End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik

preview_player
Показать описание
In this video we will be implementing an end to end Deep LEarning project using MLops tools such as DVC along with the deploymeny using giithub action in both azure and aws cloud

Support me by joining membership so that I can upload these kind of videos
---------------------------------------------------------------------------------------------------------
Join the PWSKILLS Data Science Masters Course
Best Affordable Data Science Course From Pwskills(6-7 Months)

Impact Batch 2.0:- Data-Science-Masters (Full Stack Data Science)

Direct call to our team in case of any queries
+9186600 34247
+919880055539
+918147625763
+918660034247
+918951939425

▬▬▬▬▬ Contents of this video ▬▬▬▬▬

00:00:00 - Introduction
00:02:00 - Project Introduction
00:06:56 - Prerequisite
00:08:14 - Problem Statement (Chicken Disease)
00:09:52 - Project Demo
00:12:11 - Github Repository Setup
00:14:56 - Project Template Creation
00:39:43 - Requirements Installation & Project Setup
00:49:32 - Logging, Exception & Utils Modules
01:08:27 - Project Workflows
01:10:57 - Data Ingestion Notebook Experiment
01:28:10 - Data Ingestion Final Implementation
01:40:59 - Prepare Base Model Notebook Experiment
01:51:52 - Prepare Base Model Final Implementation
01:59:05 - Prepare Callbacks Notebook Experiment
02:06:27 - Prepare Callbacks Final Implementation
02:09:27 - Model Trainer Notebook Experiment
02:17:43 - Model Trainer Final Implementation
02:26:09 - Model Evaluation Notebook Experiment
02:30:00 - Model Evaluation Final Implementation
02:36:02 - Writing DVC file for tracking piplines
02:51:25 - Prediction Pipeline & User App
03:01:09 - Project CI/CD Deployment on AWS
03:31:00 - Project CI/CD Deployment on Azure
--------------------------------------------------------------------------------------------------------
►Data Science Projects:

►Learn In One Tutorials

►Learn In a Week Playlist

►Detailed Playlist:

  1. Krish Naik
  2. yt:cc=on
  3. end to end deep learning project with deployment
  4. krish naik deep learning playlist
  5. deep learning with aws deployment
  6. data science with azure deployment
Рекомендации по теме
End-to-End Machine Learning 2:48:13

End-to-End Machine Learning Project – AI, MLOps

Complete End to 4:06:24

Complete End to End Deep Learning Project With MLFLOW,DVC And Deployment

end to end 0:04:14

end to end deep learning liveProjects

End To End 2:44:56

End To End Machine Learning Project Implementation With Dockers,Github Actions And Deployment

End To End 3:51:00

End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik

End-to-end deep learning 0:52:21

End-to-end deep learning

Breakdown: How Tesla 0:31:31

Breakdown: How Tesla will transition from Modular to End-To-End Deep Learning

End to end 5:23:58

End to end Deep Learning Project Implementation using MLOps Tool MLflow & DVC with CICD Deployme...

NEW DeepSeek-R1 Computer 0:13:05

NEW DeepSeek-R1 Computer Use AI Agents are CRAZY (FREE) 😱

End-to-end Deep Learning 0:00:28

End-to-end Deep Learning Model for Non-orthogonal 3D Box Identification

NLP for Developers: 0:06:12

NLP for Developers: End to End Machine Learning | Rasa

End to end 0:00:05

End to end deep learning project | data science project | #shorts #shortsvideo #datascience #project

Autonomous Driving using 0:01:03

Autonomous Driving using End-to-End Deep Learning (Behavior Cloning) on a Scaled Vehicle

Episode 12: Model 0:03:22

Episode 12: Model Trainer Modular Component | End to End Deep Learning Project

Self-Driving Car - 0:00:18

Self-Driving Car - End-to-end Deep Convolutional Neural Network

End To End 0:40:25

End To End Machine Learning Project Implementation Using AWS Sagemaker

End-to-End Deep Neural 0:19:44

End-to-End Deep Neural Network Age Estimation

Deep Learning | 3:08:45

Deep Learning | End-to-end Machine Learning Project | CloudxLab

Episode 4: Project 0:04:22

Episode 4: Project Setup & Requirements Installation | End to End Deep Learning Project

Building Scalable End-to-End 0:58:54

Building Scalable End-to-End Deep Learning Pipelines in the Cloud - Rustem Feyzkhanov

DSS online #4 0:28:30

DSS online #4 : End-to-End Deep Learning Deployment with ONNX

End to End 0:43:07

End to End Machine Learning

End to End 0:01:07

End to End Deep Learning Demo - BERT Intent Classifier

End To End 4:18:05

End To End Data Science Project Implementation In One Shot- Part 1

Комментарии
Автор

Thanks for such well explained and fully implemented tutorials. It helps us freshers understand the best industry practices and crack interviews, because now, we would know what we're talking about. Please keep such tuts coming!

bhavyachhabra
Автор

THE TEACHING IS AWESOME, learnt alot ... but, a game if are you are bored, drink when he says "Okay".

subhamsaha
Автор

Whatt a video bro only live project video i have seen in my life that made me awefull great video bro it covers all the concepts and make the students strong in fundamental concepts and for newbies it takes atleast 5-10 days to just understand and execute it taies 1 month bro.

saib
Автор

This man's presentation good, Apart from that we are more comfortable with ur way of presentation.And Your way of teaching is very easy to understand for beginners. So please do ur own presentation video. Its so helpful for many beginners.

dreamwalker
Автор

You are beyond amazing sir . Thank you for all the efforts .

shwetabhat
Автор

No words to appreciate you and your amazing commitment.Thank you man

shumettefera
Автор

Krish, this new guy is also explaining well. All the best to him too.

Maha-on-cloud
Автор

Dot ❎ Okay ✅. Still a very Great video. Thank you for uploading such a quality content !!

nisittripathi
Автор

The no. of times this guy saying okay is uncountable😂😂😂😂

anilruhil
Автор

2:18:34 I got NotImplementedError: numpy() is only available when eager execution is enabled. What am I supposed to do?

StrnX
Автор

you are the best with the best content best implementation

and explanation

ahmadmponda
Автор

Hi everyone,
has anyone got this error ''ERROR: failed to reproduce 'training': output 'artifacts\training\model.h5' does not exist'' at 2:47 when running command dvc repro in my case 1st two stages are running but at training stage I am getting above error.
Any response will be highly appreciated.
Thanks

ehtishamasghar
Автор

Sir i have a doubt in 1:50 th clip in the prepare_full_model method freeze_all for loop and free_till u were iterate by for layer in model.layer: u assigned "model. trainable=False" but we have to put "layer. trainable=False"

berry
Автор

At 2:18:48 attributeError: windowspath object has no attribute endswith

Any solution? Please please please reply

DSlayer
Автор

Very Nice Explanation sir... Keep going...

hemantkumardas
Автор

The Video and resources you provide are amazing. You explain things a little unclear tho, as if you didnt think beforehand how to explain it.

Eren-zluw
Автор

thank you so much for this amazing journey

ahanafrafid
Автор

Great video. thank you. Can you please explain what is entity and what's the use of updating entity and why we need it?

srinivaschannel
Автор

You're making education engaging and accessible for everyone. #NurserytoVarsity

NurserytoVarsity
Автор

I am stuck at 55:30 where i am not able to import the local package into main.py....I have run "pip install -e ." already. Can anybody suggest what could be the reason?

divine_symphony