ML: Predict storybook reading level

[jo-elimu]

Code machine learning model for predicting the reading level of a storybook based on its content.

1. Prepare data:

• Import dataset from the webapp repo ml-storybook-reading-level#1
• Clean the data in the imported dataset ml-storybook-reading-level#2

2. Train model:

• Perform feature engineering ml-storybook-reading-level#4
• Split the data into a training set and test set ml-storybook-reading-level#3

3. Make prediction:

• Save model and make predictions ml-storybook-reading-level#5
• Export saved model to a format compatible with the webapp ml-storybook-reading-level#6

Deploy in production:

• Use machine learning model to predict storybook reading level webapp#1821
• Show warning when a storybook's reading level differs from ML prediction webapp#1891