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Guillaume Verbiguié's Projects

data-modeling-with-postgresql icon data-modeling-with-postgresql

Schema for Song Play Analysis : the aim is to create a SQL analytics database for a fictional music streaming service called Sparkify

disaster-response-pipelines icon disaster-response-pipelines

This project aim is to build a Natural Language Processing (NLP) model to categorize messages on a real time basis.

ml-finding-donors icon ml-finding-donors

ML Project (Kaggle) : CharityML has decided to send letters to residents of California, but to only those most likely to donate to the charity. With nearly 15 million working Californians, CharityML has brought you on board to help build an algorithm to best identify potential donors and reduce overhead cost of sending mail.

recommendations-with-ibm icon recommendations-with-ibm

Analyzing the interactions that users have with articles on the IBM Watson Studio platform, and make recommendations to them about new articles you think they will like

starbucks-capstone-project icon starbucks-capstone-project

Starbucks Capstone Project to optimize the promotional app offers for customers and to predict their response to different offers

starbucks-data icon starbucks-data

The dataset was originally used as a take-home assignment provided by Starbucks for their job candidates. The data for this exercise consists of about 120,000 data points split in a 2:1 ratio among training and test files. In the experiment simulated by the data, an advertising promotion was tested to see if it would bring more customers to purchase a specific product priced at $10.

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