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Source: https://www.docker.com/company/newsroom/media-resources

Purging all unused or dangling Images, Containers, Volumes, and Networks

  1. Introduction
  2. Docker File
  3. Basic Docker Commands
  4. Port and Volume Mapping
  5. Docker Networking
  6. Docker Storage
  7. Docker Compose
  8. Deleting Docker Entities (You are here!)
docker system prune
docker system prune -a

Remove all the images

docker rmi $(docker images -a -q)

Remove all exited containers

docker rm $(docker ps -a -f status=exited -q)

Stop and remove all the containers

docker stop $(docker ps -a -q)
docker rm $(docker ps -a -q)


A complete guide

  1. Introduction
  2. Docker File
  3. Basic Docker Commands
  4. Port and Volume Mapping
  5. Docker Networking
  6. Docker Storage
  7. Docker Compose (You are here!)
  8. Deleting Docker Entities
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Web Application in Python
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Voting App


Docker data architecture and persistent storage

  1. Introduction
  2. Docker File
  3. Basic Docker Commands
  4. Port and Volume Mapping
  5. Docker Networking
  6. Docker Storage (You are here!)
  7. Docker Compose
  8. Deleting Docker Entities
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Docker file location on Linux systems


How containers communicate with their host and each other!

  1. Introduction
  2. Docker File
  3. Basic Docker Commands
  4. Port and Volume Mapping
  5. Docker Networking (You are here!)
  6. Docker Storage
  7. Docker Compose
  8. Deleting Docker Entities
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Automatically created networks in Docker


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Source: https://www.docker.com/company/newsroom/media-resources
  1. Introduction
  2. Docker File
  3. Basic Docker Commands
  4. Port and Volume Mapping (You are here!)
  5. Docker Networking
  6. Docker Storage
  7. Docker Compose
  8. Deleting Docker Entities
docker run -p <port_number_on_host>:<port_number_on_container> <image>


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Source: https://www.docker.com/company/newsroom/media-resources
  1. Introduction
  2. Docker File
  3. Basic Docker Commands ( You are here! )
  4. Port and Volume Mapping
  5. Docker Networking
  6. Docker Storage
  7. Docker Compose
  8. Deleting Docker Entities


  1. Introduction
  2. Docker File (You are here!)
  3. Basic Docker Commands
  4. Port and Volume Mapping
  5. Docker Networking
  6. Docker Storage
  7. Docker Compose
  8. Deleting Docker Entities


A concise guide to Docker

  1. Introduction (You are here!)
  2. Docker File
  3. Basic Docker…


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  1. Setup MLflow in Production
  2. MLflow: Basic logging functions
  3. MLflow logging for TensorFlow
  4. MLflow Projects
  5. Retrieving the best model using Python API for MLflow
  6. Serving a model using MLflow (you are here!)
conda create -n production_env
conda activate production_env
conda install python
pip install mlflow
pip install sklearn
mlflow run git@github.com:databricks/mlflow-example.git -P alpha=0.5
ls -al ~/mlruns/0


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  1. Setup MLflow in Production
  2. MLflow: Basic logging functions
  3. MLflow logging for TensorFlow
  4. MLflow Projects (you are here!)
  5. Retrieving the best model using Python API for MLflow
  6. Serving a model using MLflow

About

Sumeet Gyanchandani

Machine Learning Engineer at Nomoko | Former Thesis Intern at Microsoft Research | Master of Science in Artificial Intelligence

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