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Julio Serrano's Projects

3dsumodel icon 3dsumodel

I show how to visualize 3d points, from laboratory data in soils. Also, I demonstrate how to make a quick model in a cuadratic and cubic function to model undrained shear strength given the data analyzed from natural samples in soft soil. Visualisation of these model and points is also included.

conv_soilerosion icon conv_soilerosion

In this code Convolutional Neural Network is used to assess soil loss prediction.

prediction_machine_learning icon prediction_machine_learning

This code shows the evaluation of fraudulent operations from a database in finances that uses 3 different methods in Machine Learning: Random Forest, K-means cluster and Linear Regression

prices_prediction icon prices_prediction

Price prediction is an useful way to provide clients with very important information.

pythonsql icon pythonsql

In this code, I show how to build a batabase in SQL, load information and retrieve important iformation of sales from a fictional sales company.

spectral-read icon spectral-read

Code that reads Hyperspectral data and clusters every band into 5 different centers

submysrs icon submysrs

With this code one will generate a black video and visualize subtitles on it

triaxphases icon triaxphases

This code aims to read and identify consolidation and shear phase of triaxial tests, for soil studies.

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