Unsupervised Clustering Algorithms

Deep Learning
1

Greetings!
I am (about to start) working on Unsupervised Clustering Algorithms. This is for grouping customers into similar categories based on their shopping patterns.
This course has been amazing so far, but I am not sure where exactly to look for the given requirements. Would you give me some directions here.

Any help would be awesome!
Thank you!

2

Hi Sahil
This sounds like the Supermarket problem so given customer behaviours x1 x2 can we find any latent factors to describe them. You can try random forest, PCA, K means clustering and Boltzmann machines
Have a look at this video at the 2 hour point Lesson 3: Deep Learning 2018 - YouTube and read this Data used in lesson3-rossman.ipynb.
Also read chapter 9 in the book.
Regards Conwyn

1 Like
3

Whoa!
Thank you so much @Conwyn
I will definitely check it out
I was also wondering if certain Kaggle competitions such as this should be seen as a basic guideline

Thank you again!