Machine Learning Hands-on Tutorial 2 (Decision Trees and Their Implementation in Real Life Data)
In this tutorial, we will implement decision trees to predict salaries of employees with very high accuracy and matplotlib visualizations.
The learning outcomes are :
1. Theoretical Understanding of Decision Tree Algorithms
2. Practical Implementation Decision Tree Algorithms to Real-life Problems
3. How to work with arrays with Numpy library
4. Data Analysis and Cleaning with Pandas library
5. Data Visualization with Matplotlib library
6. Practical Use of Python Programming Language
You can find the code of entire tutorial at the following link:
https://www.kaggle.com/abrahamanderso...
You can find and download the dataset that I use for this tutorial:
https://www.kaggle.com/abrahamanderso...