Day 1- MLOPS End To End Implementation- Machine Learning

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/hom...
github: github.com/c17...
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 KZbin 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/hom...
Thanks and Regards,
Krish

[@kevinjoythomas6528]

Thank you krish sir you are the best only you can understand how we feel.

[@gandhiraja34]

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

[@sherin7444]

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

[@dallalstreet1775]

thanks you krish and ineuron for such informative sessions!!

[@atulsain6170]

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

[@kishores4455]

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

[@shekharkumar1902]

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

[@talha_anwar]

a big thanks. first visit and learnt a lot

[@MrDevjakhmola]

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

[@ShashwatAgarwal007]

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

[@haridaasan]

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!

[@Slimshady68356]

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

[@nishantkumar-lw6ce]

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]

Check day 2 recording once

[@manu1983manoj]

great session

[@nipunkakkar1269]

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]

Quiet hard to follow along.

[@kettlebell_only]

To start from 54:26

[@sandeepnarwal8782]

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?

[@djblaccs]

For real...??!!

[@ankitgupta1806]

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

[@arindamjain1569]

Start video from 56:00

[@siddhantbhardwaj4268]

Yes

[@datapro212]

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]

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]

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

[@theinnoverse]

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

[@hashir7702]

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

[@yashnarang3014]

Getting the issue this app is blocked while authenticating after writing the dvc push command on 1:43:16 any body else having this issue knows how to solve it ?

[@datapro212]

1080 p is not available

[@subhajitnayak27]

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]

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

[@turingmindsai]

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

[@bharatpruthi278]

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

[@amitchawla9579]

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

[@omkaramrangasesha9910]

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

[@cheitra7021]

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

[@ravikumarverma1540]

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

[@taeefnajib]

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

[@karthiavenger4577]

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

[@taeefnajib]

@@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.

[@PranaySurjagade]

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?

[@IQTIDAR8]

i tried your discord as well but its not working, I can't join, let me help in connecting you

[@budsb8608]

dvc push does not show the link for gdrive authentication 😭

[@DheerajKumar-kt6ox]

did you resolve the issue iam facing the same

[@budsb8608]

@@DheerajKumar-kt6ox no

[@shivenkhajuria2488]

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

[@meghnagoyal2826]

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.

[@prithvidas8227]

Hey Krish from where can I get the materials?

[@AkashVerma-he5ms]

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]

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

[@dandyyu0220]

same issue here. any solution?

[@ashwinprabhu219]

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

[@sanabraham5690]

@@ashwinprabhu219 The same for me any help please

[@obarojoseph7086]

Please i am stuck here. How did you proceed?

[@saifalmaliki403]

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]

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]

@@06madhav Thanks

[@alexfrankkagmenifossi3887]

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

[@alithemusician257]

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

[@tirthpancholi1110]

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.

[@badblue2430]

(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]

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

[@datapro212]

example dvc add training_batch_files\wafer12_20012.csv

[@prathmeshpatil4456]

I have the same error, did you fix it

[@theinnoverse]

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]

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

[@jannatunferdous103]

Sound quality from sunny is so bad. 😢

[@mritunjay3723]

Not at all clear Krish Sir

[@simonelgarrad]

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]

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.

[@mayanksharma609]

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

[@yashnarang3014]

I am getting the same issue can you tell how did you resolve it ???

[@shivenkhajuria2488]

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

[@amarsinhjadhav8156]

sunnybhai 🤐u r in your own world not with students . I can't able to follow anything in this session👎. KRISH ❤

[@Quest_adventure]

hii anyone want to do any machine learning projects together, kindly reply

[@pavanellu5170]

interested

[@brunocarvalho3229]

1:12:53

[@saurabhdhillon5875]

very bad experience with sunny

[@himanshubansal5390]

Very bad experience