FastAPI for Machine Learning | CampusX - Docker for Machine Learning | Docker Crash Course | CampusX

Notes - https://drive.google.com/file/d/1AGcGb49pU55Dm2B7aBRBgaTKMNrBIXm6/view?usp=sharing ML project link - https://github.com/campusx-official/laptop-price-predictor-regression-project Docker for ML Course: https://learnwith.campusx.in/courses/Docker-for-Machine-Learning-68a022773f7a067efc5df47e My Notes: https://learnwith.campusx.in/products#nav_bar ============================ 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 02:24 - What is Docker? 06:40 - Need for Docker 16:20 - How is Docker used? 17:26 - Docker Engine 21:00 - Docker Image 24:30 - DockerFile 26:30 - DockerContainer 28:30 - Registry 33:00 - LifeCycle 35:35 - Use-Cases 38:46 - Setup 48:40 - Verify Installation 53:05 - Pulling Image from GitHub 01:00:40 - Dockerizing Flask App 01:11:00 - Pushing Image to Docker Hub