Скачать или смотреть DS Bootcamp Week 2

This is the video for the second week 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.

This week, we're getting into the fun stuff! We're talking about how to make predictions based on data and how to estimate the error in your predictions. We're doing this just by looking at the data right now, and this will help us to intuitively understand how machine learning works. Soon, we'll be building powerful models and making great predictions!

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

The Week 1 Videos can be found here:
Python -    • DS Bootcamp Week 1  
SQL -    • DS Bootcamp: Week 1 - SQL  

Learn more statistics!

Khan Academy
https://www.khanacademy.org/math/stat...

The Open Learning Initiative from Carnegie Mellon University
https://oli.cmu.edu/courses/probabili...

YouTube Statistics Lectures from Harvard   • Lecture 1: Probability and Counting | Stat...