End To End MLOPS Data Science Project Implementation With Deployment

In this project we will be implementing end to end data science projects with mlflow and also deploy in the AWS EC2 insstance using github action Code Link: https://drive.google.com/file/d/1c7k8i1l2X_r9i4yWAkQzxiP1Nu8_wqap/view?usp=drive_link Project Timestamp: 00:00:00 Introduction to Project 00:04:00 Create a Repository In Github Account 00:06:53 Create Structure Using Template.py 00:16:27 Implementing Setup.py 00:20:22 Logging Implementation 00:38:40 Data Ingestion 01:03:29 Data Validation 01:19:29 Data Transformation 01:29:13 Model Trainer 01:59:24 Prediction Pipeline 02:12:53 Deployment In EC2 with app runner ----------------------------------------------------------------------------------------------------------- We at PWSKILLS are happy to announce our new Full Stack Data Science Pro Batch With Job Assurance Program starting from 12th August 2023. All the classes will be live and previous sessions recordings will also be given. Below are the details of the batch Start Date 12th August 2023 Timing : 9AM-12PM IST Sat & Sun Mentors: Sudhanshu, Krish Naik,Sourangshu Paul,Sunny Savitha As we know AI is evolving a lot so we have also included syllabus related Generative AI, LLm models and prompt engineering. Check out the entire details of the batch below and avail additional discount https://bit.ly/3KbYzLP ------------------------------------------------------------------------------------------------------------- Support me by joining membership so that I can upload these kind of videos https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join ------------------------------------------------------------------------------------------------------------------------------ ►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: Python Detailed Playlist: https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVNUL99R4bDlVYsncUNvwUBB&pp=gAQB Python playlit in Hindi: https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v 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