Alejandro Castellanos Vargas (alejo1630)

alejo1630

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Alejandro Castellanos Vargas's repositories

truss_solver

This Python code solves any 2D truss structure using the joints method

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video_tracking

This Python Notebook allows you to perform a video tracking of an object and obtain its kinematic information such as displacement, speed and acceleration.

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whatsapp_text

This Python Notebook creates word clouds using text information from the two users whatsapp chat

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4bar_mechanism

This Python Notebook is a tool to calculate the kinematic model (position, velocity and acceleration) for a 4-bar mechanism in several configurations

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centroids

With this Python code it's possible to find the centroid of a regular or irregular geometric figures wich are solid or have holes, using Open CV library

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chart_material_selection

This Python Notebook code is a tool to select material from a database using the chart and material index method

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chicago_crimes

A Jupyter Notebook with the data analysis and data visualization of crimes in Chicago from 2017 to 2023 using libraries such as seaborn and folium

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colliding_blocks

This Python code computes the kinematics data (linear momentum and kinetic energy) for the 2D collission between 2 blocks and a rigid wall taking into account the coefficient of restitution but ignoring the friction.

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grades_college_analysis

A Jupyter Notebook with the analysis and prediction of Final Grades (Pass/Fail) for students of mechatronics engineering in several mechanic courses.

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IBM_Capstone_Project

This project aims to leverage predictive analytics to forecast the outcomes of rocket launches for Space Y, a new player in the commercial space industry.

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machine_learning_IBM_project

This notebook presents a Machine Learning Model Comparison for the Prediction of Rain in Australia

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mnl_curve_fit

Multi Variable Non linear curve fit apply to material characterization in dynamic behavior.

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pipe_loss

This is a Python App built with Kivy Library which computes the head loss of a fluid moving along a pipe system taking into account Major and minor losses.

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Sport_Stats

Data analysis of information from the summer and winter Olympic games over the years. UC Davis SQL Specialization Final Project

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sudoku_basic

This Python code solves easy-normal sudoku using brute force based on the general rules of this game

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tensile_test

This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material

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Titanic_Kaggle

This Python Notebook is a proposal to analyse the Titanic dataset for the Kaggle Competition, using several data science techniques and concepts.

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whatsapp_chat_analysis

A Jupyter Notebook with the analysis for a Whatsapp Chat using several techniques of data wrangling, EDA and Sentiment Analysis

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wordle_basic

This Python code is a basic vesion of the Wordle 5-Letter words game in english language

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alejo1630

Config files for my GitHub profile.

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IBM-Python-Project-for-Data-Science

Final Project for IBM Course: Python Project for Data Science

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tools_for_data_science_course

Repository for the final task in "Tools for Data Science" Course

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