Alejandro Castellanos Vargas's Projects
This Python Notebook is a tool to calculate the kinematic model (position, velocity and acceleration) for a 4-bar mechanism in several configurations
Config files for my GitHub profile.
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
This Python Notebook code is a tool to select material from a database using the chart and material index method
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
This repository contains several coding challenges in order to enhance the programming skills
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.
A Jupyter Notebook with the analysis and prediction of Final Grades (Pass/Fail) for students of mechatronics engineering in several mechanic courses.
Final Project for IBM Course: Python Project for Data Science
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.
This notebook presents a Machine Learning Model Comparison for the Prediction of Rain in Australia
Multi Variable Non linear curve fit apply to material characterization in dynamic behavior.
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.
Data analysis of information from the summer and winter Olympic games over the years. UC Davis SQL Specialization Final Project
This Python code solves easy-normal sudoku using brute force based on the general rules of this game
This Python notebook is used to compute mechanical properties based on a tensile test data for a metallic material
This Python notebook provides a comprehensive analysis of time series data using different machine learning models. š° What is it about?
This Python Notebook is a proposal to analyse the Titanic dataset for the Kaggle Competition, using several data science techniques and concepts.
Repository for the final task in "Tools for Data Science" Course
This Python code solves any 2D truss structure using the joints method
This Python Notebook allows you to perform a video tracking of an object and obtain its kinematic information such as displacement, speed and acceleration.
A Jupyter Notebook with the analysis for a Whatsapp Chat using several techniques of data wrangling, EDA and Sentiment Analysis
This Python Notebook creates word clouds using text information from the two users whatsapp chat
This Python code is a basic vesion of the Wordle 5-Letter words game in english language