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Diego Puche

Python data science

About Me

Hi! My name is Diego Puche. I'm an analytical and thinking person. My professional interests are data science and backend development. I enjoy solving problems and looking for the best solution while striving to create clean code.

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Leadership


As a leader, I analyze my colleagues and assign them tasks based on their competencies

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Problem Solving


Capabilities to implement real-world problems in code

about me Time management icon

Time management


To manage my time effectively and avoid working under pressure, I carefully plan and organize the tasks I need to complete

Featured Projects

project name: Pima Indians Diabetes Database

Pima Indians Diabetes Database

Simple kaggle project to explore and build a binary classification model. The goal of the project is to diagnostically predict whether or not a patient has diabetes based on certain diagnostic measurements.

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Ensemble learning
Random forest
Logistic regression
project name: House Prices

House Prices

House Prices is another Kaggle project. The goal is to create a model to predict the prices of residential homes in Ames, Iowa. The main challenge in this project is how to handle a dataset with a significant amount of features.

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Linear Regression
Regularization
Dimensionality Reduction
project name: Binary Classification using a Convolutional Neural Network for Cats and Dogs

Binary Classification using a Convolutional Neural Network for Cats and Dogs

A basic project to learn how to create a convolutional neural network and how to structure an ML Project for reproducibility and maintainability

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CNN
ML Project
HD5F Files