dniyitanga Goto Github PK

followers: 0.0 following: 3.0 repos: 46.0 gists: 2.0

Name: Mr. Dieudonné NIYITANGA

Type: User

Bio: Research Data Analyst

Mr. Dieudonné NIYITANGA's Projects

covid19-dashboard

🦠 Django open-source Coronavirus dashboard. Powerful data driven web-app, with an awesome UI. Contributions welcomed! Found on 🕶Awesome-list

credit-risk-modeling-in-python

Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Computed Weight of Evidence and price elasticities.

credit_risk_model

A comprehensive credit risk model and scorecard using data from Lending Club

cube.js

📊 Cube.js - Open Source Analytics Framework

custom-id-generator-in-laravel-8

The ID generator takes a unique external ID in the form of a string and returns a unique ID, which can be used as an item ID (for example, TLS006, STD-0005, INV_5750). You can use this example in order to make your own custom id.

customer-analytics-in-python

I use various Data Science and machine learning techniques to analyze customer data using STP framework. I preprocessed the data, performed segmentation, hierarchical clustering, k-means, PCA techniques with a lot of visualizations to segment and understand customer data. I have performed Purchase Analytics (both descriptive analysis and predictive analysis). Used deep learning to enhance my model.