [INFO] pal!

@mritunjay3723 Жыл бұрын

Not at all clear Krish Sir

@badblue2430 3 жыл бұрын

(wafer3) E:\Pro\mlops_main>dvc add Training_Batch_Files/*.csv Adding... ERROR: unexpected error - [WinError 123] The filename, directory name, or volume label syntax is incorrect: 'E:\\Pro\\mlops_main\\Training_Batch_Files\\*.csv.dvc' Getting this error

@datapro212 3 жыл бұрын

its not working for *.csv to iterate multiple files. But if you read files one by one it will work.

@datapro212 3 жыл бұрын

example dvc add training_batch_files\wafer12_20012.csv

@prathmeshpatil4456 3 жыл бұрын

I have the same error, did you fix it

@theinnoverse 3 жыл бұрын

Every one who are not able to track multiple dvc files create a .py file and copy paste this below code. # NOTE: For windows user- # This file must be created in the root of the project # where Training and Prediction batch file as are present import os from glob import glob data_dirs = ["Training_Batch_Files","Prediction_Batch_files"] for data_dir in data_dirs: files = glob(data_dir + r"/*.csv") for filePath in files: # print(f"dvc add {filePath}") os.system(f"dvc add {filePath}") print(" #### all files added to dvc ####")

@datapro212 3 жыл бұрын

@@prathmeshpatil4456 dvc add -R training_batch_files use this command it will work

@AkashVerma-he5ms Жыл бұрын

Started a bit late.... But I am facing an issue which I am unable to solve. While pushing my dvc files to gdrive I am getting OAuth error from google "Access blocked: DVC’s request is invalid". Sine Then I am unable to move further with this lecture.. Can anyone help me with this??

@ravikishore331 Жыл бұрын

Hey akash, were you able to find the solution? I'm facing the same issue.

@dandyyu0220 Жыл бұрын

same issue here. any solution?

@ashwinprabhu219 Жыл бұрын

I was able to push to gdrve, but the credential file in temp folder for gdrive was not created

@sanabraham5690 Жыл бұрын

@@ashwinprabhu219 The same for me any help please

@obarojoseph7086 11 ай бұрын

Please i am stuck here. How did you proceed?

@nipunkakkar1269 3 жыл бұрын

Most of the people are not able to understand anything. Sunny just starting with operations without giving any idea about anything. Please either Krish or Sudhanshu take the sessions.

@datapro212 3 жыл бұрын

Quiet hard to follow along.

@oscarllerena2980 Жыл бұрын

I think they said at the beginning to have some ML background. This is not for beginners. Sorry.