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Alejandro Castellanos Vargas's Projects

4bar_mechanism icon 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

centroids icon 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

chart_material_selection icon chart_material_selection

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

chicago_crimes icon 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

coding_challenges icon coding_challenges

This repository contains several coding challenges in order to enhance the programming skills

colliding_blocks icon 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.

grades_college_analysis icon 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.

ibm_capstone_project icon 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.

mnl_curve_fit icon mnl_curve_fit

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

pipe_loss icon 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.

sport_stats icon sport_stats

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

sudoku_basic icon sudoku_basic

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

tensile_test icon tensile_test

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

time_series_analysis icon time_series_analysis

This Python notebook provides a comprehensive analysis of time series data using different machine learning models. šŸ”° What is it about?

titanic_kaggle icon titanic_kaggle

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

truss_solver icon truss_solver

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

video_tracking icon 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.

whatsapp_chat_analysis icon whatsapp_chat_analysis

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

whatsapp_text icon whatsapp_text

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

wordle_basic icon wordle_basic

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

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