pierreolivierbonin Goto Github PK

credit-risk-report

Based on seven different datasets, we implement a comprehensive machine learning pipeline that allows to predict whether a client is likely to default on their next loan payment.

dash-app-gallery

I developed a few apps for this growing Dash app gallery

data_science_starter

This is some starter / reference code for those interested in starting data science

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

how-to-get-good-beer-review-scores-a-short-machine-learning-project

In this project, I build an ML model to predict the scores of beer reviews and extract the most important features.

ibm_data_science_professional_certificate_capstone

This is the final capstone project I have completed to earn the IBM Professional Data Science Certificate.

images

lyra

An interactive, graphical Visualization Design Environment (VDE)

ml-and-modelevaluation

Project to complete the "Machine Learning with Python" course

mlops-on-gcp

nba_improvement_prediction

A data science project predicting improvement of NBA players next season

phd-thesis

This is the doctoral thesis I have authored as part of the requirements for a doctoral degree in political science at the University of Toronto. Using Stata, Qualtrics, and Excel, I developed logistic regression models, generalized ordered logit models, and partial proportional odds models to predict participation in organizations and networks as well as identification with spatio-territorial entities on four levels

plotly-dash-webapps

These are my two first interactive web apps developed in Python with the Plotly-Dash framework. The first one is a stock ticker app that directly retrieves data from a financial API. The second one I submitted to participate in a Viz for Social Good challenge. It is an interactive dashboard that allows to visualize the services Sunny Street provided and interventions they made in Australian homeless and marginalized communities from 2019 to 2021.

practice-pull-request

Fork this repository to practice Pull Requests

pywaffle

🧇 Make Waffle Charts in Python.

render_demo

the-big-short

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

voyager

Visualization Tool for Data Exploration