Watch our first data science demo of 2022! This session was hosted by TDI instructor and podcast host Ana Hocevar who built a basic natural language machine learning model and deployed it as a simple web app.
She covered some common tools and techniques for building a machine learning model in Python and how to use it in a web app using Streamlit.
Ana showed us some steps to:
- Clean and prepare the data
- Train a machine learning model using scikit-learn
- Create a simple web app using Streamlit
- Set up a Github repository to share notebooks and software requirements