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Courses, in 8 stages

  1. 01Programming for AI/ML9 courses
  2. 02Statistics and ML Algorithms11 courses
  3. 03MLOps12 courses
  4. 04Deep Learning6 courses
  5. 05Agentic AI10 courses
  6. 06Time Series Forecasting9 courses
  7. 07Industry DS Projects15 courses
  8. 08Special Topics13 courses
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  1. Courses
  2. Docker for Data Science
  3. Docker Networking

Implementation

Video · 13 min · Lesson 17 of 23

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PreviousProject DescriptionNext lessonIntroduction to Docker Compose
MLOps and DeploymentDocker for Data Science

    1. Need for DockerFree3 min
    2. Download Resources1 min
    3. How Containers Solve the ProblemFree3 min
    4. Docker Vs Virtual MachinesFree5 min
    5. Docker Image vs Docker Container5 min
    1. Installing Docker7 min
    2. Dockerfile6 min
    3. Base Images3 min
    4. Build image and run container8 min
    1. Local Flask App5 min
    2. Containerizing the flask app10 min
    3. Interact with Container3 min
    4. Push to Docker Hub7 min
    5. Assignment3 min
    1. Introduction to Docker Networking6 min
    2. Project Description3 min
    3. Implementation13 min
    1. Introduction to Docker Compose4 min
    2. Understanding YAML4 min
    3. Docker Compose Demo2 min
    4. Docker Compose Code Demo12 min
    5. Assignment 22 min
    6. Assignment Solution6 min

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