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ds-live-062722-streamlit-practice's Introduction

Streamlit Practice - DS-Live-062722

deploy gif from tenor

Pre-Requisites

  1. Fork this repository
  2. Clone your fork of this repo
  3. Create a new conda environment from the yml file in this repo
    • In your terminal, navigate to your clone of this repo, then run:
    conda env create -n streamlit --file st-environment.yml
    

BONUS: The session will go a lot smoother if you have a code editor installed! I'll be using VS Code.

By default for Windows users, VS Code will create a code command you can use from Git Bash to launch VS Code easily.

Mac users can set up the same command by following the instructions found here.

Run of Show:

  1. Explore Streamlit documentation and create a simple app.py file

    • Using st.write()
    • Creating and displaying data
    • Creating and displaying visualizations
    • Utilizing inputs through input widgets
  2. Walk through an example project to be deployed

    • How to think about model inputs when designing your model
    • How to pickle a fit sklearn model
    • How to test using a pickled model before deployment
  3. Create a Streamlit app to take in inputs, transform data appropriately, load a pickled model, and make predictions on new incoming data

ds-live-062722-streamlit-practice's People

Contributors

lindseyberlin avatar

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