Welcome to my portfolio!! I have special interest in machine learning and deep learning technics, and Internet of Things.

July 13, 2019

Wine dataset: Unsupervised learning for clustering wine references

It is well known that wine has motivated people to socialize, create, party, and adventure. It’s no wonder, billions of people around the globe identify as wine lovers! In this dataset, we find 1600 wine references with the following features and the goal is to create clusters that group references by similarity. This way, we could classify a new wine reference, that has not been included in this analysis, in one of the clusters defined here.

May 17, 2019

Advertising dataset: How to predict sales based on advertising investements

Marketing teams usually promote their products in different kind of media. For example: TV, radio, newspaper, social media, etc. However, the impact in sales could be different for each kind of media. Perharps, investing in TV or radio would generate a bigger sales growth than investing in newspaper!! In this repository, you will find a model to predict sales based on different kind of media and also, it will help to identify which kind of advertising should be performed by the company.