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Explore How to build a ML project using MLOps | MLOps for Beginners | CampusX with 70,631 views, 2,612 likes, and 222 comments. Experience the impact of this video content that has captured audience attention.

============================ Did you like my teaching style? Check my affordable mentorship program at : https://learnwith.campusx.in DSMP FAQ: https://docs.google.com/document/d/1OsMe9jGHoZS67FH8TdIzcUaDWuu5RAbCbBKk2cNq6Dk/edit#heading=h.gvv0r2jo3vjw ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official Slide into our DMs: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 E-mail us at [email protected] ⌚Time Stamps⌚ 00:00 - Intro 01:42 - Plan of Action 05:28 - Problem Statement / Demo 10:30 - High Level Overview 13:35 - The Data 20:12 - Experiment Tracking 25:07 - Automation using DVC Pipeline 36:00 - Model Registry 40:57 - Testing and Promoting the Model 45:27 - Developing the Flask API and Chrome Plugin Frontend 49:50 - Dockerization 53:44 - Deploy on AWS EC2 01:00:43 - Deployment Strategies 01:04:57 - CI/CD Pipeline 01:16:20 - Improvements 01:20:20 - Data Science Mentorship Program 2.0

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