Bank Marketing Vignette Videos

Click here to watch a series of videos on explorations of the Bank Marketing dataset

Hello class,

I have released a series of videos which involve exploration, analysis, and modeling of the bank marketing dataset. In particular we go over how to calculate lift curves, and also go through some interesting tips and tricks, such as how to create a custom Naive Bayes implementation in ‘sklearn’ using their class system. This video and accompanying notebook might be of use if you are grappling with the homework assignment.

Video Link	Runtime
Bank Marketing Vignette 5: Fit, Evaluation, and Lift	22:45
Bank Marketing Vignette 4: Custom Naive Bayes and OOP	20:37
Bank Marketing Vignette 3: Categorical EDA and Model Prep	16:14
Bank Marketing Vignette 2: EDA and Inflation Feature	22:25
Bank Marketing Vignette 1: Intro and Train/Test Split	10:40

You can download my python notebook here: bank marketing vignette