AI dictionary · MLOps and deployment
What is Docker?Docker kya hai?
Also called: Container
Docker: A tool that packages an app with everything it needs so it runs the same everywhere.Tool jo app ko uski har zaroori cheez ke saath pack karta hai taaki har jagah ek jaisa chale.
🧸 Think of it likeAise samjho
Like a tiffin box that carries the whole meal with its own spoon and chutney, so it tastes the same in any office.Tiffin box jaisa jo poora khaana apne chammach aur chutney ke saath le jaata hai, taaki kisi bhi office mein same swaad aaye.
📘 ExplainedVistaar se
A Dockerfile lists the base image, dependencies, code and start command; building it creates an image, and running it creates a container. This removes 'works on my machine' problems and is the standard way to ship ML services to servers and Kubernetes.Dockerfile mein base image, dependencies, code aur start command likhe hote hain; build karne se image banti hai, aur chalaane se container. Isse 'mere machine pe chalta hai' wali problems khatam hoti hain, aur ML services ko servers aur Kubernetes tak bhejne ka yahi standard tarika hai.
💡 Real exampleAsli example
Shipping your FastAPI model service as a Docker image to the cloud.Apni FastAPI model service ko Docker image ke roop mein cloud pe bhejna.
📖 Learn it step by stepStep by step seekho
🔗 Related termsJude hue shabd
Questions people ask
What is Docker?
A tool that packages an app with everything it needs so it runs the same everywhere. A Dockerfile lists the base image, dependencies, code and start command; building it creates an image, and running it creates a container. This removes 'works on my machine' problems and is the standard way to ship ML services to servers and Kubernetes.
How can I understand Docker in simple words?
Like a tiffin box that carries the whole meal with its own spoon and chutney, so it tastes the same in any office.
What is an example of Docker?
Shipping your FastAPI model service as a Docker image to the cloud.
Docker ka matlab kya hai?
Tool jo app ko uski har zaroori cheez ke saath pack karta hai taaki har jagah ek jaisa chale. Tiffin box jaisa jo poora khaana apne chammach aur chutney ke saath le jaata hai, taaki kisi bhi office mein same swaad aaye.
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