Lesson

In this Mage Academy lesson on model training, we’ll learn how to split your data for training and testing your machine learning models with K Fold Cross Validation.

In this Mage Academy lesson on model evaluation, we’ll learn how to calculate Mean absolute error (MAE).

In this Mage Academy lesson on feature engineering, we’ll learn about how we’d parse and extract contents of a column at a particular index for the purpose of simplifying or specifying the information in a separate column.

In this Mage Academy lesson on model evaluation, we’ll learn how to calculate F1 score and what it means.

In this Mage Academy lesson on data cleaning, we’ll learn how to remove duplicate row entries of a column value in Pandas.

In this Mage Academy lesson on model evaluation, we’ll learn how to calculate specificity using a confusion matrix and understand what it means for a model to have a high or low value.

In this Mage Academy lesson on model evaluation, we’ll learn how to calculate recall using a confusion matrix and understand what it means for a model to have a high or low recall value.

In this Mage Academy lesson on model evaluation, we’ll learn how to calculate precision for your machine learning models.

In this Mage Academy lesson on model evaluation, we’ll learn how to calculate and understand the accuracy of Machine Learning models.