Скачать или смотреть DS Bootcamp Week 5: Unsupervised 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.

In the first video this week, we talked about Supervised Learning, how to teach a computer to return the correct answer. This video is about Unsupervised Learning: How to learn from data when we don't know the answer at all!

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 K-Means Clustering
Basics: https://developers.google.com/machine...
More Applications:   / everything-you-need-to-know-about-k-means-...  
From a book: https://jakevdp.github.io/PythonDataS...

Learn more about Agglomerative Clustering
https://builtin.com/machine-learning/...

Learn more about Isolation Forests
https://towardsdatascience.com/isolat...

Learn more about PCA
https://builtin.com/data-science/step...

Learn more about t-SNE
https://towardsdatascience.com/t-sne-...