A Practical Guide to Machine Learning with Python

Quiz

Explore foundational techniques in exploratory data analysis such as importing datasets and using data frame functions. This lesson helps you apply your understanding through a practical quiz to reinforce key concepts and skills essential for machine learning preprocessing.

We'll cover the following...

1.Introduction to Course

2.Introduction to Machine Learning

3.Exploratory Data Analysis

4.Data Scrubbing

5.Pre-Model Algorithms

Project

6.Split Validation

7.Model Design

8.Linear Regression

9.Logistic Regression

10.Support Vector Machines

11.K-Nearest Neighbors

12.Tree-Based Methods

Project

13.Conclusion

14.Appendix

Quiz