End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik
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
github: https://github.com/krishnaik06/Chicken-Disease-Classification-Projects
Support me by joining membership so that I can upload these kind of videos
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Impact Batch 2.0:- Data-Science-Masters (Full Stack Data Science)
1. Data Science Masters Hindi: http://bit.ly/3TPdrDz (Hindi)
2. Data Science Masters English: https://bit.ly/40gZ9hn (English)
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▬▬▬▬▬ 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:
https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&pp=iAQB
►Learn In One Tutorials
Statistics in 6 hours: https://www.youtube.com/watch?v=LZzq1zSL1bs&t=9522s&pp=ygUVa3Jpc2ggbmFpayBzdGF0aXN0aWNz
Machine Learning In 6 Hours: https://www.youtube.com/watch?v=JxgmHe2NyeY&t=4733s&pp=ygUba3Jpc2ggbmFpayBtYWNoaW5lIGxlYXJuaW5n
Deep Learning 5 hours : https://www.youtube.com/watch?v=d2kxUVwWWwU&t=1210s&pp=ygUYa3Jpc2ggbmFpayBkZWVwIGxlYXJuaW5n
►Learn In a Week Playlist
Statistics:https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay
Machine Learning : https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz
Deep Learning:https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns
NLP : https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn
►Detailed Playlist:
Stats For Data Science In Hindi : https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ&pp=gAQB
Machine Learning In English : https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe
Machine Learning In Hindi : https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ&pp=gAQB
Complete Deep Learning: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi
Видео End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik канала Krish Naik
github: https://github.com/krishnaik06/Chicken-Disease-Classification-Projects
Support me by joining membership so that I can upload these kind of videos
https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join
---------------------------------------------------------------------------------------------------------
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)
1. Data Science Masters Hindi: http://bit.ly/3TPdrDz (Hindi)
2. Data Science Masters English: https://bit.ly/40gZ9hn (English)
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:
https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&pp=iAQB
►Learn In One Tutorials
Statistics in 6 hours: https://www.youtube.com/watch?v=LZzq1zSL1bs&t=9522s&pp=ygUVa3Jpc2ggbmFpayBzdGF0aXN0aWNz
Machine Learning In 6 Hours: https://www.youtube.com/watch?v=JxgmHe2NyeY&t=4733s&pp=ygUba3Jpc2ggbmFpayBtYWNoaW5lIGxlYXJuaW5n
Deep Learning 5 hours : https://www.youtube.com/watch?v=d2kxUVwWWwU&t=1210s&pp=ygUYa3Jpc2ggbmFpayBkZWVwIGxlYXJuaW5n
►Learn In a Week Playlist
Statistics:https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay
Machine Learning : https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz
Deep Learning:https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns
NLP : https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn
►Detailed Playlist:
Stats For Data Science In Hindi : https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ&pp=gAQB
Machine Learning In English : https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe
Machine Learning In Hindi : https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ&pp=gAQB
Complete Deep Learning: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi
Видео End To End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure And AWS- Krish Naik канала Krish Naik
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