Capstone Project for the Data Scientist Nanodegree by Udacity.
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Updated
May 8, 2023 - HTML
Capstone Project for the Data Scientist Nanodegree by Udacity.
Desafio de clusterização de clientes feito para o IFood e Tera. Utilizando as bibliotecas Plotly, Sklearn e Yellowbrick conseguimos fazer a clusterização em 3 dimensões de forma eficiente e visual utilizando as features construídas no feature engineering a partir de bases de clientes, pedidos e sessões do iFood.
Performing a clustering model for Bank Customer Dataset using K-Means clustering
Perform Feature Analysis with Yellowbrick!
A Deep Dive of Craigslist US Used Car Sales Data Using ML and Visualizations Presented Within a Webpage
Build a model to predict whether a loan is flagged as 'bad'.
Vous êtes consultant pour Olist, une solution de vente sur les marketplaces en ligne. Olist souhaite que vous fournissiez à ses équipes d'e-commerce une segmentation des clients qu’elles pourront utiliser au quotidien pour leurs campagnes de communication.
An analysis that predicts individual health insurance costs charged by health insurance companies based on age, sex, BMI, children, smoking, and region using predictive modeling and machine learning.
In this analysis, I will demonstrate how PCA and K-Means clustering can be applied to credit risk data. In this data set, we do not have a target variable, which leads us to build an unsupervised machine learning model.
Análisis de datos utilizando datasets obtenidos de Kaggle, una plataforma de competencias y recursos de ciencia de datos
Yellowbrick is an useful machine learning visualization library for visualizing model performance. This Jupyter notebook gives an example for using yellowbrick to visualize model performance of a ternary classification task.
Build a clustering model to study driver behaviors and lifetime value.
Customer-Segmentation---Purchasing-Behavior
This repository contains some data science projects I have done for practical purposes.
Unsupervised Learning Model Evaluation
An assignment on basics of scikit-learn
Evaluate Machine Learning Models with Yellowbrick
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