Let’s learn some ML concepts and do some regression!#

Welcome to the third lecture of the Data Science Academy! In this lecture we will demystify supervised vs unsupervised learning and regression vs classification. Attached to these concepts, we will introduce three different models/algorithms: linear regression (supervised ML, regression), logistic regression (supervised ML, classification) and clustering (unsupervised ML).

The Plan#

Section

Time

Intro to today’s topics

10 minutes

Linear Regression

40 minutes

Break

15 minutes

Logistic Regression and Clustering

50 minutes

Recording from the lecture#

If you missed the class, or you want to revisit some content, download the lecture recording part 1 and part 2.