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achine learning+

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. ML Deployment in AWS EC2
  3. Deployment of ML Models

HTML Frontend Basics

Video · 10 min · Lesson 7 of 21

This lesson is part of All-Access

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PreviousBuilding the ML ModelNext lessonStarting the app
MLOps and DeploymentML Deployment in AWS EC2

    1. Demo of the ML AppFree4 min
    2. Download Resources1 min
    3. Plan of ActionFree4 min
    4. Running-the-appFree4 min
    5. Productionization of ML Models11 min
    6. Building the ML Model8 min
    7. HTML Frontend Basics10 min
    8. Starting the app2 min
    9. Building the Input Form11 min
    10. Python Flask - Backend14 min
    11. Course Review1 min
    12. Before creating AWS account3 min
    13. Creating an EC2 Instance11 min
    14. Connect to AWS EC2 from Local4 min
    15. Transferring the files3 min
    16. Install packages and run app in EC26 min
    17. How to use screen software to keep the app running after disconnecting termin6 min
    18. Better UI1 min
    19. Upgrading to the new UI2 min
    20. How to work with Bootstrap Templates9 min
    21. Updating the form6 min

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