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DiegoHurtad0/README.md

Hi, I'm Diego Gustavo Hurtado Olivares

I love creating visually appealing and interactive data visualizations that drive action within the business needs. Highly skilled in machine learning, data visualization, and creative thinking


Linear Regression Model Representation & Implementation From Scratch in Python

Summary:

Linear Regression Model Representation & Implementation From Scratch using Python

Check it here:

diegohurtadoo diegohurtadoo

Languages:

diegohurtadoo

Data Science Tools:

plotly

seaborn scikit_learn plotly plotly seaborn plotly bootstrap

Challenge Models Ranking People Ranking
House Price Prediction Stacking Models Top 3% Top 97 / 4651
House Price Prediction XGBoost, LightGBM Top 12%

Summary:

▪️ Predict whether a customer will churn using machine learning models

Check it here:

diegohurtadoo diegohurtadoo

Languages:

diegohurtadoo

Data Science Tools:

plotly

seaborn plotly plotly2 html bootstrap2


Challenge Models Score Link
Custumer Churn Prediction LSTM 96% Repository
Telco Customer Churn LSTM 81% Repository

Summary:

Linear Regression Model Representation & Implementation From Scratch using Python

Check it here:

diegohurtadoo

Languages:

diegohurtadoo

Data Science Tools:

plotly

seaborn scikit_learn plotly plotly seaborn plotly bootstrap

Summary:

▪️ Covid 19 — Data Analyst Mexico Overview

▪️ Explanation model of death cases in Mexico

▪️ Mexico Counties Covid Cases Correlation

▪️ Mexico`s Mobility pattern behaviour

▪️ Mexico Counties Clustering

Check it here:

diegohurtadoo

Languages:

diegohurtadoo

Data Science Tools:

plotly

seaborn plotly plotly2 html bootstrap2

Summary:

An in-depth look at the spread of covid-19 in North America

Check it here:

diegohurtadoo

Languages:

diegohurtadoo diego o'hurtado

Data Science Tools:

plotly seaborn scikit_learn plotly

Data Visualization Tools:

plotly seaborn plotly bootstrap

Data Exploration on Amsterdam Airbnb

Summary:

Data Exploration on Amsterdam Airbnb

Check it here:

diegohurtadoo

Languages:

diegohurtadoo diego o'hurtado

Data Science Tools:

plotly seaborn scikit_learn plotly

Data Visualization Tools:

plotly seaborn plotly bootstrap

Traveling Salesperson Problem

Summary:

Efficient route planning for travelling salesman problem for 48 USA States

Check it here:

diegohurtadoo

Languages:

diegohurtadoo diego o'hurtado

Data Science Tools:

plotly seaborn scikit_learn plotly

Data Visualization Tools:

plotly seaborn plotly bootstrap

Machine Learning Regression Models From Scratch in Python

Summary:

▪️ XGBoostRegressor

▪️ RandomForestRegressor

▪️ DecisionTreeRegressor

Check it here:

diegohurtadoo diegohurtadoo

Languages:

diegohurtadoo

Data Science Tools:

Numpy

plotly



Summary:

▪️ Long Short-Term Memory (LSTM) Classifier

Check it here:

diegohurtadoo

Languages:

diegohurtadoo

Data Science Tools:

Numpy

plotly




▪️ How to Make a Covid-19 Choropleth Map in Mapbox

Check it here:

diegohurtadoo diegohurtadoo

Languages:

diegohurtadoo

Data Visualization Tool:

plotly







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