Скачать или смотреть DS Bootcamp Week 5: Supervised Machine Learning

This is the video for week 5 of the data science bootcamp I offer students FOR FREE at the Community College of Aurora. The bootcamp is meant to take you from never having used Python and knowing very little statistics to being able to approach your own independent data science and machine learning projects.

Each week has have one video and a mini-project to practice what you've learned. The topics, subjects, and mini-projects are the same online as they in-person.

Last week, we talked about Linear Regression, one specific form of Supervised Learning. This week, we are going to look at a number of more powerful machine learning algorithms!

The mini-project for the week is in this Google Drive Folder:
https://drive.google.com/drive/folder...


The Week 1 video can be found here
   • DS Bootcamp Week 1  

Learn more about Support Vector Machines
https://towardsdatascience.com/suppor...

Learn more about Decision Trees
https://towardsdatascience.com/the-co...

Learn more about Random Forests
  / random-forests-explained  

Learn more about Gradient Boosting Machines
https://towardsdatascience.com/all-yo...

Learn more about K-Nearest Neighbors
  / k-nearest-neighbor