Webinar - Build & Dockerize a web app of your ML model using Docker, Streamlit, Flask

Hello @CC-Pathway,

On the 7th of February at 7 pm [GMT+1], I will hold a webinar titled:

Build & Dockerize a web app of your ML model

Tools/libraries

  • Simple transformers (NLP library)
  • Docker
  • Streamlit
  • Flask
  • Colab
  • Python

Agenda:

  • Quick intro & explanation of some key terms.
  • Training the BERT model using the simple transformers library on the amazon e-commerce forum scraped data.

Flask version:

  • Wrapping the trained model in a Flask API
  • Serving it (locally) as a Flask app
  • Dockerizing the whole app

Streamlit version:

  • Wrapping the trained model in the streamlit app
  • Serving it (locally)
  • Dockerizing the whole app

Webinar link: Build & Dockerize a web app of your ML model - YouTube.
Build & Dockerize a web app of your ML model.pdf (736.4 KB)

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I gave this a thumbs up, but I should also add that I will definitely be there. :slight_smile: Thank you @Sara_EL-ATEIF

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Thank you @Melissa it is my pleasure to count you in :pray:.

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@CC-Pathway the live is about to get started and here is the link : Build & Dockerize a web app of your ML model - YouTube

1 Like