You can book One to one consultancy session with me on Mentoga: https://mentoga.com/muhammadaammartufail


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GitHub Repo for DSAAMP codes: https://github.com/AammarTufail/DSAAMP_2025
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#codanics #dataanalytics #pythonkachilla #pkc24 #dsaamp

4-Months of Data Science to AI Agents Mentorship Program (DSAAMP)
Hurry up!
Register now, only few seats available.
More information about the course and the registration link to google form: https://forms.gle/8dHbiu2TGmHTzgYY8


Struggling to move your Python scripts from laptop to production?
In this video we demystify Docker containers and show how to package, ship, and run a Flask or FastAPI project anywhere—laptop, cloud VM, or Kubernetes—without “it-works-on-my-machine” drama.

What You’ll Learn
Segment Topics & Tools
1. Docker Basics Images vs containers, Registry vs Hub
2. Write a Dockerfile FROM python:3.11-slim, COPY, RUN, CMD
3. Build & Run Locally docker build -t myapp:1.0 . → docker run -p 8000:8000 myapp:1.0
4. Environment Variables 12-factor secrets & config
5. Multi-Stage Builds Shrink images for speed & security
6. Docker Compose One-command up for app + PostgreSQL
7. Push to Docker Hub / GHCR docker push username/myapp


Why Watch?
Reproducibility – Same container on Windows, macOS, Linux.

Portability – Push once, run anywhere (cloud, on-prem, edge).

Scalability – Ready for orchestration (Docker Swarm / Kubernetes).

Stay Connected
Subscribe for more Python, MLOps & DevOps content.
Smash Like if this video saves you deployment time.
Comment your biggest Docker hurdle—we’ll tackle it in future videos!

#Docker #PythonDeployment #Containers #DevOps #MLOps #Flask #FastAPI #codanics #urdu #hindi #pakistan #india #science #recent #2025 #babaaammar #aammartufail
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Time Stamps:

00:00:00 What is Docker?
00:26:01 Docker installation in Windows
00:53:58 Build a docker container
01:14:42 Pushing to Docker Hub
01:31:33 Run Docker container
01:50:02 Importance of Docker container
01:51:16 Outro