mlcourse.ai-assignments

Assignments from MLcourse.ai

Most of the cells in the notebooks are pre-filled by the course authors. The cells that were coded by me are highlighted with the comment "#you code here".

Description of assignments

Assignment 3. Decision trees with a toy task and the UCI Adult dataset

Main tasks:

• own implementation of entropy and information gain calculation on a toy dataset;
• own implementation of decision tree (with binary features only) on a toy dataset;
• basic work with DecisionTreeClassifier and GridSearhCV from scikit-learn on the UCI Adult dataset.

Results of assignment test - 10/10.